CVE-2024-4311
Lack of login attempt rate-limiting in zenml-io/zenml
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.
Attack profile
How easy it is to exploit
- Attack vector
- Network
- Complexity
- High
- Privileges needed
- Low
- User interaction
- Required
What an attacker can affect
- Confidentiality
- Low
- Integrity
- None
- Availability
- High
Exploit likelihood
What each source reports
CVE List
5.4
Lack of login attempt rate-limiting in zenml-io/zenml
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.
- Record
CVE-2024-4311- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - CVSS 3.0
- 5.4 Medium
CVSS:3.0/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Weakness
- CWE-770
- Updated
- 2026-11-02
EUVDEUVD-2024-3270
5.4
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.
- Record
EUVD-2024-3270- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Updated
- 2026-11-03
GitHub AdvisoriesGHSA-j3vq-pmp5-r5xj
5.4
Missing ratelimit on passwrod resets in zenml
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.
- Record
GHSA-j3vq-pmp5-r5xj- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Weakness
- CWE-770
- Updated
- 2026-11-02
NVD
5.4
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.
- Record
CVE-2024-4311- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - CVSS 3.0
- 5.4 Medium
CVSS:3.0/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Weakness
- CWE-770
- Updated
- 2026-11-02
OSV
5.4
Lack of login attempt rate-limiting in zenml-io/zenml
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.
- Record
CVE-2024-4311- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Weakness
- CWE-770
- Updated
- 2026-11-02
OSVGHSA-j3vq-pmp5-r5xj
5.4
Missing ratelimit on passwrod resets in zenml
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.
- Record
GHSA-j3vq-pmp5-r5xj- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Weakness
- CWE-770
- Updated
- 2026-11-02
OSVPYSEC-2026-2070
5.4
Missing ratelimit on passwrod resets in zenml
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.
- Record
PYSEC-2026-2070- CVSS 3.1
- 5.4 Medium
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H - Updated
- 2026-11-02
Affected products
Affected packages
| Package | Affected | Fixed |
|---|---|---|
zenmlPyPI |
before 0.57.0rc2 | 0.57.0rc2 |
zenmlPyPI |
before 0.57.0rc2, plus listed versions 0.0.1rc10.0.1rc20.1.00.1.10.1.2 Show 45 moreShow less0.1.30.1.3rc00.1.40.1.50.10.00.11.00.12.00.13.00.13.10.13.20.2.00.2.0rc10.2.0rc20.20.00.20.0rc10.20.10.20.20.20.30.20.40.20.50.21.00.21.10.22.00.23.00.3.10.3.1rc00.3.20.3.30.3.3rc00.3.40.3.4rc00.3.50.3.5rc00.3.60.3.6.10.3.6rc00.3.70.3.7.1rc00.3.7.1rc10.3.7.1rc30.3.7.1rc40.3.7rc00.3.80.3.9rc10.3.9rc2 |
0.57.0rc2 |
History
| Recorded | Changed | Sources |
|---|---|---|
| aliases, published | EUVD | |
| first indexed | CVE List, GitHub Advisories, NVD, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2024-4311 is a medium vulnerability (CVSS 5.4) in Zenml, published November 14, 2024. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.51%, the 43rd percentile. Fixed in zenml 0.57.0rc2.
References
huntr.com/bounties/d5517e1a-6b94-4e38-aad6-3aa65f98bec2
github.com/zenml-io/zenml/commit/87a6c2c8f45b49ea83fbb5fe8fff7ab5365a60c9
nvd.nist.gov/vuln/detail/CVE-2024-4311
github.com/advisories/GHSA-j3vq-pmp5-r5xj
github.com/CVEProject/cvelistV5/tree/main/cves/2024/4xxx/CVE-2024-4311.json
github.com/zenml-io/zenml
pypi.org/project/zenml
Left out here: 85 versions. The JSON record has them.