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Collaborations and top research areas from the last five years
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DAMS: Double Deep Q-Network Approach for DDoS Attack Mitigation in SDN
Khozam, S., Blanc, G., Tixeuil, S. & Totel, E., 2 Jul 2025, Proceedings of 2024 the 8th International Conference on Future Networks and Distributed Systems, ICFNDS 2024. Association for Computing Machinery, p. 1049-1056 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
QoSentry: A Reinforcement Learning Framework for QoS-Preserving DDoS Mitigation in Software-Defined Networks
Khozam, S., Blanc, G., Tixeuil, S. & Totel, E., 1 Oct 2025, In: Journal of Network and Systems Management. 33, 4, 97.Research output: Contribution to journal › Article › peer-review
Open Access -
A Privacy-Preserving Infrastructure to Monitor Encrypted DNS Logs
Abdel-Rahman, A. O., Levillain, O. & Totel, E., 1 Jan 2024, Risks and Security of Internet and Systems - 18th International Conference, CRiSIS 2023, Revised Selected Papers. Ait Wakrime, A., Navarro-Arribas, G., Cuppens, F., Cuppens, N. & Benaini, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 185-199 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14529 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach
Khozam, S., Blanc, G., Tixeuil, S. & Totel, E., 1 Jan 2024, 2024 IEEE 10th International Conference on Network Softwarization, NetSoft 2024. Institute of Electrical and Electronics Engineers Inc., p. 369-374 6 p. (2024 IEEE 10th International Conference on Network Softwarization, NetSoft 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Errors in the CICIDS2017 Dataset and the Significant Differences in Detection Performances It Makes
Lanvin, M., Gimenez, P. F., Han, Y., Majorczyk, F., Mé, L. & Totel, É., 1 Jan 2023, Risks and Security of Internet and Systems - 17th International Conference, CRiSIS 2022, Revised Selected Papers. Kallel, S., Jmaiel, M., Hadj Kacem, A., Zulkernine, M., Cuppens, F. & Cuppens, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-33 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13857 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Towards Understanding Alerts raised by Unsupervised Network Intrusion Detection Systems
Lanvin, M., Gimenez, P. F., Han, Y., Majorczyk, F., Mé, L. & Totel, E., 16 Oct 2023, Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses, RAID 2023. Association for Computing Machinery, p. 135-150 16 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
DAEMON: Dynamic Auto-encoders for Contextualised Anomaly Detection Applied to Security MONitoring
Dey, A., Totel, E. & Costé, B., 1 Jan 2022, ICT Systems Security and Privacy Protection - 37th IFIP TC 11 International Conference, SEC 2022, Proceedings. Meng, W., Fischer-Hübner, S. & Jensen, C. D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-69 17 p. (IFIP Advances in Information and Communication Technology; vol. 648 IFIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Heterogeneous Security Events Prioritization Using Auto-encoders
Dey, A., Totel, E. & Navers, S., 1 Jan 2021, Risks and Security of Internet and Systems - 15th International Conference, CRiSIS 2020, Revised Selected Papers. Garcia-Alfaro, J., Leneutre, J., Cuppens, N. & Yaich, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 164-180 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12528 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Forensic Analysis of Network Attacks: Restructuring Security Events as Graphs and Identifying Strongly Connected Sub-graphs
Leichtnam, L., Totel, E., Prigent, N. & Me, L., 1 Sept 2020, Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020. Institute of Electrical and Electronics Engineers Inc., p. 565-573 9 p. 9229766. (Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Sec2graph: Network Attack Detection Based on Novelty Detection on Graph Structured Data
Leichtnam, L., Totel, E., Prigent, N. & Mé, L., 1 Jan 2020, Detection of Intrusions and Malware, and Vulnerability Assessment - 17th International Conference, DIMVA 2020, Proceedings. Maurice, C., Bilge, L., Stringhini, G. & Neves, N. (eds.). Springer, p. 238-258 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12223 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access