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OpenAdvisories
High · 8.8 Public exploit CVE-2026-54519 EUVD-2026-82580

AI Agent Automation: Missing ownership checks in memory APIs allow cross-user memory read and deletion

Published Sep 17, 2026 · Updated Sep 22, 2026 · Assigned by GitHub_M

Description

AI Agent Automation is a modular AI agent workflow automation platform with schedulers, tools, and observability. Prior to 0.9.1, backend/src/controllers/memory.controller.js authenticates requests but listMemories, deleteMemory, and clearAgentMemory use a caller-supplied agentId or memory _id without verifying through the related Agent that the record belongs to req.user. An authenticated attacker who knows or obtains another user's identifiers can read victim AgentMemory content, including conversation history, agent context, task data, embeddings, and metadata, delete an individual victim memory, or clear all memory belonging to a victim agent. This breaks tenant isolation and causes unauthorized disclosure and data loss. This issue is fixed in version 0.9.1.

Affected products

VendorProductAffectedFixed
vmDeshpande ai-agent-automation < 0.9.1 —

Public exploits

Exploit or proof-of-concept code for this vulnerability is publicly available, which lowers the bar for attackers. Treat it as a reason to patch sooner.

Third-party code, not reviewed by us. Public PoCs are sometimes fake or contain malware. Read the code first and run it only in an isolated lab, against systems you are authorised to test.

GitHub 1 repository

  • chaitanyagarware/CVE-2026-54519 ★ 1 · Jul 9, 2026

    CVE-2026-54519 / GHSA-qv97-83w4-ff86: ai-agent-automation memory authorization advisory landing page

Sources: PoC-in-GitHub, Metasploit Framework, Exploit-DB — updated daily. Only links are listed; no exploit code is hosted here.

References