daily cyber × ai intelligence

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July 3, 2026

Ransomware on Autopilot, and a Pile of Critical Bugs Under Fire

Sysdig documented the first end-to-end ransomware operation run by an LLM, with an operator dubbed JADEPUFFER exploiting CVE-2025-3248 in Langflow to break in, steal credentials, move laterally, and encrypt a production database. Adobe patched seven CVSS 10.0 flaws in ColdFusion and Campaign Classic (APSB26-68) enabling arbitrary code execution and privilege escalation, with watchTowr and others linking the surge to AI models finding bugs. Google and the FBI disrupted the NetNut/Popa residential proxy botnet affecting ~2 million devices and linked to 316 distinct threat clusters running cybercrime and espionage. Multiple critical vulnerabilities in SharePoint (CVE-2026-45659), NetScaler (CVE-2026-8451), Oracle E-Business Suite (CVE-2026-46817), and WinRAR (CVE-2026-14191) are under active exploitation, with CitrixBleed-successor CVE-2026-8451 exploited within days of disclosure using public PoC code.

July 1, 2026

CitrixBleed Returns: watchTowr Discloses a New NetScaler Pre-Auth Memory Overread

watchTowr Labs disclosed CVE-2026-8451, a pre-auth memory overread in Citrix NetScaler SAML handling that extends the CitrixBleed lineage, alongside five other patched flaws. A China-linked USB implant infected Japanese military networks for nearly a year via disaster-relief supply chains, while European defense targets faced spear-phishing campaigns abusing AWS Cognito for credential-less C2 infrastructure. Multiple AI agent safety bypasses emerged, including GuardFall (shell injection against coding agents), BioShocking (prompt injection stealing credentials), and poisoned MCP tool descriptions enabling data exfiltration without raising alerts.