Model Security Tests (MLASTG-TEST-MODEL)¶
Overview¶
Test cases for verifying MLASVS-MODEL controls covering adversarial robustness, extraction prevention, inversion/privacy, backdoor detection, and model integrity.
Available Test Cases¶
| Test ID | Title | MLASVS Ref | Level |
|---|---|---|---|
| MLASTG-TEST-MODEL-001 | Adversarial Robustness Testing | MODEL-001, 002, 003, 010, 012, 016, 017, 024, 025, 026, 027, 028, 029 | L1/L2 |
| MLASTG-TEST-MODEL-002 | Extraction Resistance Testing | MODEL-004, 005, 006, 018, 023 | L1/L2 |
| MLASTG-TEST-MODEL-003 | Membership Inference Testing | MODEL-009, 011, 013, 019, 020 | L1/L2 |
| MLASTG-TEST-MODEL-004 | Backdoor Detection Testing | MODEL-021, 022 | L2 |
| MLASTG-TEST-MODEL-005 | Model Integrity Verification | MODEL-007, 008, 014, 015, 030 | L1/L2 |
| MLASTG-TEST-MODEL-006 | Reward Hacking in RL | MODEL-001, 003, 004, 010, 012, 016, 024 | L1/L2 |