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Center for Applied Internet Data Analysis
Alberto Dainotti

Full Publication List

Journals

Lost in Space: Improving Inference of IPv4 Address Space Utilization
A. Dainotti, K. Benson, A. King, B. Huffaker, E. Glatz, X. Dimitropoulos, P. Richter, A. Finamore, A. Snoeren
IEEE Journal on Selected Areas in Communications (J-SAC), in press, 2016

Estimating Internet address space usage through passive measurements
A. Dainotti, K. Benson, A. King, K. C. Claffy, M. Kallitsis, E. Glatz, X. Dimitropoulos
ACM SIGCOMM Computer Communication Review -- Volume 44 Issue 1, January 2014. Pages 42-49

Analysis of a "/0" Stealth Scan from a Botnet
A. Dainotti, A. King, K. C. Claffy, F. Papale, A. Pescapè
IEEE/ACM Transactions on Networking - vol.23, no.2, pp.341,354, April 2015

Analysis of Country-wide Internet Outages Caused by Censorship
A. Dainotti, C. Squarcella, E. Aben, K. C. Claffy, M. Chiesa, M. Russo, A. Pescapè,
IEEE/ACM Transactions on Networking - vol.22, no.6, pp.1964,1977, Dec. 2014.

Traffic Identification Engine (TIE): an Open Platform for Traffic Classification
W. de Donato, A. Dainotti, A. Pescapè,
IEEE Network - vol.28, no.2, pp.56, 64, March-April 2014

A Coordinated View of the Temporal Evolution of Large-scale Internet Events
A. King. B. Huffaker, A. Dainotti, K. C. Claffy
Computing (Springer), January 2013

A tool for the generation of realistic network workload for emerging networking scenarios
A. Botta, A. Dainotti, A. Pescapè
Computer Networks (Elsevier), Volume 56, Issue 15, October 2012
in the top25 of most cited articles published in Elsevier Computer Networks since 2012

Extracting Benefit from Harm: Using Malware Pollution to Analyze the Impact of Political and Geophysical Events on the Internet (pdf)
A. Dainotti, R. Amman, E. Aben, K. C. Claffy
ACM SIGCOMM Computer Communication Review, January 2012
Awarded as one of top-three papers in ACM SIGCOMM Computer Communication Review in 2012 and presented at SIGCOMM 2012

Issues and Future Directions in Traffic Classification (pdf)
A. Dainotti, A. Pescapè, K. C. Claffy,
IEEE Network, Vol. 26, Issue 1, pp. 35-40, January-February 2012

Do You Trust Your Software-based Traffic Generator?
A. Botta, A. Dainotti, A. Pescapè,
IEEE Communications Magazine, September 2010, pp. 158-165

Traffic Analysis of Peer-to-Peer IPTV Communities
T. Silverston, O. Fourmaux, A. Botta, A. Dainotti, A. Pescapé, G. Ventre, K. Salamatian,
Computer Networks (Elsevier). Volume 53, Issue 4, 18 March 2009, Pages 470-484.
in the top25 of most cited articles published in Elsevier Computer Networks since 2009

Internet traffic modeling by means of Hidden Markov Models
A. Dainotti, A. Pescapé, P. Salvo Rossi, F. Palmieri, G. Ventre
Computer Networks (Elsevier). Volume 52, Issue 14, 9 October 2008, Pages 2645-2662

A Cascade Architecture for DoS Attacks Detection Based on the Wavelet Transform
A. Dainotti, A. Pescapè, G. Ventre
Journal of Computer Security, Vol. 17, Issue 6, pp. 945-968

SCTP performance evaluation over Heterogeneous Networks
A. Dainotti, S. Loreto, A. Pescapè, G. Ventre
Concurrency and Computation: Practice and Experience (Wiley) , Vol 19, Issue 8 (June 2007), Special Issue on Performance Analysis and Enhancements of Wireless Networks. pp. 1207 - 1218.

Conferences/Workshops/Book chapters

A Third of the Internet is Under Attack: a Macroscopic Characterization of the DoS Ecosystem
M. Jonker, A. King, J. Krupp, C. Rossow, A. Sperotto, A. Dainotti
ACM SIGCOMM Internet Measurement Conference IMC 2017

Predictive Fast Reroute upon Remote BGP Outages
T. Holterbach, S. Vissicchio, A. Dainotti, L. Vanbever
ACM SIGCOMM 2017

BGPStream: a framework for live and historical BGP data analysis (pdf)
C. Orsini, A. King, V. Giotsas, D. Giordano, A. Dainotti
ACM SIGCOMM Internet Measurement Conference IMC 2016
Awarded the IRTF Applied Networking Research Prize 2017

Leveraging Internet Background Radiation for Opportunistic Network Analysis (pdf)
K. Benson, A. Dainotti, k. claffy, A. Snoeren, and M. Kallitsis
ACM SIGCOMM Internet Measurement Conference IMC 2015

How Dangerous Is Internet Scanning? A Measurement Study of the Aftermath of an Internet-Wide Scan
E. Raftopoulos, E. Glatz, X. Dimitropoulos, and A. Dainotti
Traffic Monitoring and Analysis Workshop (TMA), Apr 2015, Barcelona, Spain.

Uncovering network tarpits with degreaser
L. Alt, R. Beverly, A. Dainotti
In Proceedings of the 30th Annual Computer Security Applications Conference (ACSAC), 2014.

