Concurrently, I am an Engineering Student (M.S. and B.S. in Engineering Sciences) from the French Engineering School École Centrale de Lyon and I have received a B.S. in General Mathematics and Applications from Claude Bernard Lyon 1 University.
My research interests are centered around building more secure and trustworthy Machine Learning models. More specifically, my interests focus on foundation models and how they can securely interact with systems.
Email: jcnf@cs.wisc.edu
Address: 1210 W. Dayton St., Room 2263, Madison, WI 53706, USA
@mastersthesis{noirot_ferrand_extracting_2024,
author = {Jean-Charles {Noirot Ferrand} and Patrick McDaniel},
booktitle = {Master Thesis},
month = {December},
school = {University of Wisconsin-Madison},
title = {{Extracting} {the} {Harmfulness} {Classifier} {of} {Aligned} {LLMs}},
url = {static/publications/ms_thesis_2024.pdf},
year = {2024}
}
@inproceedings{Li2310:Efficacy,
address = {Boston, USA},
author = {Kunyang Li and Kyle D Domico and Jean-Charles {Noirot Ferrand} and Patrick McDaniel},
booktitle = {MILCOM 2023 - Workshop on Artificial Intelligence for Cyber (MILCOM 2023 -
Workshop on AI for Cyber)},
days = {30},
month = {October},
pages = {6},
title = {The Efficacy of {Transformer-Based} Adversarial Attacks in Security Domains},
url = {https://arxiv.org/abs/2310.11597},
year = {2023}
}