Cyber Resilience

CVE-2024-6396

Aimstack Aim 3.19.3

Public PoCHigh EPSS
Published
12 July 2024
Modified
23 July 2025
CVSS Score v3 9.8
Click a component to see what it means
Raw vectorCVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
EPSS Score 0.53 99th percentile
Risk Priority 97 floored blend · peak EPSS

Summary

CVE-2024-6396 is a critical-severity Path Traversal: '\..\filename' (CWE-29) vulnerability in Aimstack Aim. Its CVSS base score is 9.8 (Critical).

Operationally, exploitation aligns with the MITRE ATT&CK technique Exploit Public-Facing Application (T1190); ranked in the top 1% of CVEs by exploit likelihood; it is not currently listed in the CISA KEV catalog; a public proof-of-concept is referenced.

This vulnerability is AI-related — categorised as Other AI Platforms; in the Privacy and Disclosure risk domain.

The strongest mitigations our analysis identified map to SI-10 (Information Input Validation) and AC-3 (Access Enforcement) — see the control section below for these in your framework.

Deeper analysis AI-assisted summary

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

A vulnerability exists in the `_backup_run` function of aimhubio/aim version 3.19.3. It stems from improper handling of the `run_hash` and `repo.path` parameters, enabling path traversal that permits writing to arbitrary file locations on the server. The issue is tracked as CWE-29 and carries a CVSS 3.0 score of 9.8.

Unauthenticated remote attackers can supply crafted values to these parameters, allowing them to overwrite any file on the host, exfiltrate arbitrary data, cause denial of service through critical file replacement, and potentially achieve remote code execution.

The referenced Huntr bounty report details the flaw but does not describe available patches or specific mitigation steps in the supplied information. The associated EPSS score stands at 0.8870 with a recorded peak of 0.9099, indicating sustained exploitation interest since disclosure.

EU & UK References

Vulnerability Data

A vulnerability in the `_backup_run` function in aimhubio/aim version 3.19.3 allows remote attackers to overwrite any file on the host server and exfiltrate arbitrary data. The vulnerability arises due to improper handling of the `run_hash` and `repo.path` parameters, which can…

more

be manipulated to create and write to arbitrary file paths. This can lead to denial of service by overwriting critical system files, loss of private data, and potential remote code execution.

CWE(s)

AI Security AnalysisAI

AI Category
Other AI Platforms
Risk Domain
Privacy and Disclosure
OWASP Top 10 for LLMs 2025
None mapped
Classification Reason
Aim (aimhubio/aim) is an open-source platform for tracking, visualizing, and managing machine learning experiments, fitting under 'Other Platforms' as an ML experiment tracking tool.

Related Threats

MITRE ATT&CK Enterprise Techniques

T1190 Exploit Public-Facing Application Initial Access
Adversaries may attempt to exploit a weakness in an Internet-facing host or system to initially access a network.
T1005 Data from Local System Collection
Adversaries may search local system sources, such as file systems, configuration files, local databases, virtual machine files, or process memory, to find files of interest and sensitive data prior to Exfiltration.
T1083 File and Directory Discovery Discovery
Adversaries may enumerate files and directories or may search in specific locations of a host or network share for certain information within a file system.
T1552 Unsecured Credentials Credential Access
Adversaries may search compromised systems to find and obtain insecurely stored credentials.
Derived from this CVE’s CWE(s) via the direct CWE→ATT&CK cross-walk.

CVEs Like This One

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CVE-2024-6483Same product: Aimstack Aim
CVE-2024-7760Same product: Aimstack Aim
CVE-2024-6851Same product: Aimstack Aim
CVE-2024-8769Same product: Aimstack Aim
CVE-2025-51463Same product: Aimstack Aim
CVE-2024-8101Same product: Aimstack Aim
CVE-2024-8863Same product: Aimstack Aim

Affected Assets

aimstack
aim
3.19.3

Mitigating Controls

Mitigating Controls (NIST 800-53 r5) AI

Input validation directly neutralizes the '\..\filename' sequence before pathname resolution occurs.

Access enforcement denies requests that resolve outside the intended directory even when the traversal sequence is present.

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-06 mostly match
prevents

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

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.

finds

Security testing can discover path-traversal flaws but does not itself prevent them in production code.

prevents

Application security requirements can mandate input validation and path canonicalization to block traversal sequences.

prevents

Secure architecture principles include directory sandboxing and safe file-access design that mitigate path traversal.

prevents

Secure coding standards directly require neutralizing path traversal sequences such as '\..\filename'.

References