Resource exhaustion in Zenml
CVE-2024-4311
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.
Published · last modified .
CVSS v3 metric
CVSS v3 base score 5.4 (Medium). Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H.
EPSS exploit prediction
EPSS: 0.005 (38.9th percentile), scored .
Very low probability of exploitation in the next 30 days; routine patching cadence is appropriate. 39th percentile — 38.9% of CVEs in the catalogue have a lower EPSS than this one. How to read EPSS.
EPSS over last 30 days · oldest: 0.005 · newest: 0.005 · change: 0.000
Affected products
- Zenml — versions 0.56.4
- Zenml-Io Zenml-Io/zenml — versions unspecified
Weakness classification (CWE)
References
- huntr.com/bounties/d5517e1a-6b94-4e38-aad6-3aa65f98bec2 (Exploit, Third Party Advisory)
- github.com/zenml-io/zenml/commit/87a6c2c8f45b49ea83fbb5fe8fff7ab5365a60c9 (Patch)
Frequently asked questions
- What is CVE-2024-4311?
- CVE-2024-4311 is a medium-severity vulnerability in Zenml, classified under Allocation of Resources Without Limits or Throttling. CVSS score: 5.4/10. Published 2024-11-14.
- How severe is CVE-2024-4311?
- Medium severity. CVSS v3 base score is 5.4 out of 10.