Publications

Ph.D. Thesis

Sperotto A. "Flow-Based Intrusion Detection", CTIT Ph.D. series number is 10-180, October 2010

Moreira Moura, G. C., and Sperotto, A., and Sadre, R. and Pras, A. Evaluating Third- Party Bad Neighborhood Blacklists for Spam Detection In: 13th IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 27-31 May 2013, Ghent, Brussel (to appear)
Hofstede, R., and Drago, I., and Sperotto, A., and Sadre, R. and Pras, A. Measurement Artifacts in NetFlow Data In: Proceedings of the Passive and Active Measurement conference (PAM 2013), 18-20 May 2013, Hong Kong, China (to appear)

Drago, I. and Mellia, M. and Munafò, M. M. and Sperotto, A. and Sadre, R. and Pras, A. Inside Dropbox: Understanding Personal Cloud Storage Services. In: Proceedings of the 12th ACM Internet Measurement Conference - IMC'12, Boston, Nov. 2012 Awarded with the IRTF Applied Networking Research Prize 2013
Hellemons, L., Hendriks, L., Hofstede, R., Sperotto, A., Sadre, R., and Pras, A. SSHCure: A Flow-Based SSH Intrusion Detection System In: Proceedings of the 6th International Conference on Autonomous Infrastructure, Management and Security (AIMS 2012) Best Paper Award
R. de O. Schmidt, A. Sperotto, R. Sadre and A. Pras, Towards Bandwidth Estimation using Flow-level Measurements In Proceedings of the 6th International Conference on Autonomous Infrastructure, Management and Security (AIMS 2012)
Sadre, R., Sperotto, A. and Pras, A. The Effects of DDoS Attacks on Flow Monitoring Applications In: 13th IEEE/IFIP Network Operations and Management Symposium (NOMS 2012)
Moreira Moura, G.C. and Sadre, R. and Sperotto, A. and Pras, A. (2012) Internet Bad Neighborhoods Aggregation . In: Proceedings of IEEE/IFIP Network Operations and Management Symposium (NOMS 2012)
Sperotto, A. and Mandjes, M. and Sadre, R. and de Boer, P.T. and Pras, A. Autonomic Parameter Tuning of Anomaly-Based IDSs: an SSH Case Study , In IEEE Transactions on Network and Service Management

Hofstede, R. and Drago, I. and Sperotto, A. and Pras, A. Flow Monitoring Experiences at the Ethernet-Layer. In: Proceedings of the 17th EUNICE Workshop on Energy-Aware Communications
Sperotto, A. and Pras, A. Flow-Based Intrusion Detection. In: Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, IM 2011

Pras, A. and Sperotto, A. and Moreira Moura, G.C. and Drago, I. and Barbosa, R.R.R. and Sadre, R. and de Oliveira Schmidt, R. and Hofstede, R. "Attacks by Anonymous WikiLeaks Proponents not Anonymous". Technical Report TR-CTIT-10-41, Centre for Telematics and Information Technology, University of Twente, Enschede
Hofstede, R., Sperotto, A., Fioreze, T., Pras, A. "The Network Data Handling War: MySQL vs NfDump" In:Eunice workshop 2010
Sperotto, A., Schaffrath, G.,Sadre, R., Morariu, C., Pras, A., Stiller, B. "An Overview of IP Flow-based Intrusion Detection" In: IEEE Communications Surveys & Tutorials, 12 (3). pp. 343-356.

Pras, A., Sadre, R., Sperotto, A., Fioreze, T., Hausheer, D., Schönwälder, J.: "Using NetFlow/IPFIX for Network Management" In: Journal of Network and Systems Management,17 (4)
Sperotto, A., Sadre, R., de Boer, P.-T., Pras, A. "Hidden Markov Model modeling of SSH brute-force attacks" In: 20th IEEE/IFIP International Workshop on Distributed Systems: Operation and Management (DSOM 09). Best paper award
Sperotto, A., Sadre, R., van Vliet, F., Pras, A. "A Labeled Data Set For Flow-based Intrusion Detection" In: 9th IEEE International Workshop on IP Operations and Management (IPOM 09).
Sperotto, A., Vliek, G., Sadre, R., Pras, A. "Detecting spam at the network level" In: Eunice workshop 2009
Fioreze, T., Zambenedetti Granville,L. Pras, A., Sperotto,A. and Sadre, R. "Self-management of Hybrid Networks: can we trust NetFlow data?" In: Mini-conference proceedings of the 11th IFIP/IEEE International Symposium on Integrated Network Management (IM 2009)

Sperotto, A., Sadre, R. and Pras, A. : Anomaly characterization in flow-based traffic time series. In: 8th IEEE International Workshop on IP Operations and Management (IPOM 08).

Sperotto, A. and van de Meent, R. : A Survey of the High-Speed Self-Learning Intrusion Detection Research Area. In: First International Conference on Autonomous Infrastructure, Management and Security (AIMS 07).
Sperotto, A. and Pelillo, M. : Szemeredi's Regularity Lemma and Its Applications to Pairwise Clustering and Segmentation. In: Energy Minimization Methods in Computer Vision and Pattern Recognition Energy Minimization Methods in Computer Vision and Pattern Recognition, 6th International Conference (EMMCVPR 07).