Security Resilience

CVE-2023-1177

Path Traversal in Lfprojects Mlflow ≤ 2.2.1

Public PoCHigh EPSSPath Traversal
Published
24 March 2023
Modified
21 November 2024
Patch / advisory
CVSS Score v3.1 9.3
Click a component to see what it means
Raw vectorCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N
EPSS Score 0.70 99.4th percentile
Risk Priority 92 floored blend · peak EPSS

CVSS and EPSS are reproduced from their sources (NVD, FIRST EPSS). Risk Priority is our own derived reading, not an NVD score.

Summary

CVE-2023-1177 is a critical-severity Path Traversal: '\..\filename' (CWE-29) vulnerability in Lfprojects Mlflow. Its CVSS base score is 9.3 (Critical).

Operationally, exploitation aligns with the MITRE ATT&CK technique Data Obfuscation (T1001); ranked in the top 0.6% of CVEs by exploit likelihood; it is not currently listed in the CISA KEV catalog; a public proof-of-concept is referenced.

Deeper analysis AI-assisted summary

Synthesised by an AI model from the NVD description and linked references — a reading aid, not an authoritative source.

CVE-2023-1177 is a path traversal vulnerability, identified as CWE-22 and CWE-29, that affects the MLflow machine learning platform in the GitHub repository mlflow/mlflow prior to version 2.2.1. The flaw permits directory traversal sequences such as '\..\filename' and carries a CVSS 3.1 score of 9.3 reflecting network attack vector, low complexity, and no required privileges or user interaction.

An unauthenticated remote attacker can exploit the issue to read arbitrary files on the server, resulting in high confidentiality impact and limited integrity impact within the affected MLflow deployment. The vulnerability is exposed through the application's handling of file paths, enabling direct access to sensitive data outside intended directories.

References to the fixing commit 7162a50c654792c21f3e4a160eb1a0e6a34f6e6e and the associated huntr.dev report confirm that the issue was resolved by the MLflow 2.2.1 release; practitioners should upgrade immediately and validate that path-handling logic no longer accepts traversal sequences.

The EPSS score remains elevated at a current value of 0.9331 with a peak of 0.9333, indicating sustained exploitation interest after disclosure for this MLflow component.

OWASP Top 10 for Web (2025)

EU & UK References

Vulnerability Data

Path Traversal: '\..\filename' in GitHub repository mlflow/mlflow prior to 2.2.1.

CWE(s)

Related Threats

MITRE ATT&CK Enterprise Techniques

T1001 Data Obfuscation Command And Control
Adversaries may obfuscate command and control traffic to make it more difficult to detect.
T1001.001 Junk Data Command And Control
Adversaries may add junk data to protocols used for command and control to make detection more difficult.
T1003.001 LSASS Memory Credential Access
Adversaries may attempt to access credential material stored in the process memory of the Local Security Authority Subsystem Service (LSASS).
T1003.003 NTDS Credential Access
Adversaries may attempt to access or create a copy of the Active Directory domain database in order to steal credential information, as well as obtain other information about domain members such as devices, users, and access rights.
T1003.004 LSA Secrets Credential Access
Adversaries with SYSTEM access to a host may attempt to access Local Security Authority (LSA) secrets, which can contain a variety of different credential materials, such as credentials for service accounts.
T1003.005 Cached Domain Credentials Credential Access
Adversaries may attempt to access cached domain credentials used to allow authentication to occur in the event a domain controller is unavailable.
Derived from this CVE’s CWE(s) via the direct CWE→ATT&CK cross-walk.

CVEs Like This One

CVE-2025-15036Same product: Lfprojects Mlflow
CVE-2024-3573Same product: Lfprojects Mlflow
CVE-2024-2928Same product: Lfprojects Mlflow
CVE-2023-6831Same product: Lfprojects Mlflow
CVE-2024-3848Same product: Lfprojects Mlflow
CVE-2023-6015Same product: Lfprojects Mlflow
CVE-2024-1593Same product: Lfprojects Mlflow
CVE-2023-30172Same product: Lfprojects Mlflow
CVE-2024-1594Same product: Lfprojects Mlflow
CVE-2024-0520Same product: Lfprojects Mlflow

Affected Assets

lfprojects
mlflow
≤ 2.2.1

Mitigating Controls

Control response

Prevent
Stop it (NIST 800-53)

—

Detect
Catch it (NIST detect / respond)

—

Harden
Shrink the surface (DISA STIG)

—

Validate
Prove the fix (OWASP ASVS)
  • V5.3.2

Likely Mitigating Controls AI

Per-CVE control mapping for this CVE has not run yet; the list below is derived from the weakness types (CWEs) cited in the NVD entry.

addresses: CWE-22

Validates pathnames and filenames to prevent traversal outside intended directories.

Mitigating Controls (NIST CSF 2.0) AI

Derived directly from the weakness types (CWEs) cited in the NVD entry via our AI-authored CWE→CSF cross-walk (authority under review) — links open the control.

PR.PS-02 partial match
blocks

Patching/maintenance can remediate known path-traversal flaws in deployed software (partial prevention of exploitability) but does nothing to stop the coding defect from being introduced in the first place.

PR.PS-06 partial match
blocks

Secure SDLC practices directly require input validation and path sanitization that block this traversal vector.

PR.AA-05 none match
blocks

PR.AA-05 defines and reviews access policies but does not address code-level pathname neutralization, so neither direction prevents CWE-22.

Mitigating Controls (ISO/IEC 27001:2022 Annex A) AI

Derived directly from the weakness types (CWEs) cited in the NVD entry via our AI-authored CWE→ISO cross-walk (authority under review) — links open the control.

removes
removes
removes
removes
removes

References