AIBearisharXiv – CS AI · 5h ago7/10
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EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks
Researchers introduce EVA, an evolutionary framework that demonstrates GUI agents powered by multimodal language models are vulnerable to Environmental Injection Attacks through semantic deception rather than visual manipulation, achieving 85% attack success rates and revealing a critical security flaw in instruction-following alignment training.