[D] Your Agent, Their Asset: Real-world safety evaluation of OpenClaw agents (CIK poisoning raises attack success to ~64–74%)
Reddit - Machine Learning
1 min read
About this article
Paper: https://arxiv.org/abs/2604.04759 This paper presents a real-world safety evaluation of OpenClaw, a personal AI agent with access to Gmail, Stripe, and the local filesystem. The authors introduce a taxonomy of persistent agent state: - Capability (skills / executable code) - Identity (persona, trust configuration) - Knowledge (memory) They evaluate 12 attack scenarios on a live system across multiple models. Key results: - baseline attack success rate: ~10–36.7% - after poisoning a sing...
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Originally published on April 08, 2026.
Curated by AI News.
