Adversarial Attack Detection on Adaptive Threshold Evasion
94.1PrecisionSpectralGuard (Multi-Layer)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SpectralGuard (Multi-Layer)Setting=Adaptive, Attacker=Threshold evasion, Latency=< 15ms/tok, N=100, Model=Mamba-130M2026.03 | 94.1 | 96 | 95 | — | 6 | |
| SpectralGuard (Single-Layer)Setting=Adaptive, Attacker=Threshold evasion, Latency=< 5ms/tok, N=500, Model=Mamba-130M2026.03 | 48.4 | 30 | 37 | — | 32 |