News & Announcements
- (2025-12) — Our paper on Deep Learning with Plausible Deniability was published at NeurIPS 2025! This work was recently covered by UF News.
- (2025-08) — Promoted to Associate Professor with Tenure!
- (2025-08) — Congratulations to Dr. Wenxuan Bao, Dr. Luke Bauer, Dr. Nick Kroeger, Dr. Seth Layton, and Dr. Sam Markelon!
Selected (Recent) Publications
- Deep Learning with Plausible Deniability [PDF (OpenReview)]In Neural Information Processing Systems (2025)
- Provably Secure Covert Messaging Using Image-based Diffusion Processes [PDF]In IEEE Conference on Secure and Trustworthy Machine Learning (2025)
- R+R: Towards Reliable and Generalizable Differentially Private Machine Learning [PDF (Extended Version)]In Annual Computer Security Applications Conference (2024)
- Self-Supervised Fine-Tuning of Automatic Speech Recognition Systems against Signal Processing Attacks [PDF (ACM DL)]In ACM Asia Conference on Computer and Communications Security (2024)
- Leveraging Generative Models for Covert Messaging: Challenges and Tradeoffs for "Dead-Drop" Deployments [PDF]In ACM Conference on Data and Application Security and Privacy (2024)
- DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning [PDF]In Neural Information Processing Systems (2023)
- SoK: Memorization in General-Purpose Large Language Models [PDF]In arXiv preprint (2023)