# pruning
3 articlestagged with “pruning”
Model Compression Security
Security implications of model pruning, quantization, and knowledge distillation on AI system robustness.
infrastructuremodel-compressionpruningquantizationdistillation
Inference Optimization Risks
Security implications of model optimization techniques — covering quantization safety degradation, pruning vulnerability introduction, distillation attacks, and speculative decoding risks.
quantizationpruningdistillationoptimizationinferencesafety-degradation
Pruning Impact on Safety
How structured and unstructured pruning affects model safety properties, and techniques for exploiting pruning artifacts to bypass safety training.
modelspruningsparsitysafety