Dissemination

Below, we will publish, as soon as possible, any dissemination actions carried out by members of the GRIFIN project. Aside from academic publications produced by our students and faculty, we will also reference talks given in national and international seminars as well as events (co-)organized by GRIFIN members. In order to contribute to open science, our publications are available on HAL.

Publications

  • Solayman Ayoub, Sébastien Tixeuil, Gregory Blanc, Houda Jmila: FREIDA: A Concrete Tool for Reproducible Evaluation of IDS using a Data-driven Approach. CRiSIS 2024. [link (soon)]
  • Solayman Ayoubi, Gregory Blanc, Sébastien Tixeuil, Houda Jmila: Demo: Towards Reproducible Evaluations of ML-Based IDS Using Data-Driven Approaches. CCS 2024. [link (soon)]
  • Shurok Khozam, Gregory Blanc, Sébastien Tixeuil, Eric Totel: DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach. SecSoft 2024. link
  • Satoshi Okada, Houda Jmila, Kunio Akashi, Takuho Mitsunaga, Yuji Sekiya, Hideki Takase, Gregory Blanc, Hiroshi Nakamura: XAI-driven Adversarial Attacks on Network Intrusion Detectors. EICC 2024: 65-73. link
  • Solayman Ayoubi, Gregory Blanc, Houda Jmila, Thomas Silverston, Sébastien Tixeuil: Data-Driven Evaluation of Intrusion Detectors: A Methodological Framework. FPS 2022: 142-147. link

Posters

  • Shurok Khozam at WISG 2024, Rennes (France). [poster (soon)]
  • Solayman Ayoubi at RESSI 2023, Neuvy-sur-Barangeon (France). [poster (soon)]
  • Gregory Blanc at WISG 2023, Marseille (France). poster
  • Gregory Blanc at RESSI 2022, Chambon-sur-Lac. poster
  • Gregory Blanc at WISG 2022, online. poster

Talks

  • Shurok Khozam: DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach at ANR TURFU-NET project kickoff meeting, Illkirch-Graffenstaden (France), November 2024.
  • Solayman Ayoubi: Towards Reproducible Evaluations of ML-Based IDS Using Data-Driven Approaches at ANR TURFU-NET project kickoff meeting, Illkirch-Graffenstaden (France), November 2024.
  • Gregory Blanc: Learning-based Network Intrusion Detection: Are We There Yet? at Cyber in Berry 2.0, CNRS’ GDR SI Summer School, Bourges (France), July 2024. slides
  • Shurok Khozam: DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach at CoaP seminar, Palaiseau (France), June 2024. [slide (soon)]
  • Solayman Ayoubi: Data-driven Evaluation of Intrusion Detectors : a Methodological Framework at PIRAT biweekly seminar, Rennes (France), April 2024. [slides (soon)]
  • Solayman Ayoubi: Data-driven Evaluation of Intrusion Detectors : a Methodological Framework at Colloque Cybersécurité du Groupe de Recherche Interdisciplinaire en Cybersécurité (GRIC) de l’Université de Sherbrooke, Sherbrooke (Canada), April 2023. [slides (soon)]
  • Gregory Blanc: Contributions of AI to the evaluation of intrusion detection systems at 7th French-Japanese Cybersecurity Workshop, Tokyo (Japan), October 2022. slides
  • Gregory Blanc: GRIFIN: Cognitive and Programmable Security for Resilient Next-Generation Networks at Rendez-vous de la Recherche et de l’Enseignement de la Sécurité des Systèmes d’Information (RESSI), Chambon-sur-Lac (France), May 2022. slides
  • Solayman Ayoubi: Data-driven evaluation of intrusion detectors : a taxonomy at the 6th French-Japanese Cybersecurity Workshop, online, April 2022. [slides (soon)]

Workshops

GRIFIN, in attempting to produce a self-resilient network, is actively contributing to the workshop on “Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks” (ARTMAN). The first installment was co-located with ACM CCS'23, which was held on November 30th, 2023, in Copenhagen.

The second installment of ARTMAN has broadened its focus on “Recent Advances in Resilient and Trustworthy Machine learniNg” and will be co-located with the ACSAC'24. It will be held in Waikiki, Hawai, on December 9th, 2024.