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Non-CAIDA Publications using CAIDA Data

This page contains a list of publications from research using CAIDA data. The purpose of this list is to provide insight into past uses of CAIDA data. We rely on researchers who download our data to comply with the Acceptable Use Policies of CAIDA datasets in reporting published papers and presentations to us. If you would like to report a publication or provide an update to information listed here, see our Data Publication Report Page. For a description of how we track down these publications see our procedure for locating publications using CAIDA data.

We would like to thank all researchers who reported their publications using CAIDA data, with a special thanks to Paolo Federico, Alberto Dainotti and Antonio Pescapè for reporting numerous publications.

For a previously collated list of papers referencing CAIDA's skitter project, see Publications referencing the skitter tool or data. For a list of all papers published by CAIDA authors, see Papers by CAIDA.

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Anonymized Internet Traces

T. Levai, F. Nemeth, B. Raghavan, and G. Retvari, ``Batchy: Batch-scheduling data flow graphs with service-level objectives'', in USENIX NSDI, February 2020, p. (18 pages).

M.A.S. Monge, Knowledge acquisition for autonomic network management in emerging self-organizing architectures, Ph.D. thesis, Univ. of Madrid, June 2019.

A. Lazaris and V.~K. Prasanna, ``An LSTM Framework For Modeling Network Traffic'', in 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), May 2019, p. (6 pages).

C.-Y. Hsu, P. Indyk, D. Katabi, and A. Vakilian, ``Learning-based frequency estimation algorithms'', in Intl Conf. on Learning Representations, May 2019, p. (20 pages).

J.L.J. Dautrich and C.V. Ravishankar, ``Inferring insertion times and optimizing error penalties in time-decaying Bloom filters'', ACM Trans, on Database Systems (TODS), vol. 44, no. 2, pp. (32 pages), April 2019.

B. Turkovic, J. Oostenbrink, and F. Kuipers, ``Detecting heavy hitters in the data-plane'', Tech. rep., arxiv.org, February 2019.

Z. Zhuang, J. Wang, Q. Qi, H. Sun, and J. Liao, ``Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning Approach'', IEEE Systems Journal, p. (12 pages), January 2019.

S. Zhang, Y. Zhang, L. Yin, T. Yuan, Z. Wu, and H. Luo, ``Mining Frequent Items Over the Distributed Hierarchical Continuous Weighted Data Streams in Internet of Things'', IEEE Access, vol. 7, pp. (9 pages), January 2019.

Y. Yang, J. Eo, G.~W. Kim, J.~Y. Kim, S. Lee, J. Seo, W.~W. Song, and B.~G. Chun, ``Apache Nemo: A Framework for Building Distributed Dataflow Optimization Policies'', in USENIX, January 2019, p. (15 pages).

T. Yang, J. Xu, X. Liu, P. Liu, L. Wang, J. Bi, and X. Li, ``A Generic Technique for Sketches to Adapt to Different Counting Ranges'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).

J. Xu, ``READ: a three-communicating-stage distributed super points detections algorithm'', Tech. rep., arxiv.org, January 2019.

S. Wang, J. Bi, C. Sun, and Y. Zhou, ``Prophet: Real-time Queue Length Inference in Programmable Switches'', in Proceedings of the 2019 ACM Symposium on SDN Research, January 2019, p. (2 pages).

L. Tang, Q. Huang, and P.~P.~C. Lee, ``MV-Sketch: A Fast and Compact Invertible Sketch for Heavy Flow Detection in Network Data Streams'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).

F.~I.~A. Shaikh, Security Framework for the Internet of Things Leveraging Network Telescopes and Machine Learning, Ph.D. thesis, University of South Florida, January 2019.

M. Park and T.~V. Phan, ``Efficient Distributed Denial-of-Service Attack Defense in SDN-Based Cloud'', IEEE Access, vol. 7, pp. (14 pages), January 2019.

M.~M. Oo, S. Kamolphiwong, T. Kamolphiwong, and S. Vasupongayya, ``Advanced Support Vector Machine- (ASVM-) Based Detection for Distributed Denial of Service (DDoS) Attack on Software Defined Networking (SDN)'', Journal of Computer Networks and Communications, p. (12 pages), January 2019.

F. Nasirian, F.~M. Pajouh, and J. Namayanja, ``Exact algorithms for the minimum cost vertex blocker clique problem'', Computers and Operations Research, vol. 103, pp. (13 pages), January 2019.

A. Narayan, ``The design and implementation of a congestion control plane'', M.S. thesis, Massachusetts Institute of Technology, January 2019.

L. Luo, D. Guo, X. Zhao, J. Wu, O. Rottenstreich, and X. Luo, ``Near-accurate Multiset Reconciliation'', IEEE Transactions on Knowledge and Data Engineering, vol. 31, pp. (13 pages), January 2019.

P. Liu, A.~R. Benson, and M. Charikar, ``Sampling Methods for Counting Temporal Motifs'', in Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, January 2019, vol. 12, p. (9 pages).

Y.~B. Lin, C.~C. Huang, and S.~C. Tsai, ``A SDN Soft Computing Application for Detecting Heavy Hitters'', IEEE Transactions on Industrial Informatics, p. (9 pages), January 2019.

H. Lin and C.~L. Wang, ``Efficient low-latency packet processing using On-GPU Thread-Data Remapping'', Journal of Parallel and Distributed Computing, vol. 133, pp. (11 pages), January 2019.

J. Li, H. Luo, S. Zhang, H. Li, and F. Yan, ``Design and implementation of efficient control for incoming inter-domain traffic with Information-Centric Networking'', Journal of Network and Computer Applications, vol. 133, pp. (16 pages), January 2019.

R. Leira, G. Julian-Moreno, I. Gonzalez, F.~J. Gomez-Arribas, and J.~E. Lopez~de Vergara, ``Performance assessment of 40 Gbit/s off-the-shelf network cards for virtual network probes in 5G networks'', Computer Networks, vol. 152, pp. (13 pages), January 2019.

R. Leira, L. Gifre, I. Gonzalez, J.~E. Lopez~de Vergara, and J. Aracil, ``Wormhole: a novel big data platform for 100 Gbit/s network monitoring and beyond'', in 2019 22nd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), January 2019, vol. 22, p. (5 pages).

A.~C. Lapolli, J.~A. Marques, and L.~P. Gaspary, ``Offloading Real-time DDoS Attack Detection to Programmable Data Planes'', in IFIP/IEEE Symposium on Integrated Network and Service Management (IM), January 2019, p. (9 pages).

N. Ivkin, E. Liberty, K. Lang, Z. Karnin, and V. Braverman, ``Streaming Quantiles Algorithms with Small Space and Update Time'', Tech. rep., arxiv.org, January 2019.

H. Hu, X. Zhai, M. Wang, and G. Hu, ``Graph analysis of network flow connectivity behaviors'', Turkish Journal of Electrical Engineering and Computer Science, vol. 27, pp. (17 pages), January 2019.

L. Gupta, R. Jain, A. Erbad, and D. Bhamare, ``The P-ART framework for placement of virtual network services in a multi-cloud environment'', Computer Communications, vol. 139, pp. (19 pages), January 2019.

G. Fragkouli, K. Argyraki, and B. Ford, ``MorphIT: Morphing Packet Reports for Internet Transparency'', in Proceedings on Privacy Enhancing Technologies, January 2019, Proceedings on Privacy Enhancing Technologies, p. (16 pages).

V.~T. Dang, T.~T. Huong, H.~T. Nguyen, N.~N. Pham, N.~T. Nguyen, and A. Marshall, ``SDN-Based SYN Proxy-A Solution to Enhance Performance of Attack Mitigation Under TCP SYN Flood'', The Computer Journal, vol. 62, January 2019.

M. Czekaj and E. Jamro, ``Flow caching effectiveness in packet forwarding applications'', Computer Science Journal, vol. 20, pp. (19 pages), January 2019.

R. Cohen and Y. Nezri, ``Cardinality Estimation in a Virtualized Network Device Using Online Machine Learning'', Tech. rep., arxiv.org, January 2019.

J. Cao, X. Yang, and Y. Wang, ``A Hybrid Privacy Preserving against Multi-attacks for Network Data Publication'', in International Computer Science and Applications Conference (ICSAC 2019), January 2019, p. (5 pages).

M. Cafaro, I. Epicoco, and M. Pulimeno, ``CMSS: Sketching based reliable tracking of large network flows'', Future Generation Computer Systems, vol. 101, pp. (14 pages), January 2019.

R.~A. Bridges and M.~D. Iannacone, ``A Holistic Approach to Evaluating Cyber Security Defensive Capabilities'', Tech. rep., arxiv.org, January 2019.

R.~B. Basat, X. Chen, G. Einziger, R. Friedman, and Y. Kassner, ``Randomized Admission Policy for Efficient Top-k, Frequency, and Volume Estimation'', IEEE/ACM Transactions on Networking, p. (14 pages), January 2019.

A. Alsirhani, S. Sampalli, and P. Bodorik, ``DDoS detection system: Using a set of classification algorithms controlled by fuzzy logic system in Apache Spark'', IEEE Trans. on Network and Service Management, p. (14 pages), January 2019.

T. Alonso, M. Ruiz, G. Sutter, S. Lopez-Buedo, and J.~E. Lopez~de Vergara, ``Towards 100 GbE FPGA-Based Flow Monitoring'', in 2019 X Southern Conference on Programmable Logic (SPL), January 2019, vol. 10, p. (8 pages).

M. Alasmar, G. Parisis, R. Clegg, and N. Zakhleniu, ``On the Distribution of Traffic Volumes in the Internet and its Implications'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).

M. Aamir and S.~M.~A. Zaidi, ``DDoS attack detection with feature engineering and machine learning: the framework and performance evaluation'', International Journal of Information Security, p. (25 pages), January 2019.

F. Pacheco, E. Exposito, M. Gineste, C. Baudoin, and J. Aguilar, ``Towards the deployment of machine learning solutions in network traffic classification: A systematic survey'', IEEE Comm. Surveys and Tutorials, vol. 21, no. 2, pp. 1988--2014, November 2018.

A.Y. Nur, The implications of the Internet's topological structure for its efficiency, security, and reliability, Ph.D. thesis, Univ. of Louisiana at Lafayette (ProQuest Publ.), November 2018.

P. Fondo-Ferreiro, M. Rodriguez-Perez, M. Fernandez-Veiga, and S. Herreria-Alonso, ``Matching SDN and legacy networking hardware for energy efficiency and bounded delay'', Sensors, vol. 18, no. 11, pp. (23 pages), November 2018.

N. Wu, S. Tseng, and A. Tang, ``Accurate rate-aware flow-level traffic splitting'', in Allerton Conf. on Communication, Control, and Computing, October 2018, pp. 774--783.

D. Ting, ``Count-Min: Optimal estimation and tight error bounds using empirical error distributions'', in Conf. on Knowledge Discovery and Data Mining (SIGKDD), August 2018, pp. 2319--2328.

A. Gupta, R. Harrison, M. Canini, N. Feamster, J. Rexford, and W. Willinger, ``Sonata: query-driven streaming network telemetry'', in Conf. on Special Interest Group on Data Communication, August 2018, pp. 357--371.

