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Malicious audio instructions can stealthily hijack multimodal agents, achieving a 69.10% success rate in real-world scenarios.
Relying on just the final layer of LLMs can lead to a 6.72% drop in recommendation performance鈥擨MFuse captures the full spectrum of semantic knowledge across layers for superior results.