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CVE-2024-4311

17
FAUCET Score

CVE-2024-4311 affects zenml-io/zenml version 0.56.4, allowing for account takeover due to a missing rate-limit on the password change function. An attacker can brute-force the current password via the '/api/v1/current-user' endpoint, leading to unauthorized password changes and account compromise. This vulnerability has a CVSS score of 5.4 (Medium), indicating a network-based attack with high attack complexity and low privileges required, potentially impacting confidentiality and availability. There is currently no evidence of active exploitation, public exploit code (Metasploit, Nuclei, ExploitDB), or significant community discussion or media coverage.

Impacted Technologies

VendorProductVersion(s)CPE
0.56.4CPE matchmatch criteria
cpe:2.3:a:zenml:zenml:0.56.4:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.0

5.4MEDIUM

CVSS:3.0/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H

Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
LOW
Integrity Impact
NONE
Availability Impact
HIGH
Exploitability Score
1.2
Impact Score
4.2
CvssVersion
3.0

Exploit Intelligence

EPSS Score
0.46%
Probability of exploitation in next 30 days
EPSS Percentile
37.2%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0046 is in the 62nd percentile among its peer group of 144 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.0 Mastodon, and 0.1 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.1 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (2)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: zenmlFixed in: 0.57.0rc2

Vendor Advisories (1)

pipGHSA-j3vq-pmp5-r5xjmedium

Missing ratelimit on passwrod resets in zenml

Nov 14, 2024

References

github.com / zenml-io/zenml/commit/87a6c2c8f45b49ea83fbb5fe8fff7ab5365a60c9
Patch
huntr.com / bounties/d5517e1a-6b94-4e38-aad6-3aa65f98bec2
ExploitThird Party Advisory