G. Grigoryan and Y. Yaoqing~Liu, ``PFCA: a programmable FIB caching architecture'', in Symp. on Architectures for Networking and Communications Systems (ANCS), July 2018, pp. 97--103.

M. Goehring, H. Shulman, and M. Waidner, ``Path MTU discovery considered harmful'', in Conf. on Distributed Computing Systems (ICDCS), July 2018.

P. Fondo-Ferreiro, M. Rodriguez-Perez, and M. Fernandez-Veiga, ``Implementing energy saving algorithms for ethernet link aggregates with ONOS'', in Conf. on Software Defined Systems (SDS), June 2018, p. (8 pages).

A Aral and T. Ovatman, ``A decentralized replica placement algorithm for edge computing'', Trans. on Network and Service Management, vol. 15, no. 2, pp. 516--529, June 2018.

V. Kirilin and S. Gorinsky, ``A protocol-ignorance perspective on incremental deployability of routing protocols'', in IFIP Networking Conf. (NETWORKING), May 2018, p. (9 pages).

J. Suarez-Varela and P. Barlet-Ros, ``Flow monitoring in Software-Defined Networks: Finding the accuracy/performance tradeoffs'', Computer Networks, vol. 135, pp. 289--301, April 2018.

John. Sonchack, A. Aviv, E. Keller, and J. Smith, ``Turboflow: information rich flow record generation on commodity switches'', in EuroSys Conf., April 2018, p. (16 pages).

A.K. Marnerides, D.P. Pezaros, and D. Hutchison, ``Internet traffic characterisation: Third-order statistics and higher-order spectra for precise traffic modelling'', Computer Networks, vol. 134, pp. 183--201, April 2018.

N. Dao, D. Vu, Y. Lee, S. Cho, C. Cho, and H. Kim, ``Pattern-identified online task scheduling in multitier edge computing for industrial IoT services'', Mobile Information Systems, vol. 2018, pp. (9 pages), April 2018.

C. Bocovich and I. Goldberg, ``Secure asymmetry and deployability for decoy routing systems'', Proc. on Privacy Enhancing Technologies, vol. 2018, no. 3, pp. 43--62, April 2018.

L. Zhu, X. Tang, M. Shen, X. Du, and M. Guizani, ``Privacy-preserving DDoS attack detection using cross-domain traffic in Software Defined Networks'', IEEE J. on Selected Areas in Communications, vol. 36, no. 3, pp. 628--643, March 2018.

R. Harrison, Q. Cai, A. Gupta, and J. Rexford, ``Network-wide heavy hitter detection with commodity switches'', in Symp. on SDN Research, March 2018, p. (3 pages).

O. Alipourfard, M. Moshref, Y. Zhou, T. Yang, and M. Yu, ``A comparison of performance and accuracy of measurement algorithms in software'', in Symp. on SDN Research, March 2018, p. (14 pages).

J. Vidal, A. Orozco, and L. Villalba, ``Adaptive artificial immune networks for mitigating DoS flooding attacks'', Swarm and Evolutionary Computation, vol. 38, pp. 94--108, February 2018.

A. Lucchesi, A. Drummond, and G. Teodoro, ``High-performance IP lookup using Intel Xeon Phi: a Bloom filters based approach'', J. of Internet Services and Applications, vol. 9, no. 3, pp. (18 pages), February 2018.

P. Goyal, A. Narayan, F. Cangialosi, D. Raghavan, S. Narayana, M. Alizadeh, and H. Balakrishnan, ``Elasticity detection: A building block for Internet congestion control'', Tech. rep., arxiv.org, February 2018.

C. Chen, D. Asoni, A. Perrig, D. Barrera, G. Danezis, and C. Troncoso, ``TARANET: Traffic-analysis resistant anonymity at the NETwork layer'', Tech. rep., arxiv.org, February 2018.

O. Zoder, ``Real-time Detection of Communication with Blacklisted Network Hosts'' January 2018.

Y. Zhou, J. Bi, T. Yang, K. Gao, C. Zhang, J. Cao, and J. Wang, ``KeySight: Troubleshooting Programmable Switches via Scalable High-Coverage Behavior Tracking'', in 2018 IEEE 26th International Conference on Network Protocols (ICNP), January 2018, vol. 26, p. (11 pages).

A. Zhou, H. Zhu, L. Liu, and C. Zhu, ``Detection of super nodes based on connection metrics for network data streams'', in 2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA), January 2018, vol. 3, p. (6 pages).

A. Zhou, L. Liu, H. Zhu, C. Zhu, and L. Chen, ``Parallel Sketch Based Super Node Detection with Traceability'', Chinese Journal of Electronics, vol. 27, pp. (8 pages), January 2018.

Z. Zhao, X. Shi, X. Yin, and Z. Wang, ``HashFlow For Better Flow Record Collection'', Tech. rep., arxiv.org, January 2018.

Z. Zhang, Q. Qin, L. Ma, K. Poularakis, F. Le, K.~K. Leung, S. Kompella, and L. Tassiulas, ``Routing Performance in Distributed SDN under Synchronization Constraint'', Tech. rep., arxiv.org, January 2018.

C. Zhang, Y. Feng, H. Song, Y. Wan, W. Xu, Y. Wang, H. Dai, Y. Li, and B. Lin, ``OBMA: Minimizing Bitmap Data Structure with Fast and Uninterrupted Update Processing'', in 2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS), January 2018, vol. 26, p. (6 pages).

Y. Yu, Ultra-Fast and Memory-Efficient Lookups for Cloud, Networked Systems, and Massive Data Management, Ph.D. thesis, University of Kentucky, January 2018.

T. Yang, J. Jiang, P. Liu, Q. Huang, J. Gong, Y. Zhou, R. Miao, X. Li, and S. Uhlig, ``Elastic sketch: adaptive and fast network-wide measurements'', in Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, January 2018, p. (15 pages).

T. Yang, J. Gong, H. Zhang, L. Zou, L. Shi, and X. Li, ``HeavyGuardian: Separate and Guard Hot Items in Data Streams'', in Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, January 2018, vol. 24, p. (10 pages).

J. Xu, W. Ding, and X. Hu, ``VATE: a trade-off between memory and preserving time for high accuracy cardinalities estimation under sliding time window'', Tech. rep., arxiv.org, January 2018.

N. Wu, Y. Bi, N. Michael, A. Tang, J.~C. Doyle, and N. Matni, ``A Control-Theoretic Approach to In-Network Congestion Management'', IEEE/ACM Transactions on Networking, vol. 26, pp. (14 pages), January 2018.

J. Wu, Y. Chen, and H. Zheng, ``Approximation Algorithms for Dependency-Aware Rule-Caching in Software-Defined Networks'', in 2018 IEEE Global Communications Conference (GLOBECOM), January 2018, p. (6 pages).

H. Wu, H.~C. Hsiao, D.~E. Asoni, S. Scherrer, A. Perrig, and Y.~C. Hu, ``CLEF: Limiting the Damage Caused by Large Flows in the Internet Core (Technical Report)'', Tech. rep., arxiv.org, January 2018.

H. Wu, H.~C. Hsiao, D.~E. Asoni, S. Scherrer, A. Perrig, and Y.~C. Hu, ``CLEF: Limiting the Damage Caused by Large Flows in the Internet Core'', in International Conference on Cryptology and Network Security, January 2018, p. (20 pages).

Z. Wang, C. Zhou, Y. Yu, S. Xingang, X. Yin, and J. Yao, ``Fast Detection of Heavy Hitters in Software Defined Networking Using an Adaptive and Learning Method'', in International Conference on Cloud Computing and Security, January 2018, p. (12 pages).

P. Velarde-Alvarado, R. Martinez-Pelaez, L. Mena-Camare, A. Ochoa-Brust, and A. Iriarte-Solis, ``Design of a Traffic Generation Platform for Offline Evaluation of NIDS'', in Proceedings of The Eighth International Conference On Advances In Computing, Control And Networking, January 2018, vol. 8, p. (6 pages).

S. Ullah, M.~D. Awan, and M.~S.~H. Khiyal, ``Big Data in Cloud Computing: A Resource Management Perspective'', Hindawi Scientific Programming, vol. 2018, pp. (18 pages), January 2018.

D.~R. Teixeira, J.~M.~C. Silva, and S.~R. Lima, ``Deploying Time-based Sampling Techniques in Software-Defined Networking'', in 2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), January 2018, vol. 26.

J.~Y. Shin, D. Kirovski, and D.~T. Harper, ``Computing units using directional wireless communication'' January 2018.

I. Sharafaldin, A.~H. Lashkari, and A.~A. Ghorbani, ``A Detailed Analysis of the CICIDS2017 Data Set'', in International Conference on Information Systems Security and Privacy, January 2018, p. (17 pages).

I. Sharafaldin, A.~H. Lashkari, and A.~A. Ghorbani, ``Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization.'', in Proceedings of the 4th International Conference on Information Systems Security and Privacy (ICISSP 2018, January 2018, p. (9 pages).

M.~Z. Saavedra and W.~E. Yu, ``Towards Large Scale Packet Capture and Network Flow Analysis on Hadoop'', in 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW), January 2018, p. (4 pages).

R.~H. Remedios and A. Nayak, ``On Improving Measurement Accuracy of DREAM Framework with Estimation Filters'', in 2018 IEEE Global Communications Conference (GLOBECOM), January 2018, p. (7 pages).

D.~L. Quoc, I.~E. Akkus, P. Bhatotia, S. Blanas, R. Chen, C. Fetzer, and T. Strufe, ``ApproxJoin: Approximate Distributed Joins'', in Proceedings of the ACM Symposium on Cloud Computing, January 2018, p. (13 pages).

Z. Peng, H. Li, and C. Hu, ``DIAL: Distributed Elephant Flow Counting on SDN'', in 2018 IEEE Global Communications Conference (GLOBECOM), January 2018, p. (6 pages).

A. Nisioti, A. Mylonas, P.~D. Yoo, and V. Katos, ``From Intrusion Detection to Attacker Attribution: A Comprehensive Survey of Unsupervised Methods'', IEEE Communications Surveys and Tutorials, vol. 20, pp. (20 pages), January 2018.

M. Nasr, A. Bahramali, and A. Houmansadr, ``DeepCorr: Strong Flow Correlation Attacks on Tor Using Deep Learning'', in Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, January 2018, p. (15 pages).

A. Narayan, F. Cangialosi, D. Raghavan, P. Goyal, S. Narayana, R. Mittal, M. Alizadeh, and H. Malakrishnan, ``Restructuring endpoint congestion control'', in Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, January 2018, p. (14 pages).

A. Nabiyev, ``Application of Clustering Methods Network Traffic for Detecting DDoS attacks'', Tech. rep., arxiv.org, January 2018.

K. Moriarty and A. Morton, ``Effects of Pervasive Encryption on Operators'', Tech. rep., Internet Engineering Task Force (IETF), January 2018.

M. Mitzenmacher, S. Pontarelli, and P. Reviriego, ``Adaptive cuckoo filters'', in Proc. Workshop on Algorithm Engineering and Experiments (ALENEX), January 2018, p. (12 pages).

