AEGIS: Audio Endogenous Guarding via Internal Signals Against Large Audio-Language Model Jailbreaks
cs.SD, cs.CR
Submitted: 2026-09-24
Updated: 2026-09-24
Comments: Submitted to ICASSP 2027. 5 pages, 2 figures, 3 tables
Code: https://github.com/azzzzliao/aegis-audio-defense
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Qwen2-Audio Technical Report
- Gemma 4 Technical Report
- VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
- Voxtral
- Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
- Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamics Mechanisms and Efficient Alignment
- Multilingual and Multi-Accent Jailbreaking of Audio LLMs
- Universal and Transferable Adversarial Attacks on Aligned Language Models
- VoiceSHIELD-Small: Real-Time Malicious Speech Detection and Transcription
- LLMs Encode Harmfulness and Refusal Separately
- Qwen3-TTS Technical Report
- The Llama 3 Herd of Models
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