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High 8.8Published Sep 17, 2026

CVE-2026-54519AI Agent Automation: Missing ownership checks in memory APIs allow cross-user memory read and deletion

Updated under an hour ago ()

Does this affect you?

It affects vmDeshpande ai-agent-automation. Add what you run to find out whether that includes you.

No exploitation reported and no EPSS estimate yet.

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.

CVSS
8.8 HIGH (v3.1, CNA)CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Weakness (CWE)
CWE-862
Known exploited
Not in CISA's KEV catalog
EPSS (exploitation in the next 30 days)
Not loaded for this CVE
Assigned by
GitHub_M
NVD analysis
Deferred
Record last updated
Sep 22, 2026
First seen by InfoSec Signals
Oct 9, 2026

Affected products

Affected products
vmDeshpande ai-agent-automation
vmdeshpande:ai_agent_automation (from the name)
before 0.9.1
CNA record

References

  • x-refsource-confirm
  • x-refsource-misc
  • x-refsource-misc

The CVE record is authoritative. Products marked “from the name” were identified from the CNA's free-text names, not a CPE, and are matched less certainly. This product uses the NVD API but is not endorsed or certified by the NVD.

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