A. Meryem, D. Samira, and E.~O. Bouabid, ``Enhancing Cloud Security using advanced MapReduce k-means on log files'', in Proceedings of the 2018 International Conference on Software Engineering and Information Management, January 2018, p. (5 pages).

S. Mastorakis, T. Ahmed, and J. Pisharath, ``ISA-Based Trusted Network Functions And Server Applications In The Untrusted Cloud'', Tech. rep., arxiv.org, January 2018.

W. Mao, Z. Shen, and X. Huang, ``Facilitating Network Functions Virtualization by Exploring Locality in Network Traffic: A Proposal'', in Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, January 2018, p. (5 pages).

J. Lu, T. Yang, Y. Wang, H. Dai, X. Chen, L. Jin, H. Song, and B. Liu, ``Low Computational Cost Bloom Filters'', IEEE/ACM Transactions on Networking (TON), vol. 26, pp. (14 pages), January 2018.

P. Liu, A. Benson, and M. Charikar, ``A sampling framework for counting temporal motifs'', Tech. rep., arxiv.org, January 2018.

X. Li, W. Cheng, T. Zhang, J. Xie, F. Ren, and B. Yang, ``Power Efficient High Performance Packet I/O'', in Proceedings of the 47th International Conference on Parallel Processing Article No. 69, January 2018, vol. 69, p. (10 pages).

H. Li, H. Hu, G. Gu, G.~J. Ahn, and F. Zhang, ``vNIDS: Towards Elastic Security with Safe and Efficient Virtualization of Network Intrusion Detection Systems'', in Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, January 2018, p. (18 pages).

A. Lengvinas, ``Investigation of Internet Traffic Anomalies by Application of Neural Networks'', M.S. thesis, Vilnius University, January 2018.

A. Kumari, J. Chandra, and A. Sairam, ``Optimizing flow setup time in software defined network'', in Intl Conf. on Communication Systems and Networks (COMSNETS), January 2018, p. (3 pages).

J. Kucera, D.~A. Popescu, G. Antichi, J. Korenek, and A.~W. Moore, ``Seek and Push: Detecting Large Traffic Aggregates in the Dataplane'', Tech. rep., arxiv.org, January 2018.

K. Kostas, ``Anomaly Detection in Networks Using Machine Learning'', M.S. thesis, University of Essex, January 2018.

C. Kim and H. Lee, ``A High-Bandwidth PCM-Based Memory System for Highly Available IP Routing Table Lookup'', IEEE Computer Architecture Letters, vol. 17, January 2018.

S.~C. Kao, D.~Y. Lee, T.~Y. Chen, and A.~Y. Wu, ``Dynamically Updatable Ternary Segmented Aging Bloom Filter for OpenFlow-Compliant Low-Power Packet Processing'', IEEE/ACM Transactions on Networking (TON), vol. 26, pp. (14 pages), January 2018.

G. Julian-Moreno, R. Leira, J.~E. Lopez~de Vergara, F.~J. Gomez-Arribas, and I. Gonzalez, ``On the feasibility of 40 gbps network data capture and retention with general purpose hardware'', in Proceedings of the 33rd Annual ACM Symposium on Applied Computing, January 2018, vol. 33, p. (9 pages).

H.~P. Joshi and R. Dutta, ``GADFly: A Fast and Robust Algorithm to Detect P2P Botnets in Communication Graphs'', in 2018 IEEE Global Communications Conference (GLOBECOM), January 2018, p. (6 pages).

Q. Huang, P.~P.~C. Lee, and Y. Bao, ``Sketchlearn: relieving user burdens in approximate measurement with automated statistical inference'', in Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, January 2018, p. (15 pages).

H. Hu, X. Zhai, M. Wang, and G. Hu, ``Linked-Behaviors Profiling in IoT Networks Using Network Connection Graphs (NCGs)'', in International Conference on Cloud Computing and Security, January 2018, p. (11 pages).

A. Gupta, Flexible and Scalable Systems for Network Management, Ph.D. thesis, Princeton University, January 2018.

H. Guo and J. Heidemann, ``Detecting IoT Devices in the Internet (Extended)'', Tech. rep., University of Southern California (USC), January 2018.

J. Gong, T. Yang, H. Zhang, H. Li, S. Uhlig, S. Chen, L. Uden, and X. Li, ``HeavyKeeper: An Accurate Algorithm for Finding Top-k Elephant Flows'', in USENIX ATC 2018, January 2018, p. (14 pages).

T.~R. Glass-Vanderlan, M.~E. Iannacone, M.~S. Vincent, Q.~(G.) Chen, and R.~A. Bridges, ``A Survey of Intrusion Detection Systems Leveraging Host Data'', Tech. rep., arxiv.org, January 2018.

A. Girma and P. Wang, ``An Efficient Hybrid Model for Detecting Distributed Denial of Service (DDOS) Attacks in Cloud Computing using Multivariate Correlation and Data Mining Clustering Techniques'', Issues in Information System, vol. 19, pp. (12 pages), January 2018.

N. Geng, Y. Yang, and M. Xu, ``Flow-level traffic engineering in conventional networks with hop-by-hop routing'', in Symp. on Quality of Service (IWQoS), January 2018.

R. Fouladi, C. Kayatas, and E. Anarim, ``Statistical measures: Promising features for time series based DDoS attack detection'', in Workshop on Computational Intelligence for Multimedia Understanding (IWCIM), January 2018, p. (9 pages).

P. Fondo-Ferreiro, M. Rodriguez-Perez, and M. Fernandez-Veiga, ``QoS-aware Energy-Efficient Algorithms for Ethernet Link Aggregates in Software-Defined Networks'', in 2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), January 2018, p. (5 pages).

P.~F. Ferreiro, ``Energy-efficient carrier SDN networks'', M.S. thesis, University of Vigo, January 2018.

D. Engel and T.~W. Malone, ``Integrated information as a metric for group interaction'', Tech. rep., Plos One, January 2018.

H. Dai, M. Shahzad, A.~X. Liu, M. Li, Y. Zhong, and G. Chen, ``Identifying and Estimating Persistent Items in Data Streams'', IEEE/ACM Transactions on Networking, vol. 26, pp. (14 pages), January 2018.

H. Dai, M. Li, and A. Liu, ``Finding Persistent Items in Distributed Datasets'', in IEEE INFOCOM 2018 - IEEE Conference on Computer Communications, January 2018, p. (9 pages).

S.~L. Cortes, Jurisdictional Arbitrage: Quantifying and Counteracting the Threat of Government Intelligence Agencies Against Tor, Ph.D. thesis, Northeastern University, January 2018.

E. Ciftcioglu, R. Hardy, K. Chan, L. Scott, D. Oliveira, and G. Verma, ``Chaff Allocation and Performance for Network Traffic Obfuscation'', in 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), January 2018, vol. 38, p. (4 pages).

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C. Chen, Infrastructure-based Anonymous Communication Protocols in Future Internet Architectures, Ph.D. thesis, Carnegie Mellon University, January 2018.

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D. Moon, ``Achieving flexibility and performance for packet forwarding and data center management'', Tech. rep., UC Berkeley, May 2010.

M. Lee, N. Duffield, and R. Kompella, ``Two samples are enough: Opportunistic flow-level latency estimation using NetFlow'', in IEEE Conf. on Computer Communications (INFOCOM), May 2010, p. 9 pp.

Y. Zhang, B.X. Fang, and Y.Z. Zhang, ``Parallelizing weighted frequency counting in high-speed network monitoring'', Computer Communications, vol. 34, no. 4, pp. 536--547, April 2010.

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R. Ohlendorf, M. Meitinger, T. Wild, and A. Herkersdorf, ``FlexPath NP - flexible, dynamically reconfigurable processing paths in network processors'', in Dynamically reconfigurable systems, architectures, design methods and applications, Ch. 17, M. Platzner, J. Teich, and N. Wehn, Eds. March 2010, pp. 355--374, Springer.

C. Albrecht, J. Foag, R. Koch, E. Maehle, and T. Pionteck, ``DynaCORE - dynamically reconfigurable coprocessor for network processors'', in Dynamically reconfigurable systems, architectures, design methods and applications, Ch. 16, M. Platzner, J. Teich, and N. Wehn, Eds. March 2010, pp. 335--354, Springer.

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R. Ohlendorf, M. Meitinger, T. Wild, and A. Herkersdorf, ``An application-aware load balancing strategy for network processors'', in Conf. on High performance embedded architectures and compilers (HIPEAC). January 2010, vol. 5952 of Lecture Notes in Computer Science (LNCS), pp. 156--170, Springer.

D. Moon, J. Naous, J. Liu, K. Zarifis, M. Casado, T. Koponen, S. Shenker, and L. Breslau, ``Bridging the software/hardware forwarding divide'', Tech. rep., semanticscholar.org, January 2010.

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N. Schear and N. Borisov, ``Preventing SSL traffic analysis with realistic cover traffic'', in ACM Conf. on Computer and Communications Security (CCS), November 2009.

W. Jiang and V.K. Prasanna, ``Reducing dynamic power dissipation in pipelined forwarding engines'', in IEEE Conf. on Computer Design (ICCD), October 2009.

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H. Rahmani, N. Sahli, and F. Kamoun, ``Joint entropy analysis model for DDoS attack detection'', in Conf. on Information Assurance and Security (IAS), August 2009, pp. 267--271.

H. Rahmani, N. Sahli, and F. Kamoun, ``A traffic coherence analysis model for DDoS attack detection'', in Conf. on Security and Cryptography (SECRYPT), E. Fernandez-Medina, M. Malek, and J. Hernando, Eds. July 2009, pp. 148--154, INSTICC Press.

K.V. Vishwanath and A. Vahdat, ``Swing: Realistic and responsive network traffic generation'', IEEE/ACM Trans. on Networking (TON), vol. 17, no. 3, pp. 712--725, June 2009.

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R.G. Clegg, M.S. Withall, A.W. Moore, I.W. Phillips, D.J. Parish, M. Rio, R. Landa, H. Haddadi, K. Kyriakopoulos, J. Auge, R. Clayton, and D. Salmon, ``Challenges in the capture and dissemination of measurements from high-speed networks'', IET Communications, vol. 3, no. 6, pp. 957--966, June 2009.

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M. Saxena and R. Kompella, ``A framework for efficient class-based sampling'', in IEEE Conf. on Computer Communications (INFOCOM), April 2009.

G. Terdik and T. Gyires, ``Does the internet still demonstrate fractal nature?'', in IEEE Conf. on Networking (ICN), March 2009, pp. 30--34.

F. Idzikowski, ``Search and analysis of backbone traffic measurements in the internet'', Tech. rep., Technische Univ. Berlin (TKN-09-004), March 2009.

G. Terdik and T. Gyires, ``Levy flights and fractal modeling of internet traffic'', IEEE/ACM Trans. on Networking (TON), vol. 17, no. 1, pp. 120--129, February 2009.

G. Maiolini, G. Molina, A. Baiocchi, and A. Rizzi, ``On the fly application flows identification by exploiting K-means based classifiers'', J. Information Assurance and Security, vol. 4, no. 2, pp. 142--150, January 2009.

