# api-attacks
2 articlestagged with “api-attacks”
API-Based Model Extraction
Deep dive into extracting proprietary model capabilities through systematic API querying, active learning strategies, logprob exploitation, soft-label distillation, and evasion of query anomaly detection systems.
model-extractionapi-attacksdistillationactive-learninglogprobsquery-strategy
Model Extraction & IP Theft
Methodology for black-box model extraction, API-based distillation, side-channel extraction, watermark removal, and model fingerprinting bypass targeting deployed AI systems.
model-extractiondistillationside-channelwatermarkingfingerprintingip-theftapi-attacks