4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CR2025
PickleBall: Secure Deserialization of Pickle-based Machine Learning Models (Extended Report)
Andreas D. Kellas, Neophytos Christou, Wenxin Jiang +6
Machine learning model repositories such as the Hugging Face Model Hub facilitate model exchanges. However, bad actors can deliver malware through compromised models. Existing defe…
cs.CR2022★ 4 cited
IvySyn: Automated Vulnerability Discovery in Deep Learning Frameworks
Neophytos Christou, Di Jin, Vaggelis Atlidakis +2
We present IvySyn, the first fully-automated framework for discovering memory error vulnerabilities in Deep Learning (DL) frameworks. IvySyn leverages the statically-typed nature o…