Quentin Le Roux

According to our database, Quentin Le Roux authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Backdoor Attacks on Deep Learning Face Detection.

Quentin Le Roux, Yannick Teglia, Teddy Furon, Philippe Loubet-Moundi

CoRR, August, 2025

Survivability of Backdoor Attacks on Unconstrained Face Recognition Systems.

Quentin Le Roux, Yannick Teglia, Teddy Furon, Philippe Loubet-Moundi, Eric Bourbao

CoRR, July, 2025

Impact and limits of backdoor attacks on deep learning systems : insights from face recognition. (Impact et limites des attaques par portes dérobées sur les systèmes d'apprentissage profond : enseignements tirés de la reconnaissance faciale).

Quentin Le Roux

PhD thesis, 2025

2024

Strategic safeguarding: A game theoretic approach for analyzing attacker-defender behavior in DNN backdoors.

Kassem Kallas, Quentin Le Roux, Wassim Hamidouche, Teddy Furon

EURASIP J. Inf. Secur., December, 2024

A Comprehensive Survey on Backdoor Attacks and Their Defenses in Face Recognition Systems.

Quentin Le Roux, Eric Bourbao, Yannick Teglia, Kassem Kallas

IEEE Access, 2024

REStore: Exploring a Black-Box Defense against DNN Backdoors using Rare Event Simulation.

Quentin Le Roux, Kassem Kallas, Teddy Furon

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

A Double-Edged Sword: The Power of Two in Defending Against DNN Backdoor Attacks.

Quentin Le Roux, Kassem Kallas, Teddy Furon

Proceedings of the 32nd European Signal Processing Conference, 2024