Y. Kanizo, D. Hay, and I. Keslassy, ``Optimal dynamic hash tables'', Tech. rep., ComNet, Technion, Israel, January 2009.

M.S. Andreou and A. van Moorsel, ``COTraSE Connection Oriented Traceback in Switched Ethernet'', J. Information Assurance and Security, vol. 4, no. 2, pp. 91--105, January 2009.

M. Casado, T. Koponen, D. Moon, and S. Shenker, ``Rethinking packet forwarding hardware'', in ACM SIGCOMM HotNets Workshop, November 2008, p. (6 pages).

A. Baiocchi, G. Maiolini, G. Molina, and A. Rizzi, ``On-the-fly statistical classification of internet traffic at application layer based on cluster analysis'', in Workshop on Computational Intelligence in Security for Information Systems (CISIS). October 2008, vol. 53 of Advances in Soft Computing, pp. 178--185, Springer.

M. Andreou and A. Moorsel, ``COTraSE: Connection Oriented Traceback in Switched Ethernet'', in Conf. on Information Assurance and Security, September 2008, pp. 198--204.

M. Dusi, F. Gringoli, and L. Salgarelli, ``IP traffic classification for QoS guarantees: the independence of packets'', in IEEE Conf. on Computer Communications and Networks (ICCCN), August 2008, pp. 914--921.

F.M. Pouzols, A. Barriga, D.R. Lopez, and S. Sanchez-Solano, ``Linguistic summarization of network traffic flows'', in IEEE Conf. on Fuzzy Systems (FUZZ-IEEE), June 2008, pp. 619--624.

A. Shevtekar and N. Ansari, ``A router-based technique to mitigate reduction of quality (RoQ) attacks'', Computer Networks, vol. 52, no. 5, pp. 957--970, April 2008.

R. Clegg, R. Landa, H. Haddadi, M. Rio, and A.W. Moore, ``Techniques for flow inversion on sampled data'', in IEEE INFOCOM Workshop Global Internet Symp., April 2008, p. (6 pages).

M. Meitinger, R. Ohlendorf, T. Wild, and A. Herkersdorf, ``A hardware packet re-sequencer unit for network processors'', in Architecture of Computing Systems (ARCS). February 2008, vol. 4934 of Lecture Notes in Computer Science, pp. 85--97, Springer.

F. Raspall and S. Sallent, ``Adaptive shared-state sampling'', in Internet Measurement Conf. (IMC), January 2008, pp. 271--284.

E. Proebstel, ``Characterizing and improving distributed Network-based Intrusion Detection Systems (NIDS): timestamp synchronization and sampled traffic'', M.S. thesis, UC Davis, January 2008.

A. Este, F. Gringoli, and L. Salgarelli, ``An SMV-based approach to traffic classification'', Tech. rep., Univ. Brescia, January 2008.

E. Hernandez-Orallo and J. Vila-Carbo, ``Network performance analysis based on histogram workload models'', in IEEE Symp. on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), October 2007, pp. 209--216.

A. Shevtekar and N. Ansari, ``A proactive test based differentiation to mitigate low rate DoS attacks'', in IEEE Conf. on Computer Communications and Networks (ICCCN), August 2007, pp. 639--644.

B. Whitehead, C.-H. Lung, and P. Rabinovitch, ``A TCP connection establishment filter: symmetric connection detection'', in IEEE Conf. on Communications (ICC), June 2007, pp. 247--253.

M. Iliofotou, P. Pappu, M. Faloutsos, M. Mitzenmacher, S. Singh, and G. Varghese, ``Network traffic analysis using traffic dispersion graphs (TDGs): techniques and hardware implementation'', Tech. rep., UC Riverside, May 2007.

R. Clegg, H. Haddadi, R. Landa, and M. Rio, ``Towards informative statistical flow inversion'', Tech. rep., arxiv.org, May 2007.

H. Haddadi, R. Landa, M. Rio, and S. Bhatti, ``Revisiting the issues on netflow sample and export performance'', Tech. rep., arxiv.org, April 2007.

L. Yuan, C. Chuah, and P. Mohapatra, ``ProgME: towards programmable network measurement'', ACM SIGCOMM Computer Communication Review, vol. 37, no. 4, pp. 97--108, January 2007.

L. Salgarelli, F. Gringoli, and T. Karagiannis, ``Comparing traffic classifiers'', ACM SIGCOMM Computer Communication Review, vol. 37, no. 3, pp. 65--68, January 2007.

M. Iliofotou, P. Pappu, M. Faloutsos, M. Mitzenmacher, S. Singh, and G. Varghese, ``Network monitoring using traffic dispersion graphs (TDGs)'', in Internet Measurement Conf. (IMC), January 2007, pp. 315--320.

E. Hernandez-Orallo and J. Vila-Carbo, ``A histogram-based stochastic process for finite buffer occupancy analysis'', in Conf. on Performance Evaluation Methodologies and Tools (VALUETOOLS), January 2007, vol. 321 (44) of ValueTools.

R. Clegg, ``Simulating internet traffic with Markov-modulated processes'', in UK Performance Engineering Workshop, January 2007.

J. Park, H.-R. Tyan, and C.-C. Jay~Kuo, ``GA-based internet traffic classification technique for QoS provisioning'', in Conf. on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), December 2006.

M. Okuno, S. Nishimura, S. Ishida, and H. Nishi, ``Cache-based network processor architecture: evaluation with real network traffic'', IEICE Trans. on Electronics, vol. E89-C, no. 11, pp. 1620--1628, November 2006.

K. Vishwanath and A. Vahdat, ``Realistic and responsive network traffic generation'', ACM SIGCOMM Computer Communication Review, vol. 36, no. 4, pp. 111--122, October 2006.

G. Varghese, J. Fingerhut, and F. F.~Bonomi, ``Detecting evasion attacks at high speeds without reassembly'', ACM SIGCOMM Computer Communication Review, vol. 36, no. 4, pp. 327--338, October 2006.

C. Estan, G. Varghese, and M. Fisk, ``Bitmap algorithms for counting active flows on high speed links'', IEEE/ACM Trans. on Networking (TON), vol. 14, no. 5, pp. 925--937, October 2006.

R. Clegg, ``Markov-modulated on/off processes for long-range dependent internet traffic'', Tech. rep., arxiv.org, October 2006.

F. Constantinou and P. Mavrommatis, ``Identifying known and unknown peer-to-peer traffic'', in IEEE Symp. on Network Computing and Applications (NCA), July 2006, pp. 93--102.

H. Wang, Y. Lin, Y. Jin, and S. Cheng, ``Easily-implemented adaptive packet sampling for high speed networks flow measurement'', in Conf. on Computational Science (ICCS), May 2006, vol. 3994 of Lecture Notes in Computer Science (LNCS), pp. 128--135.

S. Kumar, J. Maschmeyer, and P. Crowley, ``Exploiting locality to ameliorate packet queue contention and serialization'', in ACM Conf. on Computing Frontiers, May 2006, pp. 279--290.

Y. Chen and K. Hwang, ``Collaborative change detection of DDoS attacks on community and ISP networks'', in IEEE Symp. on Collaborative Technologies and Systems (CTS), May 2006, pp. 401--410.

A. Shriram and J. Kaur, ``Empirical study of the impact of sampling timescales and strategies on measurement of available bandwidth'', in Passive and Active Measurement (PAM), April 2006.

Y. Hu, D.-M. Chiu, and J. Lui, ``Entropy based flow aggregation'', in IFIP Networking Conf., April 2006, vol. 3976 of Lecture Notes in Computer Science (LNCS), pp. 1204--1209.

R. Clegg, ``Modelling internet traffic using Markov chains'' January 2006.

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Denial of Service Attacks

S. Behal and P. Singh, ``LeCAM: A novel metric for detecting DDoS attacks '', in IEEE Intl Conf. on Electronics and Communication and Aerospace Technology, June 2019, p. (7 pages).

J. Bakker, B. Ng, W.K.~G. Seah, and A. Pekar, ``Traffic Classification with Machine Learning in a Live Network'', in IFIP/IEEE Symp. on Integrated Network and Service Management (IM), May 2019, p. (6 pages).

M. Zhang, L. Shi, D. Sisodia, J. Li, and P. Reiher, ``On Multi-Point, In-Network Filtering of Distributed Denial-of-Service Traffic'', in IFIP/IEEE Symposium on Integrated Network and Service Management (IM), January 2019, p. (9 pages).

V.~R. Vipul, ``Hybrid Traceback Scheme for DDoS Attacks'', Recent Findings in Intelligent Computing Techniques, p. (7 pages), January 2019.

K.~S. Sahoo, S.~K. Panda, S. Sahoo, B. Sahoo, and R. Dash, ``Toward secure software-defined networks against distributed denial of service attack'', The Journal of Supercomputing, p. (46 pages), January 2019.

K.~M. Prasad, V.~S. Siva, K. Kishore, and M. Sreenivasulu, ``DITFEC: Drift Identification in Traffic-Flow Streams for DDoS Attack Defense Through Ensemble Classifier'', Computing and Network Sustainability, vol. 75, pp. (8 pages), January 2019.

N.~V. Patil, C.~R. Krishna, K. Kumar, and S. Behal, ``E-Had: A distributed and collaborative detection framework for early detection of DDoS attacks'', Journal of King Saud University - Computer and Information Sciences, p. (15 pages), January 2019.

M. Park and T.~V. Phan, ``Efficient Distributed Denial-of-Service Attack Defense in SDN-Based Cloud'', IEEE Access, vol. 7, pp. (14 pages), January 2019.

M. Nawrocki, T.~C. Schmidt, and M. Wahlisch, ``Uncovering Vulnerable Industrial Control Systems from the Internet Core'', Tech. rep., arxiv.org, January 2019.

P. Manso, J. Moura, and C. Serrao, ``SDN-Based Intrusion Detection System for Early Detection and Mitigation of DDoS Attacks'', Special Issue Insider Attacks, p. (17 pages), January 2019.

X. Liang and T. Znati, ``An empirical study of intelligent approaches to DDoS detection in large scale networks'', in 2019 International Conference on Computing, Networking and Communications (ICNC), January 2019, p. (7 pages).

A.~C. Lapolli, J.~A. Marques, and L.~P. Gaspary, ``Offloading Real-time DDoS Attack Detection to Programmable Data Planes'', in IFIP/IEEE Symposium on Integrated Network and Service Management (IM), January 2019, p. (9 pages).

B.~V. Kulchytskyy and L.~M. Cooperstein, ``To the Problem of Forming the Dataset for DDoS Attack Research'', M.S. thesis, Vinnitsa National Technical University, January 2019.

B.~A. Khalaf, S.~A. Mostafa, A. Mustapha, M.~A. Mohammed, and W.~M. Abduallah, ``Comprehensive Review of Artificial Intelligence and Statistical Approaches in Distributed Denial of Service Attack and Defense Methods'', IEEE Access, vol. 7, pp. (23 pages), January 2019.

W. Guo, X. Tang, J. Cheng, J. Xu, C. Cai, and Y. Guo, ``DDoS Attack Situation Information Fusion Method Based on Dempster-Shafer Evidence Theory'', in International Conference on Artificial Intelligence and Security, January 2019, p. (11 pages).

