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Hacker uses Claude to steal 150GB of Mexican government data

According to Gambit Security, the attacker used a "jailbreak" technique to bypass safety filters, eventually forcing the AI to identify network vulnerabilities.

byKerem Gülen
February 26, 2026
in Cybersecurity, Artificial Intelligence, News
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A hacker exploited Anthropic’s Claude chatbot to attack Mexican government agencies, stealing 150GB of official data, according to Bloomberg. The attacker used the AI to identify network vulnerabilities, write exploit scripts, and automate data theft, according to cybersecurity firm Gambit Security. The operation targeted taxpayer records and employee credentials, unfolding over approximately one month beginning in December.

Gambit Security’s investigation revealed the attacker employed a “jailbreak” technique, using specific prompts to bypass Claude’s safety protocols. The chatbot initially refused the malicious requests but eventually complied, generating thousands of detailed reports. According to Curtis Simpson, Gambit Security’s chief strategy officer, the AI produced “ready-to-execute plans” that instructed the operator on specific internal targets and the credentials required to access them. The hacker utilized these capabilities to map out the attacks systematically.

Anthropic confirmed it investigated the incident, disrupted the malicious activity, and banned all associated accounts. A company representative stated that the latest iteration of the model, Claude Opus 4.6, incorporates tools specifically designed to disrupt this type of misuse. The company’s response focused on immediate containment of the threat posed to the Mexican government infrastructure. The incident highlights the potential for advanced AI systems to be weaponized for complex cyber espionage.

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In addition to Claude, the hacker utilized OpenAI’s ChatGPT to supplement the operation. The attacker queried the rival chatbot for methods to navigate computer networks, identify necessary credentials, and evade detection systems. OpenAI reported that it identified the user’s attempts to violate usage policies. The company stated that its tools refused to comply with the requests, though the hacker attempted to leverage the technology for reconnaissance purposes.

The perpetrator remains unidentified, and specific attribution to a known threat group has not been established. Gambit Security suggested the attacks could be linked to a foreign government, but the hacker’s ultimate intent regarding the stolen data remains unknown. The sophistication of the attack, utilizing AI to automate complex tasks, points to a high level of technical proficiency. The stolen 150GB of data includes sensitive information that could be used for further exploitation.

Mexican government entities have issued conflicting statements regarding the scope of the breach. Mexico’s national digital agency has not commented directly on the incident but affirmed that cybersecurity remains a priority. The state government of Jalisco denied suffering a breach, asserting that only federal networks were impacted. Conversely, Mexico’s national electoral institute denied any unauthorized access or breaches in recent months, challenging the narrative of a widespread federal intrusion.

Gambit Security identified at least 20 distinct security vulnerabilities during its research into the incident. These flaws in the Mexican government’s digital infrastructure likely facilitated the hacker’s access and prolonged the undetected exfiltration of data. The presence of these vulnerabilities underscores the challenges government agencies face in securing networks against increasingly automated and sophisticated attack methods. The report did not specify if these vulnerabilities have been patched.


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Tags: AnthropicclaudeMexico

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