π΅οΈ RESEARCH & DEEP DIVES
- Study finds LLM agents overshare private data in most tool calls
A study finds that LLM agents often overshare private data in tool calls.- LLM agents using third-party tools are affected by the privacy exposure.
- Tool-call arguments included unnecessary privacy-sensitive data in 81β88% of calls from GPT-4o, Claude 3.5 Sonnet, and Llama-3.3-70B.
- Explicit privacy instructions still left 36β76% of calls oversharing data.
- Implicit privacy signals, such as a hospital name implying a diagnosis, can evade PII detectors.
- The proposed ToolMinimize middleware intercepts and rewrites tool-call arguments.
π Source: arxiv.org Β· π Coverage: arxiv.org Β· π via arXiv cs.CR
π ADVISORIES
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WatchGuard Agent Flaws Enable Unauthenticated Code Execution on Windows
CVE-2026-57909CVE-2026-57910
WatchGuard disclosed two critical vulnerabilities in its Windows Agent.- WatchGuard Agent for Windows versions earlier than 1.25.13.0000 are affected.
- CVE-2026-57910 and CVE-2026-57909 carry CVSS v4.0 scores of 9.3 and 9.4.
- CVE-2026-57910 abuses the UDP discovery and command service to trigger TaskExecute and run downloaded attacker-controlled code.
- CVE-2026-57909 is a path-traversal flaw enabling unauthenticated remote code execution from an adjacent network.
- Successful exploitation can provide elevated SYSTEM-level control of the Windows endpoint.
π Source: psirt.watchguard.com Β· π Coverage: gbhackers.com Β· π via Cyber Security News, cryptika.com (discovered)
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π Source for Adobe Campaign Classic flaws enable unauthenticated arbitrary code execution β helpx.adobe.com
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π Source for Chinese state-linked groups more than double attacks with open-source AI β deepseek.com
π CVEs & KEV
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CVE-2026-80214 β CVSS 8.6 β LibreNMS Virtualisation Discovery Module RCE
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LibreNMSβs Virtualization Discovery Module contains a remote code execution vulnerability.