Gaining Insight into AS-level Outages through Analysis of Internet Background Radiation
K. Benson, A. Dainotti, K. C. Claffy, E. Aben
International Workshop on Traffic Monitoring and Analysis (TMA'13, co-located with INFOCOM 2013) - April 2013, Turin (Italy)

A Coordinated View of the Temporal Evolution of Large-scale Internet Events
A. King. B. Huffaker, A. Dainotti, K. C. Claffy
First IMC Workshop on Internet Visualization (WIV 2012) - colocated with ACM IMC 2012

Analysis of a "/0" Stealth Scan from a Botnet
A. Dainotti, A. King, K. C. Claffy, F. Papale, A. Pescapè
ACM SIGCOMM Internet Measurement Conference IMC 2012
Finalist for best paper award at IMC

Analysis of Internet-wide Probing using Darknets
A. Dainotti, A. King, K. C. Claffy
ACM 2012 Workshop on Building Analysis Datasets and Gathering Experience Returns for Security (BADGERS'12) - colocated with ACM CCS 2012

Analysis of Country-wide Internet Outages Caused by Censorship (pdf)
A. Dainotti, C. Squarcella, E. Aben, K. C. Claffy, M. Chiesa, M. Russo, A. Pescapè,
ACM SIGCOMM Internet Measurement Conference IMC 2011 - November 2011, Berlin (Germany)
Awarded the IRTF Applied Networking Research Prize 2012

Traffic Classification through Joint Distributions of Packet-level Statistics
A. Dainotti, A. Pescapè, H. Kim
IEEE GLOBECOM 2011 - December 2011, Houston (TX, USA)

Using a Behaviour Knowledge Space Approach for Detecting Unknown IP Traffic Flows, 10th International Workshop on Multiple Classifier Systems
A. Dainotti, A. Pescapè, C. Sansone, A. Quintavalle
MCS 2011 - June 2011, Napoli (Italy)

Early Classification of Network Traffic through Multi-Classification
A. Dainotti, A. Pescapè, C. Sansone
International Workshop on Traffic Monitoring and Analysis (TMA'11) - April 2011, Vienna (Austria)

PortLoad: taking the best of two worlds in traffic classification
G. Aceto, A. Dainotti, W. de Donato, A. Pescapè
IEEE INFOCOM 2010 - WIP Track - March 2010, San Diego (CA, USA)

K-dimensional trees for continuous traffic classification
V. Carela-Espanol, P. Barlet-Ros, M. Solé-Simò, A. Dainotti, W. de Donato, A. Pescapè
International Workshop on Traffic Monitoring and Analysis (TMA'10) @ PAM 2010 - April 2010, Zurich (Switzerland)

Identification of traffic flows hiding behind TCP port 80
A. Dainotti, F. Gargiulo, L. Kuncheva, A. Pescapè, C. Sansone
IEEE ICC 2010 - May 2010, Capetown (South Africa)

Combining Multiple Traffic Classification Techniques within a Single Platform
G. Aceto, A. Dainotti, W. de Donato, F. Gargiulo, A. Pescapè C. Sansone
Book chapter in RECIPE Robust and Efficient traffic Classification in IP nEtworks, Fridericiana Editrice Universitaria, pp.1-16, ISBN:978-88-833-8081-5, Napoli, Italy, 2009

TIE: a Community-Oriented Traffic Classification Platform
A. Dainotti, W. de Donato, A. Pescapè
International Workshop on Traffic Monitoring and Analysis (TMA'09) @ IFIP Networking 2009 - May 2009, Aachen (Germany)

Classification of Network Traffic via Packet-Level Hidden Markov Models
A. Dainotti, W. de Donato, A. Pescapè, P. Salvo Rossi
IEEE GLOBECOM 2008 - Dec 2008, New Orleans (LA, USA)

Do You Know What You Are Generating?
A. Dainotti, A. Botta, A. Pescapè
Poster at ACM Co-Next 2007 Student Workshop. 2-pages abstract published in Co-Next '07 Proceedings

Multi-protocol and multi-platform traffic generation and measurement
A. Botta, A. Dainotti, A. Pescapè
Demo at INFOCOM 2007 DEMO Session, May 2007, Anchorage (Alaska, USA)

Worm Traffic Analysis and Characterization
A. Dainotti, A. Pescapè, G. Ventre
IEEE ICC 2007 - Jun 2007, Glasgow (Scotland)

Reducing Network Traffic Data Sets
A. Botta, A. Dainotti, A. Pescapè, G. Ventre
IEEE ICC 2007 - Jun 2007, Glasgow (Scotland)

Searching for Invariants in Network Games Traffic
A. Dainotti, A. Botta, A. Pescapè, G. Ventre
Poster at ACM Co-Next 2006 Student Workshop. 2-pages abstract published in Co-Next '06 Proceedings

Wavelet-based Detection of DoS Attacks
A. Dainotti, A. Pescapè, G. Ventre,
2006 IEEE GLOBECOM - Nov 2006, San Francisco (CA, USA)

An HMM Approach to Internet Traffic Modeling
A. Dainotti, A. Pescapè, P. Salvo Rossi, G. Iannello, F. Palmieri, G. Ventre
2006 IEEE GLOBECOM - Nov 2006, San Francisco (CA, USA)

A Packet-level Characterization of Network Traffic
A. Dainotti, A. Pescapè, G. Ventre,
11th IEEE International Workshop on Computer-Aided Modeling, Analysis and Design of Communication Links and Networks (CAMAD 2006) - Trento (Italy), June 2006

A packet-level model of Starcraft traffic
A. Dainotti, A. Pescapè, G. Ventre,
IEEE Second International Workshop on Hot Topics in Peer-to-Peer Systems 2005 (co-located with IEEE Mobiquitous 2005) pp. 244-253, 0-7695-2417-6/05 - July 2005, San Diego (CA, USA)

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