Mem0: Cross-tenant conversation leak via unescaped delimiter collision in session-scope key (_build_session_scope)
Mem0 provides persistent memory infrastructure for AI agents and applications. Prior to Python SDK 2.0.18 and TypeScript SDK 3.1.6, _build_session_scope() in mem0/memory/main.py and Memory.buildSessionScope() in the TypeScript SDK join caller-controlled user_id, agent_id, and run_id values using unescaped & and = delimiters. A caller can embed another scope component in a controlled identifier so that distinct tenant tuples produce the same session_scope key. Memory.add(), AsyncMemory.add(), and the REST POST /memories flow use that key to read and save recent raw messages, allowing cross-tenant conversation disclosure and eviction or interleaving of another tenant's history. This issue is fixed in Python SDK 2.0.18 and TypeScript SDK 3.1.6.
- Products
- mem0
- Affected versions
- Not specified
- Fixed versions
- Not specified
- CVEs
- CVE-2026-116575
- Confirmed fixed CVEs
- Not specified
- Updated in this feed
- 31 Oct 2026, 13:57 UTC · Revision 1
Source evidence
Mem0: Cross-tenant conversation leak via unescaped delimiter collision in session-scope key (_build_session_scope)
core-cve · Original sourcePublished 26 Oct 2026, 20:15 UTC
Mem0 provides persistent memory infrastructure for AI agents and applications. Prior to Python SDK 2.0.18 and TypeScript SDK 3.1.6, _build_session_scope() in mem0/memory/main.py and Memory.buildSessionScope() in the TypeScript SDK join caller-controlled user_id, agent_id, and run_id values using unescaped & and = delimiters. A caller can embed another scope component in a controlled identifier so that distinct tenant tuples produce the same session_scope key. Memory.add(), AsyncMemory.add(), and the REST POST /memories flow use that key to read and save recent raw messages, allowing cross-tenant conversation disclosure and eviction or interleaving of another tenant's history. This issue is fixed in Python SDK 2.0.18 and TypeScript SDK 3.1.6.
cve:CVE-2026-116575
mem0
Fixed versions: Not specified
Complete source record
{
"id": "3c8d1449eedc0b95a6ccc6abf32625e3c79b64ef3394f8970ed66d0df6363e4a",
"url": "https://www.cve.org/CVERecord?id=CVE-2026-116575",
"method": "structured",
"payload": {
"kind": "advisory",
"title": "Mem0: Cross-tenant conversation leak via unescaped delimiter collision in session-scope key (_build_session_scope)",
"summary": "Mem0 provides persistent memory infrastructure for AI agents and applications. Prior to Python SDK 2.0.18 and TypeScript SDK 3.1.6, _build_session_scope() in mem0/memory/main.py and Memory.buildSessionScope() in the TypeScript SDK join caller-controlled user_id, agent_id, and run_id values using unescaped & and = delimiters. A caller can embed another scope component in a controlled identifier so that distinct tenant tuples produce the same session_scope key. Memory.add(), AsyncMemory.add(), and the REST POST /memories flow use that key to read and save recent raw messages, allowing cross-tenant conversation disclosure and eviction or interleaving of another tenant's history. This issue is fixed in Python SDK 2.0.18 and TypeScript SDK 3.1.6.",
"evidence": "cve:CVE-2026-116575",
"products": [
{
"name": {
"value": "mem0",
"evidence": "/containers/cna/affected/0/product"
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"prerequisites": [],
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"severity": "medium",
"structured": {
"id": "CVE-2026-116575",
"aliases": [
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"metrics": [
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"version": "3.1",
"baseScore": 6.3,
"attackVector": "LOCAL",
"baseSeverity": "MEDIUM",
"vectorString": "CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:N",
"integrityImpact": "HIGH",
"userInteraction": "NONE",
"attackComplexity": "HIGH",
"availabilityImpact": "NONE",
"privilegesRequired": "LOW",
"confidentialityImpact": "HIGH"
}
}
],
"affected": [
{
"vendor": "mem0ai",
"product": "mem0",
"versions": [
{
"status": "affected",
"version": "< 2.0.18"
}
]
}
],
"modified": "2026-10-27T14:18:25.039Z",
"provider": "cve",
"references": [
"https://github.com/mem0ai/mem0/security/advisories/GHSA-5324-3w58-qpp2",
"https://github.com/mem0ai/mem0/pull/6892",
"https://github.com/mem0ai/mem0/commit/71f2ebefa3494da21550fb525216818776cde67f",
"https://github.com/mem0ai/mem0/releases/tag/ts-v3.1.6",
"https://github.com/mem0ai/mem0/releases/tag/v2.0.18"
],
"provider_metadata": {
"adp": [
{
"title": "CISA ADP Vulnrichment",
"metrics": [
{
"other": {
"type": "ssvc",
"content": {
"id": "CVE-2026-116575",
"role": "CISA Coordinator",
"options": [
{
"Exploitation": "none"
},
{
"Automatable": "no"
},
{
"Technical Impact": "total"
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],
"version": "2.0.3",
"timestamp": "2026-10-27T13:45:14.377647Z"
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"providerMetadata": {
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],
"cna": {
"orgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
"shortName": "GitHub_M",
"dateUpdated": "2026-10-26T20:15:01.875Z"
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},
"related_cves": [
{
"value": "CVE-2026-116575",
"evidence": "/cveMetadata/cveId"
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],
"security_relevant": true,
"severity_evidence": "/containers/cna/metrics"
},
"source_id": "core-cve",
"document_id": 392641,
"published_at": "2026-10-26T20:15:01.875+00:00"
}