Y. Gu, K. Li, Z. Guo, and Y. Wang, ``Semi-Supervised K-Means DDoS Detection Method Using Hybrid Feature Selection Algorithm'', IEEE Access, vol. 7, pp. (15 pages), January 2019.

J. Cui, M. Wang, Y. Luo, and H. Zhong, ``DDoS detection and defense mechanism based on cognitive-inspired computing in SDN'', Future Generation Computer Systems, p. (8 pages), January 2019.

R. Cohen and Y. Nezri, ``Cardinality Estimation in a Virtualized Network Device Using Online Machine Learning'', Tech. rep., arxiv.org, January 2019.

J. Cheng, J. Li, X. Tang, V.~S. Sheng, C. Zhang, and M. Li, ``A Novel DDoS Attack Detection Method Using Optimized Generalized Multiple Kernel Learning'', Tech. rep., arxiv.org, January 2019.

J. Chen, X. Tang, J. Cheng, F. Wang, and R. Xu, ``DDoS Attack Detection Method Based on Network Abnormal Behavior in Big Data Environment'', Tech. rep., arxiv.org, January 2019.

P.~D. Bojovic, I. Basicevic, S. Ocovaj, and M. Popovic, ``A practical approach to detection of distributed denial-of-service attacks using a hybrid detection method'', Computers and Electrical Engineering, p. (13 pages), January 2019.

K. Bhushan and B.~B. Gupta, ``Network flow analysis for detection and mitigation of Fraudulent Resource Consumption (FRC) attacks in multimedia cloud computing'', Multimedia Tools and Applications, vol. 78, pp. (32 pages), January 2019.

A. Alsadhan, A. Hussain, P. Liatsis, M. Alani, H. Tawfik, P. Kendrick, and H. Francis, ``Locally weighted classifiers for detection of neighbor discovery protocol distributed denial-of-service and replayed attacks'', Transactions on Emerging Telecommunications Technologies, p. (15 pages), January 2019.

T.~L. Adelakun, ``A multifractal approach for detecting distributed denial of service attacks'', M.S. thesis, University of Manitoba, January 2019.

M. Petkovic, A contribution to the method for detection of denial of service attacks inInternet, Ph.D. thesis, Univ. of Novi Sad, September 2018.

Y. Hamid, R. Balasaraswathi, L. Journaux, and M. Sugumaran, ``Benchmark datasets for Network Intrusion Detection: A review'', Intl J. of Network Security, vol. 20, no. 4, pp. 645--654, July 2018.

J. Cheng, J. Zhou, Q. Liu, X. Tang, and Y. Guo, ``A DDoS detection method for socially aware networking based on forecasting fusion feature sequence'', Computer J., vol. 61, no. 7, pp. 959--970, July 2018.

S. Behal, K. Kumar, and M. Sachdeva, ``D-FACE: An anomaly based distributed approach for early detection of DDoS attacks and flash events'', J. of Network and Computer Applications, vol. 111, pp. 49--63, June 2018.

K.~M. Prasad, A.~R.~M. Reddy, and K.~V. Rao, ``DEFAD: ensemble classifier for DDOS enabled flood attack defense in distributed network environment'', Cluster Computing, vol. 21, pp. 1765--1783, May 2018.

J. Cheng, R. Xu, X. Tang, V. Sheng, and C. Cai, ``An abnormal network flow feature sequence prediction approach for DDoS attacks detection in big data environment'', CMC: Computers, Materials and Continua, vol. 55, no. 1, pp. 95--119, May 2018.

T.Y. Chang and C.J. Hsieh, ``Detection and Analysis of Distributed Denial-of-service in Internet of Things-Employing Artificial Neural Network and Apache Spark Platform'', Sensors and Materials, vol. 30, no. 4, pp. 857--867, April 2018.

A. Alsirhani, S. Sampalli, and P. Bodorik, ``DDoS attack detection system: Utilizing classification algorithms with Apache Spark'', in Conf. on New Technologies, Mobility and Security (NTMS), April 2018, p. (7 pages).

A. Abusitta, B. Martine, and M. Dagenais, ``An SVM-based framework for detecting DoS attacks in virtualized clouds under changing environment'', J. of Cloud Computing: Advances, Systems and Applications, vol. 7, no. 9, pp. (18 pages), April 2018.

N. Hoque and D. Bhattacharyya, ``HLR_DDoS: A low-rate and high-rate DDoS attack detection method using a -divergence'', in Intl Conf. on Computing and Communication Systems, March 2018, vol. 24 of Lecture Notes in Networks and Systems (LNNS), pp. 655--662.

R. Deka, D. Bhattacharyya, and J. Kalita, ``Granger causality in TCP flooding attack'', Intl J. of Network Security, vol. 21, no. 1, pp. 30--39, March 2018.

J. Vidal, A. Orozco, and L. Villalba, ``Adaptive artificial immune networks for mitigating DoS flooding attacks'', Swarm and Evolutionary Computation, vol. 38, pp. 94--108, February 2018.

R. Zhang, J. Cheng, X. Tang, Q. Liu, and X. He, ``DDoS Attack Security Situation Assessment Model Using Fusion Feature Based on Fuzzy C-Means Clustering Algorithm'', in International Conference on Cloud Computing and Security, January 2018, p. (17 pages).

Y. Yu, L. Guo, Y. Liu, J. Zheng, and Y. Zong, ``An Efficient SDN-Based DDoS Attack Detection and Rapid Response Platform in Vehicular Networks'', IEEE Access, vol. 6, pp. (10 pages), January 2018.

S. Wiedenmann, T. Mundt, and J. Goltz, ``Designing and Implementing a Benchmark Collection for Attack Simulation in Field bus Systems'', in 2018 IEEE Conference on Application, Information and Network Security (AINS), January 2018, p. (9 pages).

M. Wang, H. Zhou, and J. Chen, ``PoTiA: A Popularity and Timeout Analysis Based SDN Controller Protection Approach'', IEEE Access, vol. 6, pp. (15 pages), January 2018.

P. Vickers and M. Debashi, ``Sonification of Network Traffic for Detecting and Learning About Botnet Behavior'', IEEE Access, vol. 6, pp. (14 pages), January 2018.

J. Uramova, P. Sege, M. Moravik, J. Papan, M. Kontsek, and J. Hrabovsky, ``Infrastructure for Generating New IDS Dataset'', in 2018 16th International Conference on Emerging eLearning Technologies and Applications (ICETA), January 2018, vol. 16, p. (8 pages).

C.~Y. Tseung and K.~P. Chow, ``Forensic-Aware Anti-DDoS Device'', in 2018 IEEE Security and Privacy Workshops (SPW), January 2018, p. (12 pages).

T.~M. Thang, C.~Q. Nguyen, and K.~V. Nguyen., ``Synflood Spoofed Source DDoS Attack Defense Based on Packet ID Anomaly Detection with Bloom Filter'', in 2018 5th Asian Conference on Defense Technology (ACDT), January 2018, vol. 5.

K. Stamatios and M. Basil, ``Creating a Classifier for Categorizing Network Attacks Using Neural and Deep Neural Networks'', Tech. rep., National Technical University of Athens, January 2018.

I. Sharafaldin, A.~H. Lashkari, and A.~A. Ghorbani, ``A Detailed Analysis of the CICIDS2017 Data Set'', in International Conference on Information Systems Security and Privacy, January 2018, p. (17 pages).

I. Sharafaldin, A.~H. Lashkari, and A.~A. Ghorbani, ``Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization.'', in Proceedings of the 4th International Conference on Information Systems Security and Privacy (ICISSP 2018, January 2018, p. (9 pages).

I. Riadi and A.~W. Muhammad, ``Neural Network Based DDoS Detection Regarding Hidden Layer Variation'', Journal of Theoretical and Applied Information Technology, vol. 95, pp. (9 pages), January 2018.

M. Petkovic, I. Basicevic, D. Kukolj, and M. Popovic, ``Evaluation of Takagi-Sugeno-Kang fuzzy method in entropy-based detection of DDoS attacks'', Computer Science and Information Systems, vol. 15, no. 1, pp. 139--162, January 2018.

M. Pelloso, ``Distributed Denial of Service Attack Prediction System'', M.S. thesis, Federal University of Parana, January 2018.

T. Nam, P. Phong, T. Khoa, T. Huong, P. Nam, N. Thanh, L. Thang, P. Tran, Le. Dung, and V. Loi, ``Self-organizing map-based approaches in DDoS flooding detection using SDN'', in Intl Conf. on Information Networking (ICOIN), January 2018, pp. 249--254.

N.~I. Mowla, I. Doh, and K. Chae, ``CSDSM: Cognitive switch-based DDoS sensing and mitigation in SDN-driven CDNi word'', Computer Science and Information Systems, vol. 15, pp. (24 pages), January 2018.

C. Modi and D. Patel, ``A feasible approach to intrusion detection in virtual network layer of Cloud computing'', Academy Proceeding in Engineering Sciences, p. (16 pages), January 2018.

J.~D. Matyjas, ``Supporting Research and Development of Security Technologies through Network and Security Data Collection'', Tech. rep., AIR FORCE RESEARCH LABORATORY, January 2018.

J. Mao, W. Deng, and F. Shen, ``DDoS Flooding Attack Detection Based on Joint-Entropy with Multiple Traffic Features'', in 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE), January 2018, vol. 17th and 12th, p. (7 pages).

R. Maheshwari, A. Rajput, and A.~K. Gupta, ``Private Virtual Cloud Infrastructure Modelling using 'VCPHCF-RTT' Security Agent'', in 2018 4th International Conference on Computing Communication and Automation (ICCCA), January 2018, vol. 4, p. (5 pages).

S. Kirti, N. Agrawal, S. Kumar, and D.~K. Sah, ``Prevention of DDoS attack through harmonic homogeneity difference mechanism on traffic flow'', in 2018 4th International Conference on Recent Advances in Information Technology (RAIT), January 2018, vol. 4, p. (6 pages).

K. Johnson and T. De, ``Detection and differentiation of application layer DDoS attack from flash events using fuzzy-GA computation'', IET Information Security, p. (14 pages), January 2018.

G. Iliev and J.~R. Shaikh, ``Blockchain based Confidentiality and Integrity Preserving Scheme for Enhancing E-commerce Security'', in 2018 IEEE Global Conference on Wireless Computing and Networking (GCWCN), January 2018, p. (4 pages).

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M. Kim, S. Jung, and M. Park, ``A distributed self-organizing map for DoS attack detection'', in Conf. on Ubiquitous and Future Networks, August 2015, pp. 19--22.

C. Buragohain, M.J. Kalita, S. Singh, and D.K. Bhattacharyya, ``Anomaly based DDoS attack detection'', Intl J. of Computer Applications, vol. 123, no. 17, pp. 35--40, August 2015.

R. Wang, Z. Zhang, L. Ju, and Z. Jia, ``A novel OpenFlow-based DDoS flooding attack detection and response mechanism in Software-Defined Networking'', Intl J. of Information Security and Privacy (IJISP), vol. 9, no. 3, pp. 21--40, July 2015.

