# model-compression
3 articlestagged with “model-compression”
Quantization & Safety Alignment
How model quantization disproportionately degrades safety alignment: malicious quantization attacks, token-flipping, and safety-aware quantization defenses.
quantizationsafetyalignmentdeploymentmodel-compressionresearch
Model Compression Security
Security implications of model pruning, quantization, and knowledge distillation on AI system robustness.
infrastructuremodel-compressionpruningquantizationdistillation
Lab: Exploiting Quantized Model Weaknesses
Hands-on lab exploring how model quantization degrades safety alignment, with techniques to find and exploit precision-related vulnerabilities.
labexpertquantizationmodel-compressionhands-on