CVE-2024-4311 json
Lack of login attempt rate-limiting in zenml-io/zenml
published 2024-11-14 23 mo ago modified 2026-07-07 4 mo ago also GHSA-j3vq-pmp5-r5xj , PYSEC-2026-2070 , EUVD-2024-3270
- cvss
- 5.4
- version 3.0, CNA
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- 0.5%
- EPSS 0.5% chance of exploitation in 30 days, percentile 43%
- public exploits
- 0
- none known
Summary
zenml-io/zenml version 0.56.4 is vulnerable to an account takeover due to the lack of rate-limiting in the password change function. An attacker can brute-force the current password in the 'Update Password' function, allowing them to take over the user's account. This vulnerability is due to the absence of rate-limiting on the '/api/v1/current-user' endpoint, which does not restrict the number of attempts an attacker can make to guess the current password. Successful exploitation results in the attacker being able to change the password and take control of the account.
Patch / fix
- pypi zenml 0.57.0rc2
- zenml-io zenml-io/zenml 0.57.0
- zenmlio zenml 0.57.0
CISA SSVC
- Exploitation
- Proof of concept is public
- Automatable
- no
- Technical impact
- partial
- Assessed
- 23 mo ago
Exploit prediction
0.51% chance of exploitation in the next 30 days, higher than 43% of all scored CVEs (FIRST EPSS, 2026-11-08).
Exploits and checks
- huntr.com https://huntr.com/bounties/d5517e1a-6b94-4e38-aad6-3aa65f98bec2 referenced PoC, tagged "exploit" by a source, unverified
CVSS scores
| assigned by | version | score | vector |
|---|---|---|---|
| CNA | 3.0 | 5.4 | CVSS:3.0/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H |
| CISA ADP | 3.1 | 5.4 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H |
| CNA | 3.1 | 5.4 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H |
| OSV | 3.1 | 5.4 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H |
| GitHub | 3.1 | 5.4 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H |
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | zenml | <0.57.0rc2 |
0.57.0rc2 |
Affected products
- zenml-io zenml-io/zenml
- zenmlio zenml
Classification
- Weakness
-
- CWE-770 Allocation of Resources Without Limits or Throttling
References
-
github.com
/zenml-io/zenml/commit/87a6c2c8f45b49ea83fbb5fe8fff7ab5365a60c9
web, patch
-
huntr.com
/bounties/d5517e1a-6b94-4e38-aad6-3aa65f98bec2
web, exploit, third-party-advisory
-
nvd.nist.gov
/vuln/detail/CVE-2024-4311
advisory
-
github.com
/zenml-io/zenml
package
-
pypi.org
/project/zenml
package
-
github.com
/advisories/GHSA-j3vq-pmp5-r5xj
advisory
Sources
- CVE List CVE-2024-4311
- GitHub Advisory GHSA-j3vq-pmp5-r5xj
- NVD CVE-2024-4311
- OSV PYSEC-2026-2070
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