ARTISAN2022: Role and effects of ARTificial Intelligence in Secure ApplicatioNs - ARTISAN Summer School
4-7 juil. 2022 Valence (France)
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08:00
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17:00
Présentation des cours
8:30 - 9:00 (30min)
Présentation des cours
LCIS-Esisar Amphi - D30
Andrea Ceccarelli (University of Florence, Italy), Oliver Jung (Austrian Institute of Technology, Austria), Oum-El-Kheir Aktouf (Grenoble INP-LCIS, France)
Introduction to Machine Learning
Pause café
9:00 - 12:30 (3h30)
Introduction to Machine Learning
LCIS-Esisar Amphi - D30
Simon Gay, Université Grenoble Alpes, France
10:00 - 10:15 (15min)
Pause café
Salle-déjeuner C080
Déjeuner
12:30 - 13:25 (55min)
Déjeuner
Salle-déjeuner C080
Domain generation algorithms (DGA) detection using ML
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13:30 - 17:30 (4h)
Domain generation algorithms (DGA) detection using ML
LCIS-Esisar Amphi - D30
Francesca Soro, Austrian Institute of Technology, Austria
15:30 - 15:45 (15min)
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Hacking AI
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8:30 - 12:30 (4h)
Hacking AI
LCIS-Esisar Amphi - D30
Battista Biggio - University of Cagliari, Italy
10:00 - 10:15 (15min)
Pause café
Salle-déjeuner C080
Déjeuner
12:30 - 13:25 (55min)
Déjeuner
Salle-déjeuner C080
Invited talk: Test of ML
13:30 - 14:30 (1h)
Invited talk: Test of ML
LCIS-Esisar Amphi - D30
Jerry Gao, SJSU, CA, USA - Visiting Professor at LCIS
Pause
14:30 - 14:45 (15min)
Pause
Data anonymization
14:45 - 17:30 (2h45)
Data anonymization
LCIS-Esisar Amphi - D30
Benjamain Nguyen - INSA Centre Val de Loire & Laboratoire d'Informatique Fondamentale d'Orléans, France
Intrusion detection systems
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8:30 - 12:30 (4h)
Intrusion detection systems
LCIS-Esisar Amphi - D30
Tomasso Zoppi - University of Florence, Italy
10:30 - 10:45 (15min)
Pause café
Déjeuner
12:30 - 13:25 (55min)
Déjeuner
Salle-déjeuner C080
Safety and dependability of AI/ML
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13:30 - 17:30 (4h)
Safety and dependability of AI/ML
LCIS-Esisar Amphi - D30
Andrea Bondavalli - University of Florence, Italy
15:30 - 15:45 (15min)
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Lecture on ethics and explainability
8:30 - 10:00 (1h30)
Lecture on ethics and explainability
LCIS-Esisar Amphi - D30
Louis Devillaine - Université Grenoble Alpes, UGA, France
Pause
10:00 - 10:15 (15min)
Pause
Overview of the risks entailed by AI-driven systems when used for National and International security : A legal perspective
10:15 - 11:45 (1h30)
Overview of the risks entailed by AI-driven systems when used for National and International security : A legal perspective
LCIS-Esisar Amphi - D30
Alexandre Lodie - Université Grenoble Alpes, UGA, France
Déjeuner
12:00 - 13:15 (1h15)
Déjeuner
Salle-déjeuner C080
Energy systems
13:30 - 15:30 (2h)
Energy systems
LCIS-Esisar Amphi - D30
Angelos Marnerides - Glasgow University, UK
Automotive systems
15:45 - 17:30 (1h45)
Automotive systems
LCIS-Esisar Amphi - D30
Javier Ibanez - Renault S.A. Research Division, France
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