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mem0 CVE-2026-31244

| EUVDEUVD-2026-29567 MEDIUM
Missing Authorization (CWE-862)
2026-05-12 cve@mitre.org GHSA-4w6c-gfx3-vghv
6.5
CVSS 3.1 · NVD
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Severity by source

NVD PRIMARY
6.5 MEDIUM
AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:L

Primary rating from NVD · only source for this CVE.

CVSS VectorNVD

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:L
Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
None
Integrity
Low
Availability
Low

Lifecycle Timeline

4
Analysis Generated
May 13, 2026 - 16:00 vuln.today
CVSS changed
May 13, 2026 - 15:52 NVD
6.5 (None) 6.5 (MEDIUM)
CVE Published
May 12, 2026 - 18:16 nvd
UNKNOWN (no severity yet)
CVE Published
May 12, 2026 - 18:16 nvd
MEDIUM 6.5

DescriptionCVE.org

The mem0 1.0.0 server lacks authentication and authorization controls for its memory deletion API endpoint (DELETE /memories/{memory_id}). The endpoint allows unauthenticated users to delete arbitrary memory records without verifying their identity or permissions. A remote attacker can exploit this by sending unauthenticated DELETE requests to remove any memory entry from the database, leading to unauthorized data loss and potential denial of service.

AnalysisAI

Unauthenticated deletion of arbitrary memory records in mem0 1.0.0 allows remote attackers to remove any database entry without credentials, causing unauthorized data loss and potential denial of service. The DELETE /memories/{memory_id} endpoint completely lacks authentication and authorization controls, exposing all memory records to deletion by any network-accessible attacker. No public exploit code has been identified, but the vulnerability is trivial to exploit given the straightforward API design.

Technical ContextAI

mem0 is a memory management service that exposes REST API endpoints for CRUD operations on memory records. The affected DELETE /memories/{memory_id} endpoint fails to implement authentication (CWE-862: Missing Authorization) before processing deletion requests. This allows any unauthenticated client with network access to craft HTTP DELETE requests to arbitrary memory identifiers, directly modifying or destroying persistent data in the backend database without identity verification or permission checks. The vulnerability stems from a fundamental design failure where API security was not implemented during initial development of version 1.0.0.

RemediationAI

Upgrade to a patched version of mem0 if available from the vendor (https://github.com/mem0ai/mem0); specific patch version is not provided in available data, so check the project's releases page for post-1.0.0 versions that address authentication. If immediate patching is not possible, implement network-level controls: restrict HTTP DELETE access to the /memories/{memory_id} endpoint to trusted internal networks only using firewall rules or reverse proxy (e.g., nginx, Apache) configuration, allowing requests only from authenticated application servers. Alternatively, place mem0 behind an API gateway that enforces bearer token or API key authentication before forwarding requests to the mem0 server. These workarounds add latency and require administrative overhead but prevent unauthenticated deletion attacks while patches are pending. Audit all memory records for signs of unauthorized deletion or modification and restore from backup if needed.

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CVE-2026-31244 vulnerability details – vuln.today

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