List your company
ResearchFormerly WizWand

Adversarial Attack on S3a AI-detect

95ASRCodecAttack
19.639.17558.7578.325May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=None, Bitrate=Clean2026.0595
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=128k2026.0592.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=192k2026.0592.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=64k2026.0587.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=128k2026.0585
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=192k2026.0585
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=96k2026.0582.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=64k2026.0572.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=96k2026.0565
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=128k2026.0565
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=192k2026.0565
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=32k2026.0547.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=64k2026.0542.5
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=24k2026.0535
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=16k2026.0522.5