CVE-2024-24595
Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
Attack profile
How easy it is to exploit
- Attack vector
- Local
- Complexity
- Low
- Privileges needed
- High
- User interaction
- None
What an attacker can affect
- Confidentiality
- High
- Integrity
- High
- Availability
- None
Exploit likelihood
What each source reports
CVE List Score used
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
CVE-2024-24595- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - Weakness
- CWE-522
- Updated
- 2026-11-02
EUVDEUVD-2024-0645
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
EUVD-2024-0645- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - Updated
- 2026-11-02
GitHub AdvisoriesGHSA-gvqv-h7hh-6fcc
Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
GHSA-gvqv-h7hh-6fcc- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - Weakness
- CWE-312, CWE-522
- Updated
- 2026-11-02
NVD
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
CVE-2024-24595- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - CVSS 3.1
- 7.1 High
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N - Weakness
- CWE-522
- Updated
- 2026-11-02
OSV
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
CVE-2024-24595- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - Weakness
- CWE-522
- Updated
- 2026-11-02
OSVGHSA-gvqv-h7hh-6fcc
Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
GHSA-gvqv-h7hh-6fcc- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - Weakness
- CWE-312, CWE-522
- Updated
- 2026-11-02
OSVPYSEC-2026-1257
Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance
Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.
- Record
PYSEC-2026-1257- CVSS 3.1
- 6.0 Medium
CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N - Updated
- 2026-11-02
Affected products
Affected packages
| Package | Affected | Fixed |
|---|---|---|
clearmlPyPI |
through 1.14.2 | None known |
clearmlPyPI |
through 1.14.2, plus listed versions 0.17.00.17.10.17.20.17.30.17.4 Show 45 moreShow less0.17.50.17.5rc00.17.5rc10.17.5rc20.17.5rc30.17.5rc40.17.5rc50.17.5rc60.17.6rc11.0.01.0.11.0.21.0.2rc01.0.31.0.3rc01.0.3rc11.0.41.0.4rc01.0.4rc11.0.51.0.6rc11.0.6rc21.1.01.1.11.1.21.1.2rc01.1.31.1.3rc01.1.41.1.4rc01.1.51.1.5rc01.1.5rc11.1.5rc21.1.5rc31.1.5rc41.1.5rc51.1.5rc61.1.5rc71.1.61.1.6rc01.10.01.10.0rc01.10.11.10.2 |
None known |
History
| Recorded | Changed | Sources |
|---|---|---|
| first indexed | CVE List, EUVD, GitHub Advisories, NVD, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2024-24595 is a medium vulnerability (CVSS 6.0) in Allegro.ai Clearml, published February 5, 2024. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.26%, the 17th percentile. No source names a fixed version.
References
hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain
nvd.nist.gov/vuln/detail/CVE-2024-24595
github.com/advisories/GHSA-gvqv-h7hh-6fcc
pypi.org/project/clearml
Left out here: 97 versions. The JSON record has them.