Jean-Charles Noirot Ferrand

Recent & Selected Publications

• LibIHT: A Hardware-Based Approach to Efficient and Evasion-Resistant Dynamic Binary Analysis
  Changyu Zhao, Yohan Beugin, Jean-Charles Noirot Ferrand, Quinn Burke, Guancheng Li, Patrick McDaniel
  Workshop on Software Understanding and Reverse Engineering (SURE), 2025
  Code Cite

  @inproceedings{zhao_libiht_2025,
   address = {Taipei, Taiwan},
   author = {Changyu Zhao and Yohan Beugin and Jean-Charles {Noirot Ferrand} and Quinn Burke and Guancheng Li and Patrick McDaniel},
   booktitle = {Workshop on Software Understanding and Reverse Engineering (SURE)},
   month = {October},
   title = {{LibIHT}: A Hardware-Based Approach to Efficient and Evasion-Resistant Dynamic Binary Analysis},
   year = {2025}
  }
  

• On the Robustness Tradeoff in Fine-Tuning
  Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley, Blaine Hoak, Yohan Beugin, Eric Pauley, Patrick McDaniel
  IEEE/CVF International Conference on Computer Vision (ICCV), 2025
  PDF Cite

  @inproceedings{li_robustness_2025,
   author = {Kunyang Li and Jean-Charles {Noirot Ferrand} and Ryan Sheatsley and Blaine Hoak and Yohan Beugin and Eric Pauley and Patrick McDaniel},
   booktitle = {IEEE/CVF International Conference on Computer Vision (ICCV)},
   month = {October},
   title = {On the {Robustness} {Tradeoff} in {Fine}-{Tuning}},
   url = {https://arxiv.org/abs/2503.14836},
   year = {2025}
  }
  

• Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning
  Kyle Domico, Jean-Charles Noirot Ferrand, Ryan Sheatsley, Eric Pauley, Josiah Hanna, Patrick McDaniel
  In submission, 2025
  PDF Cite

  @misc{domico2025adversarialagentsblackboxevasion,
   archiveprefix = {arXiv},
   author = {Kyle Domico and Jean-Charles {Noirot Ferrand} and Ryan Sheatsley and Eric Pauley and Josiah Hanna and Patrick McDaniel},
   eprint = {2503.01734},
   primaryclass = {cs.CR},
   title = {Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning},
   url = {https://arxiv.org/abs/2503.01734},
   year = {2025}
  }
  

• Targeting Alignment: Extracting Safety Classifiers of Aligned LLMs
  Jean-Charles Noirot Ferrand, Yohan Beugin, Eric Pauley, Ryan Sheatsley, Patrick McDaniel
  In submission, 2025
  PDF Code Poster Cite

  @misc{ferrand2025targetingalignmentextractingsafety,
   archiveprefix = {arXiv},
   author = {Jean-Charles {Noirot Ferrand} and Yohan Beugin and Eric Pauley and Ryan Sheatsley and Patrick McDaniel},
   eprint = {2501.16534},
   primaryclass = {cs.CR},
   title = {Targeting Alignment: Extracting Safety Classifiers of Aligned LLMs},
   url = {https://arxiv.org/abs/2501.16534},
   year = {2025}
  }