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CVE-2024-24595

20
FAUCET Score

CVE-2024-24595 describes a critical vulnerability in Allegro AI's open-source ClearML, where passwords are stored in plaintext within the MongoDB instance. This flaw allows an authenticated local attacker to compromise the server, leading to the leakage of all user emails and passwords. With a CVSS score of 7.1 (HIGH), this vulnerability has a low attack complexity and requires low privileges, but grants high confidentiality and integrity impacts. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
Range not provided by sourceCPE matchmatch criteria
cpe:2.3:a:clear:clearml:-:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

6.0MEDIUM

CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N

Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
HIGH
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
NONE
Exploitability Score
0.8
Impact Score
5.2
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.26%
Probability of exploitation in next 30 days
EPSS Percentile
17.1%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0026 is in the 51st percentile among its peer group of 16,994 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.2 Bluesky, 0.1 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Vendor Advisories (1)

pipGHSA-gvqv-h7hh-6fccmedium

Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance

Feb 6, 2024

References

hiddenlayer.com / research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain
Third Party Advisory