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ResearchFormerly WizWand

Adversarial Attack on S2 EN interview

84Attack Success Rate (ASR)CodecAttack
46.5656.286675.72May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=None, Bitrate=Clean2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=64k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=128k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=192k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=64k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=96k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=128k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=MP3, Bitrate=192k2026.0584
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=64k2026.0580
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=96k2026.0580
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=32k2026.0576
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=128k2026.0576
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=AAC-LC, Bitrate=192k2026.0576
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=24k2026.0572
CodecAttackModel=Qwen2.5-Omni, Epsilon (ϵ)=1.0, Codec=Opus, Bitrate=16k2026.0548