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Adversarial Attacks

33 summarised stories about Adversarial Attacks, each linking back to the original source. Browse all topics →

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Wednesday, 15 July 2026

How I tricked Claude into leaking your deepest, darkest secrets

Simon Willison's Weblog 1 month ago 46

A researcher discovered that Claude's web_fetch tool could be exploited through nested links on honeypot websites to extract user data, bypassing Anthropic's safeguards against data exfiltration attacks. The attack successfully retrieved a user's name, home city, and employer by tricking the model into following letter-by-letter URL sequences disguised as authentication prompts. Anthropic subsequently patched the vulnerability by removing web_fetch's ability to navigate links embedded within previously fetched pages.

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