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TI-2026-39365 Aliases CVE-2026-54519

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

Priority HIGH 73CWE-862Published · Updated

Key facts

Attack vector
Network
Privileges required
Low
User interaction
None
Attack complexity
Low
Impact type
Security bypass
Confidentiality · integrity · availability
High · High · High
Fix status
Fixed

Attack profile from CVSS 3.1 · CNA. Fix status from CNA. Impact type from CWE-862.

Summary

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.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00515 44th percentileScored 2026-11-07
Fix Fixed ai-agent-automation (vmDeshpande): 0.9.1

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Total

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
vmDeshpandeai-agent-automationbefore 0.9.10.9.1Patch availableCNA
  • ai-agent-automation VendorvmDeshpande Affected before 0.9.1 Fixed in 0.9.1 Patch available CNA

Remediation

  • Fix · CNA ai-agent-automation (vmDeshpande) Fixed in 0.9.1

Timeline

  1. 2026-10-02 Threatist record created from CVE-2026-54519

References

  • TI-2026-39366 AI Agent Automation: Workflow file step path traversal allows read and write outside the expected directory CVSS 3.1HIGH 8.1

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences