Dawn Song

Dawn Song

researcher

— at UC Berkeley

USA

AI Security. UC Berkeley.

50 papers found

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
Proceedings of the AAAI Conference on Artificial Intelligence20258 citations
Type-Constrained Code Generation with Language Models
Proceedings of the ACM on Programming Languages20253 citations
LLM-PBE: Assessing Data Privacy in Large Language Models
Proceedings of the VLDB Endowment202419 citations
SoK: Privacy-Preserving Data Synthesis
arXiv (Cornell University)20234 citations
Exploring the Privacy Risks of Adversarial VR Game Design
Proceedings on Privacy Enhancing Technologies202341 citations
SoK: Data Privacy in Virtual Reality
Proceedings on Privacy Enhancing Technologies202332 citations
The Blockchain Imitation Game
arXiv (Cornell University)20234 citations
Identifying and Mitigating the Security Risks of Generative AI
Foundations and Trends® in Privacy and Security202338 citations
The False Promise of Imitating Proprietary LLMs
arXiv (Cornell University)202350 citations
Blockchain Large Language Models
arXiv (Cornell University)202315 citations