Séminaire SoSySec : Malware Detection with AI Systems: bridging the gap between industry and academia

Séminaire
Date de début
Date de fin
Lieu
IRISA Rennes
Salle
Salle Aurigny
Orateur
Luca DEMETRIO (University of Genova)
Département principal
D1 - Systèmes sécurisés et large échelle

With the abundance of programs developed everyday, it is possible to develop next-generation antivirus programs that leverage this vast accumulated knowledge. In practice, these technologies are developed with a mixture of established techniques like pattern matching, and machine learning algorithms, both tailored to achieve high detection rate and low false alarms. While companies state the application of both techniques, no rigorous investigation on the interconnection between detection strategies have been properly discussed and evaluated, thus keeping further advancements in the field locked up in secrecy. In this talk, we will venture forth into both pattern-matching and data-based decision-making processes to study how they can be integrated, and how their performances can be tuned to improve their efficacy. Also, we will peek into the world of adversaries that want to sneak through these next-generation antivirus programs, highlighting new challenges as well.

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Seminar taking place in person with mandatory registration at least 48h beforehand for *all* in-person participants by email to Nadia Derouault <nadia [*] derouaultatinria [*] fr>. Participants non-affiliated with Inria or IRISA will be asked to present an ID at the reception desk of the IRISA building.

 

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Séminaire en présentiel ouvert à tous mais avec inscription obligatoire au moins 48h à l'avance pour *tous* les participants en présentiel auprès de Nadia Derouault <nadia [*] derouaultatinria [*] fr>. Les participants externes devront se présenter à l'accueil avec une pièce d'identité.

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et consulter la liste des exposés passés et à venir :

https://www.creachlabs.fr/en/seminars-keeping-date-latest-research/sosysec-semina