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PyPA
PyPA
•added 2026/07/07 2:34 p.m.•26 views

LangChain pickle deserialization of untrusted data

A vulnerability in the FAISS.deserializefrombytes function of langchain-ai/langchain allows for pickle deserialization of untrusted data. This can lead to the execution of arbitrary commands via the os.system function. The issue affects versions prior to 0.2.4...

8.4CVSS5.9AI score0.00361EPSS
SaveExploits1References7Affected Software1
osv_pysec
osv_pysec
•added 2026/07/07 2:34 p.m.•25 views

PYSEC-2026-1514 LangChain pickle deserialization of untrusted data

A vulnerability in the FAISS.deserializefrombytes function of langchain-ai/langchain allows for pickle deserialization of untrusted data. This can lead to the execution of arbitrary commands via the os.system function. The issue affects versions prior to 0.2.4...

8.4CVSS5.9AI score0.00361EPSS
SaveExploits1References7
vulnersOsv
vulnersOsv
•added 2026/06/22 7:17 p.m.•2 views

aiagentgraph (>=0.0.1, <=0.0.4a1), cvscout (1.0.0) +7 more potentially affected by CVE-2026-55443 via langchain (0.2.0)

langchain PYPI version 0.2.0 is affected by a known vulnerability. The following packages have a transitive dependency on langchain and may be impacted: - aiagentgraph =0.0.1, =0.0.1, =1.5.2.dev14, =0.2.0, =0.3.4, =1.0.3, =1.0.4 Source cves: CVE-2026-55443 Source advisory: OSV:PYSEC-2026-2192...

5.5CVSS5.8AI score0.0021EPSS
SaveExploits0
RedhatCVE
RedhatCVE
•added 2026/06/05 7:21 p.m.•28 views

CVE-2026-3357

IBM Langflow Desktop 1.6.0 through 1.8.2 Langflow could allow an authenticated user to execute arbitrary code on the system, caused by an insecure default setting which permits the deserialization of untrusted data in the FAISS component...

8.8CVSS8.3AI score0.00652EPSS
SaveExploits0References1
Snyk
Snyk
•added 2026/05/02 12:31 a.m.•19 views

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...

6.5CVSS7AI score0.00431EPSS
SaveExploits0References2
attackerkb
attackerkb
•added 2026/05/01 9:15 p.m.•13 views

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...

6.5CVSS5.8AI score0.00431EPSS
SaveExploits0References7Affected Software1
osv_cve
osv_cve
•added 2026/05/01 9:15 p.m.•23 views

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...

5.3CVSS5.2AI score
SaveExploits0References9
Cvelist
Cvelist
•added 2026/05/01 9:15 p.m.•55 views

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...

6.5CVSS0.00431EPSS
SaveExploits0References7
Vulnrichment
Vulnrichment
•added 2026/05/01 9:15 p.m.•16 views

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...

6.5CVSS5.8AI score0.00431EPSS
SaveExploits0References7
EUVD
EUVD
•added 2026/05/01 9:15 p.m.•23 views

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...

6.5CVSS5.8AI score0.00431EPSS
SaveExploits0References7
CVE
CVE
•added 2026/05/01 9:15 p.m.•73 views

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...

6.5CVSS5.8AI score0.00431EPSS
SaveExploits0References7
Positive Technologies
Positive Technologies
•added 2026/05/01 12:00 a.m.•48 views

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...

6.5CVSS6.5AI score0.00431EPSS
SaveExploits0References18
CNNVD
CNNVD
•added 2026/05/01 12:00 a.m.•42 views

mem0 输入验证错误漏洞

mem0 is an efficient memory algorithm benchmarking tool open-sourced by Mem0. An input validation error vulnerability exists in mem0 1.0.11 and earlier versions, which stems from improper manipulation of the pickle.load/pickle.dump functions in the mem0/vectorstores/faiss.py file, which could lea...

6.5CVSS6.5AI score0.00431EPSS
SaveExploits0References2
Snyk
Snyk
•added 2026/04/16 9:22 p.m.•14 views

Directory Traversal

Overview flowise-components is a Flowiseai Components Affected versions of this package are vulnerable to Directory Traversal via the vector store path handling in Faiss.ts and SimpleStore.ts. An attacker can read from or write to unintended filesystem locations by supplying a crafted basePath wh...

7.1CVSS6.4AI score
SaveExploits0References2
Github Security Blog
Github Security Blog
•added 2026/04/16 9:22 p.m.•20 views

Flowise: Path Traversal in Vector Store basePath

Summary The Faiss and SimpleStore LlamaIndex vector store implementations accept a basePath parameter from user-controlled input and pass it directly to filesystem write operations without any sanitization. An authenticated attacker can exploit this to write vector store data to arbitrary locatio...

6AI score
SaveExploits0References2Affected Software2
osv_ghsa
osv_ghsa
•added 2026/04/16 9:22 p.m.•29 views

GHSA-W6V6-49GH-MC9W Flowise: Path Traversal in Vector Store basePath

Summary The Faiss and SimpleStore LlamaIndex vector store implementations accept a basePath parameter from user-controlled input and pass it directly to filesystem write operations without any sanitization. An authenticated attacker can exploit this to write vector store data to arbitrary locatio...

4.9CVSS6AI score0.005EPSS
SaveExploits0References2
Positive Technologies
Positive Technologies
•added 2026/04/16 12:00 a.m.•6 views

PT-2026-35325

Summary The Faiss and SimpleStore LlamaIndex vector store implementations accept a basePath parameter from user-controlled input and pass it directly to filesystem write operations without any sanitization. An authenticated attacker can exploit this to write vector store data to arbitrary locatio...

4.9CVSS6.1AI score
SaveExploits0References3
NVD
NVD
•added 2026/04/08 1:16 a.m.•27 views

CVE-2026-3357

IBM Langflow Desktop 1.6.0 through 1.8.2 Langflow could allow an authenticated user to execute arbitrary code on the system, caused by an insecure default setting which permits the deserialization of untrusted data in the FAISS component...

8.8CVSS0.00652EPSS
SaveExploits0References1
osv_cve
osv_cve
•added 2026/04/08 1:16 a.m.•21 views

CVE-2026-3357

IBM Langflow Desktop 1.6.0 through 1.8.2 Langflow could allow an authenticated user to execute arbitrary code on the system, caused by an insecure default setting which permits the deserialization of untrusted data in the FAISS component...

8.8CVSS6.4AI score
SaveExploits0References1
Cvelist
Cvelist
•added 2026/04/08 12:19 a.m.•42 views

CVE-2026-3357 IBM Langflow Desktop FAISS Vector Store Remote Code Execution via malicious Pickle file

IBM Langflow Desktop 1.6.0 through 1.8.2 Langflow could allow an authenticated user to execute arbitrary code on the system, caused by an insecure default setting which permits the deserialization of untrusted data in the FAISS component...

8.8CVSS0.00652EPSS
SaveExploits0References1
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