# model-weights
3 articlestagged with “model-weights”
Model State Snapshots
Techniques for capturing and preserving AI model state during incident response: weight snapshots, configuration capture, behavioral fingerprinting, and model artifact integrity verification.
model-snapshotsevidence-preservationforensicsmodel-weightsbehavioral-fingerprinting
Open vs Closed Models: Security Tradeoffs
Security implications of open-weight vs closed-source AI models — weight access, responsible deployment, fine-tuning risks, and the impact on red teaming strategy.
open-sourceclosed-sourcemodel-weightssecurity-tradeoffsbeginner
Model Checkpoint & Recovery Attacks
Checkpoint file format vulnerabilities, modification attacks on safetensors and PyTorch formats, checkpoint poisoning, storage security, and supply chain implications.
checkpointsafetensorspytorchmodel-weightssupply-chainpickleserialization