{"id":"GHSA-r3xw-gcpr-rf26","title":"Duplicate Advisory: PraisonAI: Human-in-the-loop tool approval is cached by tool name and silently reused for all subsequent calls with arbitrary arguments","summary":"Duplicate Advisory: PraisonAI: Human-in-the-loop tool approval is cached by tool name and silently reused for all subsequent calls with arbitrary arguments","severity":"medium","cvss":6.1,"cwe":["CWE-863"],"vendor":"praisonaiagents","product":"praisonaiagents","ecosystem":"pip","affected":["praisonaiagents <= 1.6.77"],"published":"2026-07-15","updated":"2026-10-08","sourceUpdated":"2026-10-08T16:43:41Z","source":"GHSA","sourceUrl":"https://github.com/advisories/GHSA-r3xw-gcpr-rf26","references":[{"url":"https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-29r9-67vg-qj56"},{"url":"https://nvd.nist.gov/vuln/detail/CVE-2026-60087"},{"url":"https://www.vulncheck.com/advisories/praisonai-before-tool-approval-cache-bypass"},{"url":"https://github.com/advisories/GHSA-r3xw-gcpr-rf26"}],"tags":["ghsa","pip"],"ingestedAt":"2026-10-08T16:52:14.780Z","slug":"GHSA-r3xw-gcpr-rf26","body":"## Overview\n\n### Duplicate Advisory\nThis advisory has been withdrawn because it is a duplicate of GHSA-29r9-67vg-qj56. This link is maintained to preserve external references.\n\n### Original Description\nPraisonAI before 1.6.78 caches tool approval decisions by tool name only, allowing attackers to reuse initial approvals for subsequent calls with arbitrary arguments. Attackers can exploit this by obtaining approval for a benign operation and then executing dangerous file write operations with unreviewed parameters in the same session.\n\n## Affected packages\n\n- `praisonaiagents <= 1.6.77`\n\n## Remediation\n\nRefer to the advisory for the patched release.","depth":"sunlit","depthScore":34,"depthScoreParts":{"impact":33.6,"likelihood":0,"exploitation":0,"ransomware":0},"changes":[]}