Top Model & Supply Chain Security Tools for 2026
Securing the ML supply chain — model file scanning, serialization attack detection, dependency and artifact integrity.
2 solutions listed • part of the Guardion AI Security Index
#1
ModelScan
8/10Scans models (h5, pickle, saved_model) to determine if they contain unsafe code or malware.
Open Source
Supply Chain Security
#2
Fickling
7.7/10Decompiles and analyzes Python pickle files to detect malicious code injection in ML models.
Open Source
Malware Detection