AI agent skills tagged posts

AI agents are all the rage—but research shows they leak private data

AI agents are all the rage—but research shows they leak private data
A real-world credential leakage case discovered in the study. The developer embedded a Base64-encoded client secret directly in the skill’s source code, exposing the credential to anyone who installs or inspects the skill. Credit: arXiv (2026). DOI: 10.48550/arxiv.2604.03070

Before you prompt AI to answer another question or perform another task, a Wake Forest computer scientist wants you to know it could expose your sensitive data.

Ying Zhang, an assistant professor in Wake Forest University’s Department of Computer Science, studies security in software engineering. Her latest research, “How Your Credentials Are Leaked by LLM Agent Skills,” explores how large language model (LLM) agents make data vulnerable to attacks.

LLM agents are autonomous AI systems that analyze circum...

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