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TI-2024-04355 Aliases CVE-2024-4680GHSA-99hm-86h7-gr3g

Insufficient Session Expiration in zenml-io/zenml

Priority HIGH 71CWE-613Published · Updated

Key facts

Attack vector
Network
Privileges required
None
User interaction
Required
Attack complexity
Low
Impact type
Security bypass
Confidentiality · integrity · availability
High · High · High
Fix status
No fix listed

Attack profile from CVSS 3.1 · NVD. Fix status from CNA and GitHub. Impact type from CWE-613.

Summary

A vulnerability in zenml-io/zenml version 0.56.3 allows attackers to reuse old session credentials or session IDs due to insufficient session expiration. Specifically, the session does not expire after a password change, enabling an attacker to maintain access to a compromised account without the victim's ability to revoke this access. This issue was observed in a self-hosted ZenML deployment via Docker, where after changing the password from one browser, the session remained active and usable in another browser without requiring re-authentication.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00408 35th percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by NVD
Fix No fix listed No fixed version in the sources yet

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Partial

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
zenml-iozenml-io/zenmlup to latest—No fix listedCNA
—zenml (PyPI)up to 0.56.3—No fix listedGHSA-99hm-86h7-gr3g
  • zenml-io/zenml Vendorzenml-io Affected up to latest Fixed in — No fix listed CNA
  • zenml (PyPI) Vendor— Affected up to 0.56.3 Fixed in — No fix listed GHSA-99hm-86h7-gr3g

CPE configurations NVD · 1

CPEVersionsRoleVendor
cpe:2.3:a:zenml:zenml:0.56.3:*:*:*:*:*:*:*0.56.3Vulnerablezenml-io
  • cpe:2.3:a:zenml:zenml:0.56.3:*:*:*:*:*:*:* Versions 0.56.3 Vulnerable ·zenml-io

Remediation

No fixed version listed by the sources yet.

Timeline

  1. 2026-10-02 Threatist record created from CVE-2024-4680
  2. 2026-10-03 Alias added: GHSA-99hm-86h7-gr3g

References

Exploit 1

Advisory 1

Other 1

  • TI-2024-16924 ZenML Server in the ZenML machine learning package before 0.46.7 for Python allows remote… CVSS 3.1HIGH 8.8
  • TI-2024-01939 Directory Traversal in zenml-io/zenml CVSS 3.1CRITICAL 9.9
  • TI-2024-08664 Denial of Service (DoS) via Multipart Boundary in zenml-io/zenml CVSS 3.0HIGH 7.5
  • TI-2025-07692 Path Traversal in zenml-io/zenml CVSS 3.1HIGH 7.8
  • TI-2024-01894 Improper Authorization in zenml-io/zenml CVSS 3.1MEDIUM 6.5
  • TI-2024-04702 Reflected XSS through survey redirect parameter in zenml-io/zenml CVSS 3.1MEDIUM 6.1
See all 13 →

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences