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#privacy-risk News & Analysis

2 articles tagged with #privacy-risk. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBearisharXiv – CS AI · Apr 157/10
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CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

Researchers have identified a critical privacy vulnerability in LLM-based multi-agent systems, demonstrating that communication topologies can be reverse-engineered through black-box attacks. The Communication Inference Attack (CIA) achieves up to 99% accuracy in inferring how agents communicate, exposing significant intellectual property and security risks in AI systems.

AIBearisharXiv – CS AI · Apr 147/10
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What do your logits know? (The answer may surprise you!)

Researchers demonstrate that AI model logits and other accessible model outputs leak significant task-irrelevant information from vision-language models, creating potential security risks through unintentional or malicious information exposure despite apparent safeguards.