David Glukhov

PhD student

Email

Papers

1. A False Sense of Safety: Unsafe Information Leakage in Safe AI Responses
   David Glukhov, Ziwen Han, Ilia Shumailov, Vardan Papyan, Nicolas Papernot
   In Proceedings of the 13th International Conference on Learning Representations

   Paper BibTeX

   @inproceedings{david2025aconference,
     author = {Glukhov, David and Han, Ziwen and Shumailov, Ilia and Papyan, Vardan and Papernot, Nicolas},
     booktitle = {Proceedings of the 13th International Conference on Learning Representations},
     title = {A False Sense of Safety: Unsafe Information Leakage in Safe AI Responses},
     year = {2025}
   }
   

2. Preempt: Sanitizing Sensitive Prompts for LLMs
   Amrita Roy Chowdhury, David Glukhov, Divyam Anshumaan, Prasad Chalasani, Nicolas Papernot, Somesh Jha
   

   BibTeX

   @article{amrita2024preemptworkshop,
     author = {Chowdhury, Amrita Roy and Glukhov, David and Anshumaan, Divyam and Chalasani, Prasad and Papernot, Nicolas and Jha, Somesh},
     title = {Preempt: Sanitizing Sensitive Prompts for LLMs},
     year = {2024}
   }
   

3. Position Paper: Rethinking LLM Censorship as a Security Problem
   David Glukhov, Ilia Shumailov, Yarin Gal, Nicolas Papernot, Vardan Papyan
   In Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria

   Paper BibTeX

   @inproceedings{david2024positionconference,
     author = {Glukhov, David and Shumailov, Ilia and Gal, Yarin and Papernot, Nicolas and Papyan, Vardan},
     booktitle = {Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria},
     title = {Position Paper: Rethinking LLM Censorship as a Security Problem},
     year = {2024}
   }
   

4. Augment then Smooth: Reconciling Differential Privacy with Certified Robustness
   Jiapeng Wu, Atiyeh Ashari Ghomi, David Glukhov, Jesse C. Cresswell, Franziska Boenisch, Nicolas Papernot
   

   Paper BibTeX

   @article{jiapeng2024augmentjournal,
     author = {Wu, Jiapeng and Ghomi, Atiyeh Ashari and Glukhov, David and Cresswell, Jesse C. and Boenisch, Franziska and Papernot, Nicolas},
     title = {Augment then Smooth: Reconciling Differential Privacy with Certified Robustness},
     year = {2024}
   }