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Prismata

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11:07
2026-07-23
promptcube3.com
ai-safety

Prismata: Stopping Cross-Site Prompt Injection

A new paper introduces Prismata, a confinement layer that prevents cross-site prompt injection attacks on LLM agents by validating instructions from webpages before executing actions. The system imple…

06:00
2026-07-17
helpnetsecurity.com
ai-safety

Prompt injection is becoming the XSS of the web agent era

A group at UC Berkeley warns that prompt injection is becoming the cross-site scripting (XSS) of the web agent era, calling the vulnerability Cross-Site Prompting (XSP). Their system, Prismata, sits b…

21:03
2026-07-10
arxiv.org
ai-safety

Prismata: Confining cross-site prompt injection in web agents

Researchers introduced Prismata, a defense against cross-site prompt injection in autonomous web agents that enforces contextual least privilege by dynamically deriving permission labels for page cont…

06:40
2026-07-10
machinebrief.com
ai-agents

Prismata: Elevating Security for Autonomous Web Agents

Prismata introduces a new security standard for autonomous web agents by enforcing contextual least privilege, protecting them from prompt injection attacks without requiring developer intervention. T…

06:39
2026-07-10
machinebrief.com
ai-agents

Web Agents Face Old Threats with New Tech: Can Prismata Help?

Autonomous web agents face old security threats like prompt injection, and a new defense called Prismata aims to protect them using contextual least privilege. Prismata dynamically labels web content …

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