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Top Agentic AI security resources — August 2026
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Top Agentic AI security resources — August 2026

Adversa AI's August 2026 roundup of twenty agentic AI security resources from July 2026, covering four real-world agent exploits in ten days: a hidden one-pixel-text attack making AWS Kiro rewrite its own mcp.json (CVE-2026-10591), two CVSS 9.8 zero-click Cursor RCEs (DuneSlide, CVE-2026-50548/50549), the DeepJack Cursor deeplink RCE, and ClaudeBleed's Chrome-extension click-forgery against Claude for Chrome. It also summarizes three memory-poisoning papers (an agent data injection class, FARMA/SENTINEL, GhostWriter/AM-Sentry), the Hugging Face sandbox-escape incident, Anthropic's CISO risk framework, and OWASP/CSA's agentic AI maturity model.

TL;DR Monthly Adversa AI digest rounding up July 2026's agentic-AI exploits, CVEs, memory-poisoning research, and CISO guidance.
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What it is

This is a roundup, but it carries specifics the existing summary omits: exact CVE numbers with CVSS scores and fixed versions, exploit mechanisms, and a concrete "fix before September" checklist. The two most actionable items for an engineer are the DuneSlide Cursor RCEs and the Kiro CVE's patched version.

How it works

  • DuneSlide (Cursor): CVE-2026-50548 and CVE-2026-50549, both CVSS 9.8, zero-click. Injection arrives via MCP or poisoned search results and abuses working_directory or a symlink-canonicalization fallback to overwrite Cursor's sandbox helper.
  • DeepJack (Cursor deeplink): nested cursor:// deeplinks plus whitespace-padded arguments push a malicious MCP install command off-screen in Cursor's confirm dialog, turning a "review this PR" click into unsandboxed RCE. Still reproducible in build 3.9.8 — no fix version given.
  • Kiro (CVE-2026-10591): CVSS 8.8/8.6. Hidden one-pixel text on a web page makes Kiro rewrite its own mcp.json and auto-launch an attacker-controlled MCP server with developer privileges. Assigned July 22, fixed in v0.11.130.
  • ClaudeBleed (Claude for Chrome): any co-installed Chrome extension can forge a trusted click via a missing event.isTrusted check, driving Claude for Chrome to read Gmail/Docs/Calendar through nine allowlisted task IDs. CVSS 7.7, rising to 9.6 with auto-execution enabled. Reported to Anthropic May 21, still reproducible in v1.0.80 as of July 7 — no fix version stated.

Preconditions / Affected

  • DuneSlide / DeepJack: Cursor IDE, MCP-connected or deeplink-handling configurations.
  • Kiro: versions prior to v0.11.130.
  • ClaudeBleed: Claude for Chrome with any co-installed extension; risk escalates sharply if auto-execution is enabled.

What to do

The page's concrete remediation steps:

  • Patch Kiro to v0.11.130 or later.
  • Inventory every agent identity and the connector scopes it inherits.
  • Confirm your tooling gives full visibility into agentic actions and can reconstruct the full action chain from telemetry.
  • Run Anthropic's four-question CISO framework (untrusted content, actions, blast radius, observability) against one real deployment this month.
  • Score that deployment against the CSA/OWASP maturity model to establish a baseline.

Caveats

  • DeepJack and ClaudeBleed are reported as still reproducible in the latest tested builds (Cursor 3.9.8, Claude for Chrome v1.0.80) with no fix version given on this page.
  • The Hugging Face incident write-up explicitly separates supported claims from unproven ones — treat details beyond "sandbox escape, 17,000+ logged actions" as not yet confirmed per the source.

Organisations named here

  • Cloud Security Alliance
  • A2A
  • AgentForger
  • ClaudeBleed
  • DuneSlide

CVEs named here

  • CVE-2026-10591
  • CVE-2026-50548
  • CVE-2026-50549

Technologies named here

  • AM-Sentry
  • AWS Kiro
  • SENTINEL
  • Cursor IDE
  • Claude for Chrome
  • EXTRA
  • ChatGPT Workspace / Agent Builder
  • Claude Code
  • Codex
  • Gemini CLI
  • Antigravity
  • claude.ai memory
  • Hugging Face
  • Cursor
  • Model Context Protocol
  • Claude
  • ChatGPT

Techniques named here

  • Agent data injection
  • FARMA
  • GhostWriter
  • Memory heist
  • DNS exfiltration via ANSI escape codes
  • Sandbox escape via trusted host component execution
  • Operational reframing / approval-framed delegation
  • DeepJack deeplink exploit
  • Hidden one-pixel text prompt injection
  • Zero-click prompt injection via MCP/poisoned search results
  • Forged trusted click
  • CSRF-style agent creation
  • LLM browser agent bot-defense bypass
  • Agent sandbox escape
  • Lethal trifecta

Also named here

  • DeepJack
  • Johann Rehberger
  • OWASP's State of Agentic AI Security and Governance v2.01
  • Jason Clinton