معرفی
Nicolas ANCIAUX is a Research Director at INSA Centre Val de Loire and affiliated with LIFO (Laboratoire d'Informatique Fondamentale d'Orléans). His research focuses on privacy-enhancing technologies, data security, and applied cryptography, with emphasis on telework monitoring, LLM vulnerabilities, and secure data management systems. He collaborates extensively with institutions like Inria and international researchers.
Research Interests: His work spans computer security, privacy engineering, and machine learning security. Key areas include:
- Privacy-enhancing technologies (PETs) for data minimization and consent
- Detection of privacy violations in telework environments via energy trails
- Membership inference attacks on large language models
- Secure extensible data systems with vulnerability mitigation
Publications Focus: Recent articles (2024-2025) explore LLM security flaws, energy-based activity detection, and PET implementations. Themes include adversarial robustness, behavioral analytics, and technical-legal alignment in AI systems.
Affiliations: Primary institutional links are with INSA Centre Val de Loire and LIFO. Collaborative networks include researchers from Université d'Orléans, Universidad Carlos III de Madrid, and Inria teams.