V. Bukac, Small scale denial of service attacks, Ph.D. thesis, Masaryk Univ., July 2015.

I.G. Padreny, ``Sistema de deteccion de ataques DDoS en Tor'', M.S. thesis, Univ. Complutense de Madrid, June 2015.

J. Martin, ``Sistema de deteccion de ataques DDoS en Tor'', M.S. thesis, Univ. Complutense de Madrid, June 2015.

S. Sharma, ``Shuffling based mechanism for DDoS prevention on cloud environment'', M.S. thesis, Natl Inst. of Technology, Rourkela, May 2015.

L.S. Juturu, ``Applying big data analytics on integrated cybersecurity datasets'', M.S. thesis, Texas Tech Univ., Lubbock, TX, US, May 2015.

S.Y. Dorbala and N. Hubballi, ``An experience report on scalable implementation of DDoS attack detection'', Lecture Notes in Business Information Processing (LNBIP), vol. 215, pp. 518--529, May 2015.

J. David and C. Thomas, ``DDoS attack detection using fast entropy approach on flow-based network traffic'', Procedia Computer Science, vol. 50, pp. 30--36, May 2015.

W. Chen and Y. Guan, ``Distinct element counting in distributed dynamic data streams'', in Conf. on Computer Communications (INFOCOM), May 2015, pp. 2371--2379.

V. Aghaei-Foroushani and A.N. Zincir-Heywood, ``Investigating unique flow marking for tracing back DDoS attacks'', in Symp. on Integrated Network Management (IM), May 2015, pp. 762--765.

H. Jiang, S. Chen, H. Hu, and M. Zhang, ``Superpoint-based detection against distributed denial of service (DDoS) flooding attacks'', in Workshop on Local and Metropolitan Area Networks, April 2015, p. (6 pages).

M.H. Bhuyan, A. Kalwar, A. Goswami, D.K. Bhattacharyya, and J.K. Kalita, ``Low-rate and high-rate Distributed DoS attack detection using partial rank correlation'', in Intl. Conf. on Communication Systems and Network Technologies (CSNT), April 2015, pp. 706--710.

E. Balkanli, ``A comprehensive study on one-way backscatter traffic analysis'', M.S. thesis, Dalhousie Univ., Halifax, CA, April 2015.

S. Shamshirband, B. Daghighi, N.B. Anuar, L.M. Kiah, A. Patel, and A. Abraham, ``Co-FQL: Anomaly detection using cooperative fuzzy Q-learning in network'', J. Intelligent and Fuzzy Systems, vol. 28, no. 3, pp. 1345--1357, January 2015.

Y. Lai, Y. Chen, Z. Liu, Z. Yang, and X. Li, ``On monitoring and predicting mobile network traffic abnormality'', Simulation Modelling Practice and Theory, vol. 50, pp. 176--188, January 2015.

M.H. Bhuyan, D.K. Bhattacharyya, and J.K. Kalita, ``An empirical evaluation of information metrics for low-rate and high-rate DDoS attack detection'', Pattern Recognition Letters, vol. 51, no. C, pp. 1--7, January 2015.

M. Wan, H.-K. Zhang, T.-Y. Wu, and C.-H. Lo, ``Anomaly detection and response approach based on mapping requests'', Security and Communication Networks, vol. 7, no. 12, pp. 2277--2292, December 2014.

A. Shrestha, Visualizing spatio-temporal data, Ph.D. thesis, Georgia State Univ., December 2014.

A. Shrestha, Y. Zhu, and K. Manandhar, ``NetTimeView: Applying spatio-temporal data visualization techniques to DDoS attack analysis'', in Advances in Visual Computing, December 2014, vol. 8887 of Lecture Notes in Computer Science, pp. 357--366.

K. Kato and V. Klyuev, ``Large-scale network packet analysis for intelligent DDoS attack detection development'', in Conf. on Internet Technology and Secured Transactions (ICITST), December 2014, pp. 360--365.

W. Bhaya and M.E. Manaa, ``A proactive DDoS detection approach using data mining cluster analysis'', J. of Next Generation Information Technology, vol. 5, no. 4, pp. 36--47, November 2014.

Y. Purwanto, Hendrawan Kuspriyanto, and B. Rahardjo, ``Traffic anomaly detection in DDos flooding attack'', in Conf. on Telecommunication Systems Services and Applications (TSSA), October 2014, p. (6 pages).

J. Wang and I.C. Paschalidis, ``Botnet detection using social graph analysis'', in Allerton Conf. on Communication, Control, and Computing, September 2014, pp. 393--400.

V. Srihari and R. Anitha, ``DDoS detection system using wavelet features and semi-supervised learning'', in Symp. on Security in Computing and Communications, September 2014, vol. 467 of Communications in Computer and Information Science, pp. 291--303.

P. Shamsolmoali and M. Zareapoor, ``Statistical-based filtering system against DDOS attacks in cloud computing'', in Conf. on Advances in Computing, Communications and Informatics (ICACCI), September 2014, pp. 1234--1239.

K. Kato and V. Klyuev, ``An intelligent DDoS attack detection system using packet analysis and support vector machine'', Intl J. of Intelligent Computing Research (IJICR), vol. 5, no. 3, pp. 464--471, September 2014.

K. Giotis, G. Androulidakis, and V. Maglaris, ``Leveraging SDN for efficient anomaly detection and mitigation on legacy networks'', in European Workshop on Software Defined Networks, September 2014, pp. 85--90.

M.H. Bhuyan, D.K. Bhattacharyya, and J.K. Kalita, ``Information metrics for low-rate DDoS attack detection: A comparative evaluation'', in Intl. Conf. on Contemporary Computing (IC3), August 2014, pp. 80--84.

M. Barati, A. Abdullah, N.I. Udzir, R. Mahmod, and N. Mustapha, ``Distributed Denial of Service detection using hybrid machine learning technique'', in Symp. on Biometrics and Security Technologies (ISBAST), August 2014, pp. 268--273.

V. Aghaei-Foroushani and A.N. Zincir-Heywood, ``TDFA: Traceback-based defense against DDoS flooding attacks'', in IEEE Int Conf. on Advanced Information Networking and Applications (AINA), May 2014, pp. 597--604.

S. Bhatia, D. Schmidt, G. Mohay, and A. Tickle, ``A framework for generating realistic traffic for Distributed Denial-of-Service attacks and flash events'', Computers and Security, vol. 40, pp. 95--107, February 2014.

R. Takahashi, ``Distributed denial of service (DDoS) attack detection system using burst detection'' January 2014.

H. Luo, Y. Lin, H. Zhang, and M. Zukerman, ``Preventing DDoS attacks by identifier/locator separation'', IEEE Network, vol. 27, no. 6, pp. 60--65, November 2013.

M.H. Bhuyan, Applying data mining techniques in anomaly based network intrusion detection, Ph.D. thesis, Tezpur Univ., September 2013.

S. Bhatia, Detecting Distributed Denial-of-Service attacks and flash events, Ph.D. thesis, Queensland Univ. of Technology, Brisbane, Australia, August 2013.

C. Joslyn, S. Choudhury, D. Haglin, B. Howe, B. Nickless, and B. Olsen, ``Massive scale cyber traffic analysis: A driver for graph database research'', in Workshop on Graph Data Management Experiences and Systems (GRADES), June 2013, p. (6 pages).

K. Dassouki, H. Debar, H. Safa, and A. Hijazi, ``A TCP delay-based mechanism for detecting congestion in the Internet'', in Conf. on Communications and Information Technology (ICCIT), June 2013, pp. 141--145.

H. Liu, A collaborative defense framework against DDoS attacks in networks, Ph.D. thesis, Washington State Univ., Pullman, WA, US, May 2013.

W. Chen, Y. Liu, and Y. Guan, ``Cardinality change-based early detection of large-scale cyber-attacks'', in IEEE INFOCOM, April 2013, pp. 1788--1796.

M. Callau-Zori, R. Jimenez-Peris, V. Gulisano, M. Papatriantafilou, Z. Fu, and M. Patino-Martinez, ``STONE: A stream-based DDoS defense framework'', in ACM Symp. on Applied Computing (SAC), March 2013, pp. 807--812.

P.A.R. Kumar and S. Selvakumar, ``Detection of distributed denial of service attacks using an ensemble of adaptive and hybrid neuro-fuzzy systems'', Computer Communications, vol. 36, no. 3, pp. 303--319, February 2013.

S. Bhatia, D. Schmidt, and G. Mohay, ``Ensemble-based DDoS detection and mitigation model'', in Conf. on Security of Information and Networks (SIN), October 2012, pp. 79--86.

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E. Feitosa, E. Souto, and D.H. Sadok, ``An orchestration approach for unwanted Internet traffic identification'', Computer Networks, vol. 56, pp. 2805--2831, May 2012.

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F.M. Khan, Assuring network service with bandwidth and integrity based fairness, Ph.D. thesis, Univ. Illinois, Urbana-Champaign, January 2011.

Other Datasets

A.~M. Rehman, S. Goldberg, and D. Choffnes, ``Passport: Enabling Accurate Country-Level Router Geolocation using Inaccurate Sources'', Tech. rep., arxiv.org, January 2019.

D. Gong, M. Tran, S. Shinde, H. Jin, V. Sekar, P. Saxena, and M.~S. Kang, ``Practical Verifiable In-network Filtering for DDoS defense'', Tech. rep., arxiv.org, January 2019.

R. Dahlberg, T. Pulls, J. Vestin, T. Hoiland-Jorgensen, and A. Kassler, ``Aggregation-based certificate transparency gossip'', Tech. rep., arxiv.org, June 2018.

Z. Liu, Y. Liu, P. Winter, P. Mittal, and Y. Hu, ``TorPolice: Towards enforcing service-defined access policies in anonymous systems'', Tech. rep., arxiv.org, December 2017.

Z. Liu, Minimal deployable endpoint-driven network forwarding: principle, designs and applications, Ph.D. thesis, Univ. of Illinois at Urbana-Champaign, July 2017.

A. Jeyasekar, S. Kasmir~Raja, and R. Annie~Uthra, ``Congestion avoidance algorithm using ARIMA(2,1,1) model-based RTT estimation and RSS in heterogeneous wired-wireless networks'', J. of Network and Computer Applications, vol. 93, pp. 91--109, May 2017.

Paper Data and Tools

T. Lee, C. Pappas, A. Perrig, V. Gligor, and Y. Hu, ``The case for in-network replay suppression'', in Asia Conf. on Computer and Communications Security, April 2017, pp. 862--873.

T. Krenc and A. Feldmann, ``BGP prefix delegations: A deep dive'', in Internet Measurement Conf. (IMC), November 2016, pp. 469--475.

J. Singh, ``Using looking glasses to understand the Internet's structure'', in Seminars Future Internet (FI) and Innovative Internet Technologies and Mobile Communications (IITM), September 2016, pp. 47--53.

R. Nithyanand, O. Starov, A. Zair, P. Gill, and M. Schapira, ``Measuring and mitigating AS-level adversaries against Tor'', Tech. rep., arxiv.org, December 2015.

N. Kamiyama, ``Analyzing impact of introducing CCN on profit of ISPs'', IEEE Trans. on Network and Service Management, vol. 12, no. 2, pp. 176--187, June 2015.

