Tag
#model-extraction
2 posts tagged model-extraction.
- red-team
The Adversarial ML Attack Taxonomy: A Red Teamer's Reference
A working taxonomy of attacks against ML systems — evasion, poisoning, privacy, and abuse — mapped to attacker knowledge and capability, grounded in the NIST AML report and the tools that actually run each attack.
- primer
Model Extraction vs. Model Inversion: Two Confidentiality Attacks
Model extraction and model inversion both threaten model confidentiality, but they target different aspects of the model and require different defense architectures. Extraction recovers the model itself; inversion recovers the training data it memorized.