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#information-leakage News & Analysis

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

2 articles
AIBearisharXiv – CS AI · 3d ago7/10
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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.

AIBullisharXiv – CS AI · Mar 36/108
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Tracking Capabilities for Safer Agents

Researchers propose a new safety framework for AI agents using Scala 3 with capture checking to prevent information leakage and malicious behaviors. The system creates a 'safety harness' that tracks capabilities through static type checking, allowing fine-grained control over agent actions while maintaining task performance.