buildOne report1 publisher Three of 11 catalogued attacks on agent memory and learning reached production systems
CyberXDefend counts about 11 named attacks on AI agent memory and learning, three of them demonstrated on production ChatGPT and OpenClaw. It found no confirmed criminal campaign, but in each case one poisoned write outlives the session, the property behind OWASP's ASI06 category.
Reality
- Evidence40
- Adoption20
- Hype gap+15
- Incentives50
- Confidence35
Varonis says Copilot disclosed an undocumented URL parameter mid-refusal, enabling silent exfiltration. Microsoft shipped patches on August 18, 2026, about eight months after disclosure.
Reality
- Evidence66
- Adoption24
- Hype gap+16
- Incentives70
- Confidence62
A 472-character invisible payload steered an email summarizer into reporting only the attacker's text
Forcepoint X-Labs hid instructions in zero-pixel white HTML and watched a summarizer repeat them as fact. The measurement is new; two named practitioners say the design flaw it measures has been documented since 2023.
Reality
- Evidence58
- Adoption22
- Hype gap+27
- Incentives72
- Confidence60
Claude Code writes its own decoder when you block the attacker's binary
Johann Rehberger got code execution in up to 80% of attempts by making one tool fail and letting the agent improvise. Anthropic says Auto Mode is working as designed, which leaves the sandbox decision on your desk.
Reality
- Evidence63
- Adoption70
- Hype gap−8
- Incentives58
- Confidence66
Summarizing a webpage was enough to run attacker code in Claude Code's Auto Mode
Johann Rehberger's chain landed 60% to 80% of the time in the mode Claude Code has run by default since mid-August. Anthropic closed the report as informative and pointed customers at OS-level isolation.
Reality
- Evidence58
- Adoption45
- Hype gap+5
- Incentives62
- Confidence52