The paper proposes and benchmarks two transparency mechanisms for open ML models: Sigstore-based model signing and a zero-knowledge set for proving (non-)inclusion of data points in a training set.
Bytedance intern fired for planting malicious code in AI models, October 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
Machine Learning Models Have a Supply Chain Problem
The paper proposes and benchmarks two transparency mechanisms for open ML models: Sigstore-based model signing and a zero-knowledge set for proving (non-)inclusion of data points in a training set.