expertise needed
security
Requires security expertise for threat analysis and mitigation
4 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Red Teaming | Procedural | Architecture/model Agnostic Requirements/black Box | Any | Red teaming is a structured adversarial evaluation process in which a dedicated team systematically probes an AI/ML... | ||
| Data Poisoning Detection | Algorithmic | Architecture/model Agnostic Requirements/white Box +1 | Any | Data poisoning detection identifies malicious training data designed to compromise model behaviour. This technique... | ||
| Model Extraction Defence Testing | Testing | Architecture/model Agnostic Requirements/black Box | Any | Model extraction defence testing evaluates protections against attackers who attempt to steal model functionality by... | ||
| Membership Inference Attack Testing | Testing | Architecture/model Agnostic Requirements/black Box | Any | Membership inference attack testing evaluates whether adversaries can determine if specific data points were included in... |
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