N. Kamiyama, ``CCN economics: Can ISPs profit by introducing CCN?'', in Conf. on Network and Service Management (CNSM) and Workshop, November 2014, pp. 242--247.

Topology with Archipelago

Y. Sun, M. Li, S. Su, Z. Tian, W. Shi, and M. Han, ``Secure data sharing framework via hierarchical greedy embedding in darknets'', Mobile Networks and Applications, p. (9 pages), August 2019.

T. Bottger, G. Antichi, E.L. Fernandes, R. di Lallo, M. Bruyere, S. Uhlig, G. Tyson, and C. Ignacio, ``Shaping the Internet: 10 years of IXP growth'', Tech. rep., arxiv.org, July 2019.

X. Wu, X. Gong, Q. Wu, X. Que, and Y. Tian, ``Hierarchical Forwarding Bit Index Explicit Replication (HF-BIER) in Multicast'', in IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC), January 2019, vol. 8, p. (5 pages).

Y. Vanaubel, J.~R. Luttringer, P. Merindol, J.~J. Pansiot, and B. Donnet, ``TNT, Watch me Explode: A Light in the Dark for Revealing MPLS Tunnels'', Tech. rep., arxiv.org, January 2019.

D. Tolpin, ``Population anomaly detection through deep gaussianization'', in Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, January 2019, p. (6 pages).

I. Sfirakis and V. Kotronis, ``Validating IP Prefixes and AS-Paths with Blockchains'', Tech. rep., arxiv.org, January 2019.

E.~C. Rye, J. Martin, and R. Beverly, ``EUI-64 Considered Harmful'', Tech. rep., arxiv.org, January 2019.

I. Papp, L. Varga, M. Afifi, I. Gere, and Z. Neda, ``Scaling in the space-time of the Internet'', Scientific Reports, vol. 9, pp. (9 pages), January 2019.

F. Papadopoulos and K.~K. Kleineberg, ``Link persistence and conditional distances in multiplex networks'', Physics Review E, vol. 99, pp. (18 pages), January 2019.

A. Milolidakis, R. Fontugne, and X. Dimitropoulos, ``Detecting Network Disruptions At Colocation Facilities'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).

M. Li, B. Zong, C. Lumezanu, and H. Chen, ``Learning IP network representations'', ACM SIGCOMM Computer Communication Review, vol. 48, pp. (6 pages), January 2019.

M. Iodice, M. Candela, and G. Di~Battista, ``Periodic Path Changes in RIPE Atlas'', IEEE Access, vol. 7, pp. (9 pages), January 2019.

J. Holland, J. Smith, and M. Schuchard, ``Measuring Irregular Geographic Exposure on the Internet'', Tech. rep., arxiv.org, January 2019.

A. Funel, ``Evolution of the Internet at the Autonomous Systems Level During a Decade'', Tech. rep., arxiv.org, January 2019.

D. Frigioni, M. D'Emidio, and G. D'Angelo, ``Fully Dynamic 2-Hop Cover Labeling'', Journal of Experimental Algorithmics (JEA), vol. 24, pp. (36 pages), January 2019.

O.~E. Elejla, M. Anbar, B. Belaton, B. Alabsi, and A.~K. Al-Ani, ``Comparison of Classification Algorithms on ICMPv6-Based DDoS Attacks Detection'', Computational Science and Technology, p. (10 pages), January 2019.

M. D'Emidio and D. Frigioni, ``Distributed Shortest Paths on Power Law Networks in the Generalized Linear Preference Model: An Experimental Study'', in International Conference on Computational Science and Its Applications, January 2019, p. (9 pages).

V. Chepoi, F.~F. Dragan, M. Habib, Y. Vaxes, and H. Alrasheed, ``Fast approximation of eccentricities and distances in hyperbolic graphs'', Journal of Graph Algorithms and Applications, vol. 23, pp. (41 pages), January 2019.

A. Berg and D. Forsberg, ``Identifying DNS-tunneled traffic with predictive models'', Tech. rep., arxiv.org, January 2019.

R.~C. Baishya and D.~K. Bhattacharyya, ``A Complete Detection and Mitigation Framework to Protect a Network from DDoS Attacks'', IETE Journal of Research, p. (19 pages), January 2019.

L. Basheir, ``Power-law degree distribution consistency in the AS-level Internet topology'', in Intl Conf. on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), November 2018, p. (5 pages).

S. Sigloch, Mobile Internet connectivity, exploring structural bottlenecks in Tamil Nadu using active Internet periphery measurements, Ph.D. thesis, Anglia Ruskin University, October 2018.

R. Barik, M. Welzl, A.~M. Elmokashfi, T. Dreibholz, and S. Gjessing, ``Can WebRTC QoS Work? A DSCP measurement study'', Intl Teletraffic Congress, vol. 30, pp. (9 pages), October 2018.

M. Apostolaki, G. Marti, J. Muller, and L. Vanbever, ``SABRE: Protecting bitcoin against routing attacks'', Tech. rep., arxiv.org, August 2018.

F. Wang, L. Gao, S. Xiaozhe, H. Hirai, and K. Fujikawa, ``Efficient handling of excessive locators in hierarchical addressing'', in IEEE Conf. on Computer Communications, July 2018, p. (6 pages).

A. Singh, S. Garg, S. Batra, N. Kumar, and J.~J. Rodrigues, ``Bloom filter based optimization scheme for massive data handling in IoT environment'', Future Generation Computer Systems, vol. 82, pp. 440--449, May 2018.

V. Kirilin and S. Gorinsky, ``A protocol-ignorance perspective on incremental deployability of routing protocols'', in IFIP Networking Conf. (NETWORKING), May 2018, p. (9 pages).

J.A. Holland, ``Quantifying irregular geographic exposure on the Internet'', M.S. thesis, Univ. of Tennessee, May 2018.

P. Mell, A. Gueye, and C. Schanzle, ``Quantifying information exposure in Internet routing'', in Conf. on Trust, Security And Privacy In Computing And Communications/Big Data Science And Engineering (TrustCom/BigDataSE), April 2018.

D. Griffin, T. Phan, E. Maini, M. Rio, and P. Simoens, ``On the feasibility of using current data centre infrastructure for latency-sensitive applications'', IEEE Trans. on Cloud Computing, p. (14 pages), April 2018.

J.H. Wang and C. An, ``A study on geographic properties of Internet routing'', Computer Networks, vol. 133, pp. 183--194, March 2018.

A. Gueye and B. Mbaye, ``On the prevalence of boomerang routing in Africa: Analysis and potential solutions'', in Innovations and Interdisciplinary Solutions for Underserved Areas (InterSol), March 2018, pp. 3--12.

D. Glasser, Longitudinal study of large-scale traceroute results, Ph.D. thesis, Naval Postgraduate School, March 2018.

A.Y. Nur and M.E. Tozal, ``Cross-AS (X-AS) Internet topology mapping'', Computer Networks, vol. 132, pp. 53--67, February 2018.

S. Yan and A. Khan, ``Composite Hashing for Data Stream Sketches'', Tech. rep., arxiv.org, January 2018.

L. Xue, X. Ma, X. Luo, E.~W.~W. Chang, T.~T.~N. Miu, and G. Gu, ``LinkScope: Toward Detecting Target Link Flooding Attacks'', IEEE Transactions on Information Forensics and Security, vol. 13, pp. (16 pages), January 2018.

H. Qiu, H. Zhu, Y. Li, and Z. Zeng, ``FD-SP: A Method for Predicting Cascading Failures of Inter-domain Routing System'', in 2018 IEEE 4th International Conference on Computer and Communications (ICCC), January 2018, vol. 4, p. (6 pages).

P.~J. Pearce, Methods and Systems for Understanding Large-Scale Internet Threats, Ph.D. thesis, University of California, Berkeley, January 2018.

A.~Y. Nur and M.~E. Tozal, ``Geography and Routing in the Internet'', ACM Transactions on Spatial Algorithms and Systems (TSAS), vol. 4, pp. (16 pages), January 2018.

B.~Q. Musawi, Detecting BGP Anomalies Using Recurrence Quantification Analysis, Ph.D. thesis, Research Gate, January 2018.

S. Malliga, C.~S. Kanimozhiselvi, and S.~V. Kogilavani, ``A Logarithmic and Exponentiation Based IP Traceback Scheme with Zero Logging and Storage Overhead'', International Journal on Future Revolution in Computer Science and Communication Engineering, vol. 4, pp. (8 pages)", January 2018.

Y. Li, H. Xie, and J.~C.~S. Lui, ``Quantifying Deployability and Evolvability of Future Internet Architectures via Economic Models'', in 2018 IEEE 26th International Conference on Network Protocols (ICNP), January 2018, vol. 26, p. (11 pages).

M. Li, C. Lumensanu, B. Zong, and H. Chen, ``Deep Learning IP Network Representations'', in Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, January 2018, p. (7 pages).

D. Kiedanski, E. Grampin, and J.~I. Alvarez-Hamelin, ``The Atlas Vision of IPv6 in Latin America: Topology and Latency'', in Proceedings of the 10th Latin America Networking Conference, January 2018, p. (8 pages).

H. Hu, W. Liu, G. Fei, S. Yang, and G. Hu, ``A Novel Method for Router-to-AS Mapping Based on Graph Community Discovery'', Information and Communications Technology, p. (15 pages), January 2018.

J. Heidemann, Y. Pradkin, and A. Nisar, ``Back Out: End-to-end Inference of Common Points-of-Failure in the Internet (extended)'', Tech. rep., University of Southern California / Information Sciences Institute, January 2018.

K. Fukuda and J. Heidemann, ``Who Knocks at the IPv6 Door?: Detecting IPv6 Scanning'', in Proceedings of the Internet Measurement Conference 2018, January 2018, p. (7 pages).

Z. Fan, Z. Han, W.~K.~S. Tang, and D. Lin, ``Relay-based information broadcast in complex networks'', Physica A: Statistical Mechanics and its Applications, vol. 495, pp. (13 pages), January 2018.

Z. Fan and W. Tang, ``Interplay of ICP and IXP over the Internet with power-law features'', Intl J. of Modern Physics C, vol. 29, no. 1, pp. (17 pages), January 2018.

B. Fabian, T. Ermakova, and Z. Ghazaryan, ``Internet Connectivity of Financial Services - A Graph-based Analysis'', SSRN Electronic Journal, p. (32 pages), January 2018.

B. Fabian, S. Kelkel, T. Ermakova, and A. Baumann, ``Attacking Internet Border Routers - A Graph-Based Analysis of Strategies'', Tech. rep., ssrn.com, January 2018.

O.~E. Elejla, M. Anbar, B. Belaton, and S. Hamouda, ``Labeled flow-based dataset of ICMPv6-based DDoS attacks'', Tech. rep., arxiv.org, January 2018.

G. D'Angelo, M. D'Emidio, and D. Frigioni, ``Distance-Vector Algorithms for Distributed Shortest Paths Computation in Dynamic Networks'', Shortest Path Solvers. From Software to Wetware, p. (45 pages), January 2018.

