#perplexity-comet · kyber.today

August 1, 2026

When the Attacker Is a Model: AI Lands on Both Sides of the Fight

DeepSeek wired into Hermes Agent autonomous attacks discovers and exploits vulnerable servers on attacker command, marking a concrete expansion of AI-driven offensive operations. Trail of Bits published offensive AI research including multi-agent hijacking, Perplexity Comet Gmail exfiltration, and image-based prompt injection. Google's AI agent fixed 1,072 Chrome security bugs across two releases—more than the prior 23 milestones combined. Iran was assessed by U.S. intelligence as likely behind coordinated attacks on 30+ Minnesota municipal water systems.

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.