{"data":{"id":"9394c1a0-f48f-4166-af4b-0e45409b88a4","title":"Then there is prompt injection, a malicious email, ...: The Wild Wide West of OpenClaw Agentic System Security","summary":"Researchers studied security concerns in OpenClaw, an AI personal assistant framework, using 162 security-relevant Reddit posts and 180 security-tagged GitHub issues. They mapped 521 CWE instances across 59 weakness types, concentrated in access-control failures, sensitive-data exposure, injection, and unsafe execution. They conclude these issues reflect recurring trust-boundary failures across the agent execution pipeline rather than isolated bugs.","solution":"The paper extracts 543 practitioner mitigation suggestions consolidated into seven recurring strategies. The implications it derives include explicit trust boundaries, least-privilege tool access, execution containment, runtime oversight, and defense-in-depth deployment.","labels":["security","research"],"sourceUrl":"https://arxiv.org/abs/2610.35451v1","publishedAt":"2026-10-26T13:49:22.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["prompt_injection"],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["OpenClaw"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-10-26T13:49:22.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"agent","llmSpecific":true,"classifierConfidence":0.9,"researchCategory":"preprint","atlasIds":["AML.T0051"]}}