D. Cicalese and D. Rossi, ``A longitudinal study of IP Anycast'', ACM SIGCOMM Computer Communication Review, vol. 48, pp. (9 pages), January 2018.

C.~O. Camargo, E.~R. Faria, B.~B. Zarpelao, and R.~S. Miani, ``Qualitative evaluation of denial of service datasets'', in Proceedings of the XIV Brazilian Symposium on Information Systems, January 2018, p. (8 pages).

R. Beverly, R. Duraiajan, D. Plonka, and J.~P. Roherer, ``In the IP of the Beholder: Strategies for Active IPv6 Topology Discovery'', in Proceedings of the Internet Measurement Conference 2018, January 2018, p. (14 pages).

P. Barford, ``Diverse Data Sets for Impact'', Tech. rep., University of Wisconsin System Madison United States, January 2018.

G. Aceto, A. Botta, P. Marchetta, V. Persico, and A. Pescape, ``A comprehensive survey on internet outages'', Journal of Network and Computer Applications, p. (48 pages), January 2018.

T. Xu, D. Gao, P. Dong, C. Foh, and H. Zhang, ``Mitigating the table-overflow attack in Software-Defined Networking'', IEEE Trans. on Network and Service Management, vol. 14, no. 4, pp. 1086--1097, December 2017.

K.-K. Kleineberg, ``Metric clusters in evolutionary games on scale-free networks'', Nature Communications, vol. 8, pp. (8 pages), December 2017.

Y. Vanaubel, P. Merindol, J. Pansiot, and B. Donnet, ``Through the wormhole: Tracking invisible MPLS tunnels'', in Internet Measurement Conf. (IMC), November 2017, pp. 29--42.

A. Murdock, F. Li, P. Bramsen, Z. Durumeric, and V. Paxson, ``Target generation for Internet-wide IPv6 scanning'', in Internet Measurement Conf. (IMC), November 2017, p. (12 pages).

S. Mukherjee, S. Sriram, T. Vu, and D. Raychaudhuri, ``EIR: Edge-aware inter-domain routing protocol for the future mobile internet'', Computer Networks, vol. 127, pp. 13--30, November 2017.

F. Lichtblau, F. Streibeld, T. Kruger, P. Richter, and A. Feldmann, ``Detection, classification, and analysis of inter-domain traffic with spoofed source IP addresses'', in Internet Measurement Conf. (IMC), November 2017, p. (14 pages).

F. Wang, X. Shao, L. Gao, H. Hirai, and K. Fujikawa, ``Labelling and encoding hierarchical addressing for scalable Internet routing'', in Adv. in Computer and Computational Sciences, September 2017, vol. 554 of Adv. in Intelligent Systems and Computing (AISC), pp. 287--292.

R. Mayer, L. Graser, H. Gupta, E. Saurez, and U. Ramachandran, ``EmuFog: Extensible and scalable emulation of large-scale fog computing infrastructures'', Tech. rep., arxiv.org, September 2017.

K. Edeline and B. Donnet, ``A first look at the prevalence and persistence of middleboxes in the wild'', in Intl Teletraffic Congress, September 2017, pp. 161--168.

M. Ando, M. Okada, and A. Kanaoka, ``Simulation study of BGP origin validation effect against mis-origination with Internet topology'', in Asia Joint Conf. on Information Security, September 2017, pp. 75--82.

H. Luo, Z. Chen, J. Li, and A.V. Vasilakos, ``Preventing distributed Denial-of-Service flooding attacks with dynamic path identifiers'', IEEE Trans. on Information Forensics and Security, vol. 12, no. 8, pp. 1801--1815, August 2017.

F. Bronzino, S. Mukherjee, and D. Raychaudhuri, ``The named-object abstraction for realizing advanced mobility services in the future Internet'', in Proc. of the Workshop on Mobility in the Evolving Internet Architecture, August 2017, pp. 37--42.

A. Muscoloni and C.V. Cannistraci, ``Local-ring network automata and the impact of hyperbolic geometry in complex network link-prediction'', Tech. rep., arxiv.org, July 2017.

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P. Marchetta, P. Merindol, B. Donnet, A. Pescape, and J.-J. Pansiot, ``Topology discovery at the router level: a new hybrid tool targeting ISP networks'', IEEE J. Selected Areas in Communications, vol. 29, no. 6, pp. 1776--1787, October 2011.

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Topology with BGP

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Y. Yang, X. Yin, X. Shi, Z. Wang, J. He, T.~Z.~J. Fu, and M. Winslett, ``Inter-domain routing bottlenecks and their aggravation'', Computer Networks, vol. 162, January 2019.

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K.~G. Leyba, B. Edwards, C. Freeman, J.~R. Crandall, and S. Forrest, ``Borders and gateways: measuring and analyzing national as chokepoints'', in Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies, January 2019, vol. 2, p. (11 pages).

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S. Sigloch, Mobile Internet connectivity, exploring structural bottlenecks in Tamil Nadu using active Internet periphery measurements, Ph.D. thesis, Anglia Ruskin University, October 2018.

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T. Bottger, F. Cuadrado, and S. Uhlig, ``Looking for hypergiants in PeeringDB'', in ACM SIGCOMM Computer Communication Review, July 2018, vol. 48 (3), pp. 13--19.

R. Dahlberg, T. Pulls, J. Vestin, T. Hoiland-Jorgensen, and A. Kassler, ``Aggregation-based certificate transparency gossip'', Tech. rep., arxiv.org, June 2018.

A. Baumann, Network Science - Applications in technology, business and social media, Ph.D. thesis, Humboldt Univ. of Berlin, June 2018.

W.J.A. Silva, ``An architecture to manage incoming traffic of inter-domain routing using OpenFlow networks'', Information, vol. 9, no. 4, pp. (23 pages), April 2018.

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A. Shah, Systems for characterizing Internet routing, Ph.D. thesis, Colorado State Univ., April 2018.

J.R. Mendoza, R. Ocampo, I. Montes, and C.A. Festin, ``Efficient feature extraction for Internet data analysis using AS2Vec'', in ACM Symp. on Applied Computing, April 2018, pp. 1006--1013.

P. Mell, A. Gueye, and C. Schanzle, ``Quantifying information exposure in Internet routing'', in Conf. on Trust, Security And Privacy In Computing And Communications/Big Data Science And Engineering (TrustCom/BigDataSE), April 2018.

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M.E. Tozal, ``Policy-preferred paths in AS-level Internet topology graphs'', Theory and Applications of Graphs, vol. 5, no. 1, pp. (27 pages), March 2018.

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D. Glasser, Longitudinal study of large-scale traceroute results, Ph.D. thesis, Naval Postgraduate School, March 2018.

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L. He, Y. Jia, G. Ren, and Y. Liu, ``RISP: An RPKI-based inter-AS source protection mechanism'', Tsinghua Science and Technology, vol. 23, no. 1, pp. 1--12, February 2018.

C. Chen, D. Asoni, A. Perrig, D. Barrera, G. Danezis, and C. Troncoso, ``TARANET: Traffic-analysis resistant anonymity at the NETwork layer'', Tech. rep., arxiv.org, February 2018.

M.A. Canbaz, K. Bakhshaliyev, and M.H. Gunes, ``Router-level topologies of Autonomous Systems'', Springer Proc. in Complexity, vol. IX, pp. 243--257, February 2018.

J. Xue, J. Wang, S. Liu, X. Ma, and H. Wang, ``Dissecting persistent instability of web service: A joint perspective of server schedule dynamics and path latency'', International Journal of Communication Systems, p. (11 pages), January 2018.

Q. Xiang, J.~J. Zhang, X.~T. Wang, Y.~J. Liu, C. Guok, F. Le, J. MacAuley, H. Newman, and Y.~R. Yang, ``Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences'', in Intl Conf. for High Performance Computing, Networking, Storage and Analysis, January 2018, p. (13 pages).

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Z. Weinberg, Toward Automated Worldwide Monitoring of Network-level Censorship, Ph.D. thesis, Carnegie Mellon University, January 2018.

R. Wails, Y. Sun, A. Johnson, M. Chiang, and P. Mittal, ``Tempest: Temporal dynamics in anonymity systems'', Tech. rep., arxiv.org, January 2018.

M. Syamkumar, S.~K. Mani, R. Durairajan, P. Barford, and J. Sommers, ``Wrinkles in Time: Detecting Internet-wide Events via NTP'', in 2018 IFIP Networking Conference (IFIP Networking) and Workshops, January 2018, p. (9 pages).

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F. Streibelt, F. Lichtblau, R. Beverly, A.~F. Max, C. Pelsser, G. Smaragdakis, and R. Bush, ``BGP Communities: Even more Worms in the Routing Can'', in Internet Measurement Conf. (IMC), January 2018, p. (14 pages).

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F. Michelinakis, H. Doroud, A. Razaghpanah, A. Lutu, N. Vallina-Rodriguez, P. Gill, and J. Widmer, ``The cloud that runs the mobile Internet: A measurement study of mobile cloud services'', in Conf. on Computer Communications, January 2018, vol. 37, p. (9 pages).

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Topology with Skitter

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S. Sigloch, Mobile Internet connectivity, exploring structural bottlenecks in Tamil Nadu using active Internet periphery measurements, Ph.D. thesis, Anglia Ruskin University, October 2018.

A. Rezvanian, A.~M. Saghiri, S.~M. Vahidipour, M. Esnaashari, and M.~R. Meybodi, ``Learning Automata for Cognitive Peer-to-Peer Networks'', Recent Advances in Learning Automata, p. (58 pages), January 2018.

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V. Murugesan and M. Selvaraj, ``UDP based IP Traceback for Flooding DDoS Attack'', The International Arab Journal of Information Technology, p. (9 pages), January 2018.

S. Malliga, C.~S. Kanimozhiselvi, and S.~V. Kogilavani, ``A Logarithmic and Exponentiation Based IP Traceback Scheme with Zero Logging and Storage Overhead'', International Journal on Future Revolution in Computer Science and Communication Engineering, vol. 4, pp. (8 pages)", January 2018.

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Y. Wang, S. Su, Y. Yang, and J. Ren, ``A more efficient hybrid approach for single-packet IP traceback'', in EUROMICRO Conf. on Parallel, Distributed and Network-Based Processing (PDP), February 2012, pp. 275--282.

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H.V. Madhyastha, E. Katz-Bassett, T. Anderson, A. Krishnamurthy, and A. Venkataramani, ``iPlane Nano: path prediction for peer-to-peer applications'', in USENIX Symp. on Networked Systems Design and Implementation (NSDI), April 2009, pp. 137--152.

J. Leskovec, K.J. Lang, A. Dasgupta, and M.W. Mahoney, ``Large-scale community structure in social and information networks'', Tech. rep., Carnegie Mellon Univ., March 2009.

M.H. Gunes and K. Sarac, ``Analyzing router responsiveness to active measurement probes'', in Passive and Active Measurement (PAM), March 2009, vol. 5448 of Lecture Notes in Computer Science (LNCS), pp. 23--32.

A. Durresi, V. Paruchuri, and L. Barolli, ``Fast autonomous system traceback'', J. Network and Computer Applications, vol. 32, no. 2, pp. 448--454,, March 2009.

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