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Vulnerabilities

CVE-2026-7597

Medium
CWE-20 — Weakness Type
Published: May 1, 2026  ·  Modified: May 4, 2026  ·  Source: NVD
CVSS v3
6.3
🔗 NVD Official
📄 Description (English)

A vulnerability was found in mem0ai mem0 up to 1.0.11. This affects the function pickle.load/pickle.dump of the file mem0/vector_stores/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. The patch is named 62dca096f9236010ca15fea9ba369ba740b86b7a. Applying a patch is the recommended action to fix this issue.

🤖 AI Executive Summary

A deserialization vulnerability exists in mem0ai mem0 versions up to 1.0.11 in the FAISS vector store component, allowing remote code execution through malicious pickle objects. The vulnerability affects the pickle.load/pickle.dump functions and has a public exploit available.

📄 Description (Arabic)

ثغرة في مكتبة mem0ai mem0 تسمح بفك تسلسل غير آمن لكائنات pickle في مكون متجه FAISS. يمكن للمهاجمين استغلال هذه الثغرة لتنفيذ أكواد عشوائية على الأنظمة المتأثرة عن بعد. الاستغلال متاح للعامة مما يزيد من خطورة الثغرة.

🤖 ملخص تنفيذي (AI)

ثغرة في مكتبة mem0ai mem0 إصدارات حتى 1.0.11 تسمح بتنفيذ أكواد بعيدة عبر كائنات pickle ضارة في مكون FAISS. الثغرة تؤثر على وظائف pickle.load/pickle.dump وهناك استغلال عام متاح.

🤖 AI Intelligence Analysis Analyzed: May 17, 2026 23:37
🇸🇦 Saudi Arabia Impact Assessment
Saudi Relevance: high
🏢 Affected Saudi Sectors
banking telecom energy government healthcare
🎯 MITRE ATT&CK Techniques
⚖️ Saudi Risk Score (AI)
7.0
/ 10.0
🔧 Remediation Steps (English)
Update mem0ai mem0 to version 1.0.12 or later immediately. Apply patch 62dca096f9236010ca15fea9ba369ba740b86b7a. Implement input validation for pickle objects and restrict deserialization to trusted sources only. Monitor for suspicious pickle file operations in production environments.
🔧 خطوات المعالجة (العربية)
قم بتحديث mem0ai mem0 إلى الإصدار 1.0.12 أو أحدث فوراً. طبق التصحيح 62dca096f9236010ca15fea9ba369ba740b86b7a. نفذ التحقق من صحة مدخلات كائنات pickle وقيد فك التسلسل للمصادر الموثوقة فقط. راقب العمليات المريبة لملفات pickle في بيئات الإنتاج.
📋 Regulatory Compliance Mapping
🟢 NCA ECC 2024
A.12.6.1 A.14.2.1 A.14.2.5
🔵 SAMA CSF
ID.BE-5 PR.DS-1 PR.DS-6
🟡 ISO 27001:2022
A.12.6.1 A.14.2.1 A.14.2.5
📊 CVSS Score
6.3
/ 10.0 — Medium
📊 CVSS Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
Attack VectorN — None / Network
Attack ComplexityL — Low / Local
Privileges RequiredL — Low / Local
User InteractionN — None / Network
ScopeU — Unchanged
ConfidentialityL — Low / Local
IntegrityL — Low / Local
AvailabilityL — Low / Local
📋 Quick Facts
Severity Medium
CVSS Score6.3
CWECWE-20
EPSS0.06%
Exploit No
Patch ✗ No
Published 2026-05-01
Source Feed nvd
🇸🇦 Saudi Risk Score
7.0
/ 10.0 — Saudi Risk
Priority: HIGH
🏷️ Tags
CWE-20
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