CVE-2026-7597

Exploitation

Public exploit code exists. CISA's assessment records a public proof of concept. That is not a report of exploitation in the wild.

SSVC decision

• ExploitationpocPublic proof-of-concept exploit code exists. Not a report of exploitation in the wild.
• AutomatablenoAt least one step from reconnaissance to exploitation cannot be reliably automated.
• Technical ImpactpartialSuccessful exploitation gives limited control of the vulnerable component.

CISA publishes the decision points, not a final SSVC decision. The decision also depends on mission and well-being impact, which is a property of your deployment rather than of the vulnerability.

EPSS probability

0.32% probability of exploitation activity in the next 30 days.

EPSS percentile

Ranks above 24.1% of scored records. A rank, not a probability.

NVD base score

2.1 (CVSS v4.0), scored by the NVD independently of the CNA.

NVD CVSS vector

CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X

NVD analysis status

Deferred. NVD last modified this record on 2026-06-17.

Red Hat severity

No Red Hat rating. Red Hat rates the CVEs that affect its products.

Exploit-prediction scores from FIRST. Independent scoring and analysis status from the NVD. Vendor severity from Red Hat. Exploitation assessment and catalog membership from CISA.

Published

2026-05-01 21:15Z4 MO AGO

Last updated

2026-05-05 19:45Z4 MO AGO

Reserved

2026-05-01

Assigning CNA

VulDB

Record state

PUBLISHED

Severity

Medium (CVSS 5.3)

CNA CVSS vector

CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P

Weaknesses

• CWE-20Improper Input ValidationClass
• CWE-502Deserialization of Untrusted DataBase

Data version

5.2

Document digest

53b5215fe68f8caedeca73a6f0bda641ece7ceab10dbbe02162917e252769ddf

• vuldb.comVDB-360550 | mem0ai mem0 faiss.py pickle.dump deserializationhttps://vuldb.com/vuln/360550vdb-entrytechnical-description
• vuldb.comVDB-360550 | CTI Indicators (IOB, IOC, IOA)https://vuldb.com/vuln/360550/ctisignaturepermissions-required
• vuldb.comSubmit #805562 | Mem0 <= v1.0.11 Unsafe Deserializationhttps://vuldb.com/submit/805562third-party-advisory
• github.comhttps://github.com/mem0ai/mem0/issues/3778exploitissue-tracking
• github.comhttps://github.com/mem0ai/mem0/pull/4833issue-trackingpatch
• github.comhttps://github.com/mem0ai/mem0/commit/62dca096f9236010ca15fea9ba369ba740b86b7apatch
• github.comhttps://github.com/mem0ai/mem0/product