Most high-severity cloud security findings are downgraded once an AI agent checks the environment

Cloud security platforms turn every failed rule into a finding, and those findings pile up in queues sorted by severity. Research from Sola Security tested what happens to that order when each finding gets checked against the environment where it lives. The researchers, Leon Goldberg and Gal Engelberg, built an AI agent that re-grades findings raised by third-party cloud security platforms. They ran it on 9,967 HIGH…

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Attackers compromised 42 GitHub repositories by using files too large to be searched

A security research firm reported Monday that it had identified breaches of 42 third-party GitHub repositories in which attackers had deployed payload blobs large enough “to evade the GitHub search and API paths normally used to find this kind of compromise.” The report from JFrog Security Research said the victimized repositories contained execution hooks for AI coding assistants and IDEs, along with polymorphic wra…

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Brotli bug reaches far beyond Node.js (CVE-2026-111497)

A vulnerability in Brotli, Google’s widely used open-source compression library, is putting a broad range of software at risk. About CVE-2026-111497 Alternatively known as “Node2Shell”, “Broccoli2Shell” and “Brotli2Shell”, CVE-2026-111497 is a remotely exploitable out-of-bounds write flaw that gained widespread attention after Node.js publicly disclosed it on October 21, 2026. “An attacker who can supply Brotli data…

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Socure links AI agents to verified people and businesses

Socure has launched Agent Intelligence, a suite that detects AI agents, scores whether they should be trusted, and ties each agent to the verified person or business that authorized it. Agent Intelligence includes three layers in one platform designed to go beyond simple Know Your Agent (KYA) solutions: Agent Detection, generally available today inside Socure’s existing Digital Intelligence offering, Agent TrustScore…

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DNSFilter LUMINATE unifies DNS security, AI controls and remote work protection

DNSFilter has launched LUMINATE by DNSFilter, a security platform that allows organizations to deliver five security solutions from one agent, one console and one policy. Shadow AI is now one of the fastest-growing risks in business. Employees are adopting AI tools and agents faster than security teams can approve them, often without any visibility from existing security technology. Nearly a third of employees using…