PYSEC-2026-2636 mem0ai mem0 has an Improper Input Validation Issue

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

actbench (=0.0.1a5), agenticos (>=0.0.1 <=0.0.3.155020) +46 more potentially affected by CVE-2026-31245 via mem0ai (>=0.0.20 <=0.1.93)

mem0ai PYPI version =0.0.20, =0.0.1, =1.1.0, =1.1.0, =0.1.41, =1.0.4, =0.61.0, =0.13.0, =0.1.108, =0.1.117, =0.1.120a1, =0.1.120, =0.1.3, =0.1.0, =0.2.1 and more Source cves: CVE-2026-31245 Source advisory: OSV:GHSA-CGX8-QGVR-F7VF...

actbench (=0.0.1a5), agenticos (>=0.0.1 <=0.0.3.155020) +46 more potentially affected by CVE-2026-31241 via mem0ai (>=0.0.20 <=0.1.93)

mem0ai PYPI version =0.0.20, =0.0.1, =1.1.0, =1.1.0, =0.1.41, =1.0.4, =0.61.0, =0.13.0, =0.1.108, =0.1.117, =0.1.120a1, =0.1.120, =0.1.3, =0.1.0, =0.2.1 and more Source cves: CVE-2026-31241 Source advisory: OSV:GHSA-GQ6F-QWV9-RF4J...

actbench (=0.0.1a5), agenticos (>=0.0.1 <=0.0.3.155020) +46 more potentially affected by CVE-2026-31240 via mem0ai (>=0.0.20 <=0.1.93)

mem0ai PYPI version =0.0.20, =0.0.1, =1.1.0, =1.1.0, =0.1.41, =1.0.4, =0.61.0, =0.13.0, =0.1.108, =0.1.117, =0.1.120a1, =0.1.120, =0.1.3, =0.1.0, =0.2.1 and more Source cves: CVE-2026-31240 Source advisory: OSV:GHSA-JFV9-68M5-GJJR...

actbench (=0.0.1a5), agent-framework-mem0 (>=1.0.0b260319 <=1.0.0b260609) +50 more potentially affected by CVE-2026-7597 via mem0ai (>=0.0.20 <=1.0.11)

mem0ai PYPI version =0.0.20, =1.0.0b260319, =0.0.1, =1.1.0, =1.1.0, =0.1.41, =1.0.4, =0.61.0, =0.13.0, =0.1.108, =0.1.117, =0.1.120a1, =0.1.120, =0.1.0, =0.1.1 - faq-rai-sdk =0.1.4 and more Source cves: CVE-2026-7597 Source advisory: OSV:GHSA-XQXW-R767-67M7...

GHSA-XQXW-R767-67M7 mem0ai mem0 has an Improper Input Validation Issue

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

Deserialization of Untrusted Data

Overview mem0ai is a Long-term memory for AI Agents Affected versions of this package are vulnerable to Deserialization of Untrusted Data via the pickle.load or pickle.dump functions in the mem0/vectorstores/faiss.py file. An attacker can execute arbitrary code by providing crafted input to these...

mem0ai mem0 has an Improper Input Validation Issue

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

CVE-2026-7597

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

CVE-2026-7597

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

CVE-2026-7597 mem0ai mem0 faiss.py pickle.dump deserialization

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

CVE-2026-7597 mem0ai mem0 faiss.py pickle.dump deserialization

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

EUVD-2026-26721

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vectorstores/faiss.py. Performing a manipulation results in deserialization. It is possible to initiate the attack remotely. The exploit has been made public and could be used...

CVE-2026-7597

The CVE-2026-7597 vulnerability affects mem0ai mem0 up to version 1.0.11, specifically the pickle.load/pickle.dump path in mem0/vector_stores/faiss.py. An attacker can trigger deserialization remotely via manipulation of pickle operations. Public exploit details exist per the sources. The patch i...

PT-2026-36549

Name of the Vulnerable Software and Affected Versions mem0ai mem0 versions prior to 1.0.12 Description An unsafe deserialization issue exists in the pickle.load and pickle.dump functions within the mem0/vector stores/faiss.py file. This allows a remote attacker to perform a manipulation that...

aad-fastapi (>=1.0.0 <=1.1.2), aad-fastapi-dl37 (>=1.0.0 <=1.0.3) +283 more potentially affected by CVE-2026-27962 via authlib (>=0.10.0 <=1.6.8)

authlib PYPI version =0.10.0, =1.0.0, =1.0.0, =0.0.1, =1.0.2, =1.0.2, =1.2.0a20250730, =1.1.0, =1.2.0a20250730, =0.4.0, =0.1.0, =0.5.0, =0.1.0a1, =1.2.0, =1.2.0a20250730, =1.2.0a20250730, =1.2.0rc4 and more Source cves: CVE-2026-27962 Source advisory: OSV:GHSA-WVWJ-CVRP-7PV5...

aad-fastapi-dl37 (>=1.0.0 <=1.0.2), agentiq (>=1.2.0a20250730 <=1.2.0rc4) +209 more potentially affected by CVE-2025-59420 via authlib (>=1.0.0 <=1.6.3)

authlib PYPI version =1.0.0, =1.0.0, =1.2.0a20250730, =1.1.0, =1.2.0a20250730, =0.4.0, =0.1.0, =0.1.0a1, =1.2.0, =1.2.0a20250730, =1.2.0a20250730, =1.2.0a20250730, =1.2.0, =1.2.0a20250730, =1.2.0a20250730, =1.2.0a20250730, =1.2.0rc4 and more Source cves: CVE-2025-59420 Source advisory:...