Selected Talks

[Invited Talk] Towards the Need to Certify AI Security – Example of a Physical Attack, Paris (France), October 2025
« C4 Seminar », Slides
Evaluation of PQC and AI embedded systems, Paris (France), October 2025
« Franco - Taiwanese Workshop »
[Invited Lecture] Introduction to Side-channel Attacks, Font-Romeu (France), July 2025
« Summer School GDR/ICO », Slides
Hard-Label Cryptanalytic Extraction and Adversarial Example Generation using Side-Channel Attacks, Brussels (Belgium), May 2025
« JIL Hardware-related Attacks Subgroup (JHAS) », Slides
[Invited Talk] Hash-based signatures from implementation viewpoint, Paris (France), March 2025
« PEPR-PQ-TLS », Slides

When Side‑Channel Attacks Break the Black‑Box Property of Embedded Artificial Intelligence, Lille (France), March 2024
« Forum International de la Cybersecurité (FIC) »
[Invited Talk] Hack SAT ‑ Taking the control of the ESA’s OPS‑SAT, Paris (France), March 2024
« HackDay », Slides

[Invited Talk] AI Hack ‑ When physical attacks defeat the security of Embedded Artificial Intelligence, Paris (France), March 2024
« HackDay », Slides

When Side‑Channel Attacks Break the Black‑Box Property of Embedded Artificial Intelligence, Rennes (France), November 2023
« European Cyber Week (ECW) »
PQC Security Expertise: Feedback & Attack Paths on FrodoKEM, Virtual, November 2023
« RESQUE Consortium »
Conditional Variational AutoEncoder based on Stochastic Attacks, Prague (Czech Republic), September 2023
« IACR TCHES », Slides

When Post‑Quantum Cryptography meets Side‑Channel Attacks: BIKE & FrodoKEM, Brussels (Belgium), January 2023
« JIL Hardware-related Attacks Subgroup (JHAS) »

[Invited Talk] Bridging Deep Learning and Classical Profiled Side‑Channel Attacks, Paris (France), June 2022
« Biometry & Cryptography Seminar (Paris XIII) », Slides
[Panel Discussion] The Future of Certification, Athens (Greece), June 2022
« ENISA Cybersecurity Certification Conference »
[Invited Talk] Bridging Deep Learning and Classical Profiled Side‑Channel Attacks, Rennes (France), April 2022
« Sécurité des Systèmes Électroniques Embarqués » Seminar, Slides

Bridging Deep Learning and Classical Profiled Side‑Channel Attacks, Saint-Etienne (France), November 2021
« PhD Defense », Slides
[Tutorial] Introduction to Deep Learning And its Application in Side‑Channel Attacks, Virtual, September 2021
« Arqus European University Alliance ‑ Summer School »
Efficiency through Diversity in Ensemble Models applied to Side‑Channel Attacks, Virtual, September 2021
« IACR TCHES », Slides

Ranking Loss: Maximizing the Success Rate in Deep Learning Side‑Channel Analysis, Virtual, September 2021
« IACR TCHES », Slides

[Invited Talk] Ranking Loss: Maximizing the Success Rate in Deep Learning Side‑Channel Analysis, Virtual, December 2020
« Sécurité et GDR SOC2 », Slides
Methodology for Efficient CNN Architectures in Profiling Attacks, Virtual, September 2020
« IACR TCHES », Slides

[Invited Talk] Benefits of Using Deep Learning Techniques in Side‑Channel Attacks, Toulouse (France), January 2020
« Nouvelles Avancées en Sécurité des Systèmes d’Information » Seminar

Methodology for Efficient CNN Architectures in Profiling Attacks, Gardanne (France), October 2019
« PHISIC » Workshop