Unsupervised network intrusion detection systems: Detecting the unknown without knowledge P Casas, J Mazel, P Owezarski Computer Communications 35 (7), 772-783, 2012 | 324 | 2012 |
Hashdoop: A MapReduce framework for network anomaly detection R Fontugne, J Mazel, K Fukuda 2014 IEEE conference on computer communications workshops (INFOCOM WKSHPS …, 2014 | 79 | 2014 |
Unada: Unsupervised network anomaly detection using sub-space outliers ranking P Casas, J Mazel, P Owezarski NETWORKING 2011: 10th International IFIP TC 6 Networking Conference …, 2011 | 64 | 2011 |
A taxonomy of anomalies in backbone network traffic J Mazel, R Fontugne, K Fukuda 2014 international wireless communications and mobile computing conference …, 2014 | 56 | 2014 |
Sub-space clustering, inter-clustering results association & anomaly correlation for unsupervised network anomaly detection J Mazel, P Casas, Y Labit, P Owezarski 2011 7th international conference on network and service management, 1-8, 2011 | 50 | 2011 |
A comparison of web privacy protection techniques J Mazel, R Garnier, K Fukuda Computer Communications 144, 162-174, 2019 | 46 | 2019 |
Hunting attacks in the dark: clustering and correlation analysis for unsupervised anomaly detection J Mazel, P Casas, R Fontugne, K Fukuda, P Owezarski International Journal of Network Management 25 (5), 283-305, 2015 | 43 | 2015 |
MINETRAC: Mining flows for unsupervised analysis & semi-supervised classification P Casas, J Mazel, P Owezarski 2011 23rd International Teletraffic Congress (ITC), 87-94, 2011 | 37 | 2011 |
Knowledge-independent traffic monitoring: Unsupervised detection of network attacks P Casas, J Mazel, P Owezarski IEEE Network 26 (1), 13-21, 2012 | 32 | 2012 |
An empirical mixture model for large-scale RTT measurements R Fontugne, J Mazel, K Fukuda 2015 IEEE Conference on Computer Communications (INFOCOM), 2470-2478, 2015 | 30 | 2015 |
Characterizing CNAME Cloaking-based Tracking on the Web. H Dao, K Fukuda TMA, 2020 | 23 | 2020 |
Steps towards autonomous network security: unsupervised detection of network attacks P Casas, J Mazel, P Owezarski 2011 4th IFIP International Conference on New Technologies, Mobility and …, 2011 | 22 | 2011 |
CNAME cloaking-based tracking on the web: Characterization, detection, and protection H Dao, J Mazel, K Fukuda IEEE Transactions on Network and Service Management 18 (3), 3873-3888, 2021 | 18 | 2021 |
Unsupervised network anomaly detection J Mazel INSA de Toulouse, 2011 | 18 | 2011 |
Sub-space clustering and evidence accumulation for unsupervised network anomaly detection J Mazel, P Casas, P Owezarski Traffic Monitoring and Analysis: Third International Workshop, TMA 2011 …, 2011 | 17 | 2011 |
Random projection and multiscale wavelet leader based anomaly detection and address identification in internet traffic R Fontugne, P Abry, K Fukuda, P Borgnat, J Mazel, H Wendt, D Veitch 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 16 | 2015 |
Profiling internet scanners: Spatiotemporal structures and measurement ethics J Mazel, R Fontugne, K Fukuda 2017 network traffic measurement and analysis conference (TMA), 1-9, 2017 | 14 | 2017 |
Hidden: Hausdorff distance based intrusion detection approach dedicated to networks Y Labit, J Mazel 2008 The Third International Conference on Internet Monitoring and …, 2008 | 14 | 2008 |
0day anomaly detection made possible thanks to machine learning P Owezarski, J Mazel, Y Labit Wired/Wireless Internet Communications: 8th International Conference, WWIC …, 2010 | 11 | 2010 |
Visual comparison of network anomaly detectors with chord diagrams J Mazel, R Fontugne, K Fukuda Proceedings of the 29th Annual ACM Symposium on Applied Computing, 473-480, 2014 | 10 | 2014 |