Adversarial Attack on S3a AI-detect
95ASRCodecAttack
Evaluation Results
| Method | Links | |
|---|---|---|
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=None, Bitrate=Clean2026.05 | 95 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=128k2026.05 | 92.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=192k2026.05 | 92.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=64k2026.05 | 87.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=128k2026.05 | 85 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=192k2026.05 | 85 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=96k2026.05 | 82.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=64k2026.05 | 72.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=96k2026.05 | 65 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=128k2026.05 | 65 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=192k2026.05 | 65 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=32k2026.05 | 47.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=64k2026.05 | 42.5 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=24k2026.05 | 35 | |
| CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=16k2026.05 | 22.5 |