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CVE-2024-3848

55
FAUCET Score

CVE-2024-3848 is a high-severity path traversal vulnerability in mlflow/mlflow version 2.11.0, bypassing a previous fix (CVE-2023-6909). It allows attackers to read arbitrary files, including sensitive data like SSH and cloud keys, by manipulating artifact URLs with a '#' character to bypass validation and access the filesystem. Rated 7.5 HIGH on CVSS, this vulnerability has a low attack complexity and no user interaction required, leading to a high impact on confidentiality. While there is no evidence of active exploitation or Metasploit modules, a Nuclei template exists, and the vulnerability has a very high EPSS score, indicating a significant likelihood of future exploitation.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.12.1CPE matchmatch criteria
cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.0

7.5HIGH

CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
NONE
Availability Impact
NONE
Exploitability Score
3.9
Impact Score
3.6
CvssVersion
3.0

Exploit Intelligence

EPSS Score
43.28%
Probability of exploitation in next 30 days
EPSS Percentile
98.6%
Percentile rank of EPSS score among Peer Group
As of 2026-07-26
Model: v2026.06.15
Nuclei: CVE-2024-3848 · Feb 2, 2024
This CVE's current EPSS score of 0.4328 is in the 97th percentile among its peer group of 51,485 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.1 Mastodon, and 0.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.1 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (2)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: mlflowFixed in: 2.12.1

Vendor Advisories (1)

pipGHSA-rfqq-wq6w-72jmhigh

MLflow has a Local File Read/Path Traversal bypass

May 16, 2024

References

github.com / mlflow/mlflow/commit/f8d51e21523238280ebcfdb378612afd7844eca8
Patch
huntr.com / bounties/8d5aadaa-522f-4839-b41b-d7da362dd610
ExploitIssue TrackingThird Party Advisory