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Vulnerability record · CVE-2024-12778 · published 20 March 2025

CVE-2024-12778: Aimstack aim allocation without limits vulnerability

Aimstack · Aim

A vulnerability in aimhubio/aim version 3.25.0 allows for a denial of service (DoS) attack. The issue arises when a large number of tracked metrics are retrieved simultaneously from the Aim web API, causing the web server to become unresponsive. The root cause is the lack of a limit on the number of metrics that can be requested per call, combined with the server's single-threaded nature, leading to excessive resource consumption and blocking of the server.

7.5 CVSS 3.0 High EPSS 0.78% · top 45.9% CWE-770 · Allocation without limits
7.5CVSS 3.0 base score
0.78%EPSS exploitation probability, 30 days
NoNot in CISA KEV
1Affected product versions listed by NVD
1References, 1 tagged exploit
17 Jun 2026Last modified by NVD

Description

A vulnerability in aimhubio/aim version 3.25.0 allows for a denial of service (DoS) attack. The issue arises when a large number of tracked metrics are retrieved simultaneously from the Aim web API, causing the web server to become unresponsive. The root cause is the lack of a limit on the number of metrics that can be requested per call, combined with the server's single-threaded nature, leading to excessive resource consumption and blocking of the server.

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

Affected products

1 vulnerable configurations from NVD's CPE data, grouped by vendor and product.

References

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Related vulnerabilities

Same products first, then exploited flaws of the same weakness class.

9.8CVE-2024-6396Aim _backup_run path traversal allows arbitrary file overwriteAim 3.19.3 mishandles the run_hash and repo.path parameters in the _backup_run function, letting a remote attacker build arbitrary file paths and wri…EPSS 53%analysed9.8CVE-2024-2195Aimstack aim code injection vulnerabilityA critical Remote Code Execution (RCE) vulnerability was identified in the aimhubio/aim project, specifically within the `/api/runs/search/run/` endp…EPSS 1.8%9.6CVE-2024-7760Aimstack aim cross-site request forgery vulnerabilityaimhubio/aim version 3.22.0 contains a Cross-Site Request Forgery (CSRF) vulnerability in the tracking server. The vulnerability is due to overly per…EPSS 0.52%9.1CVE-2024-8769Aimstack aim path traversal vulnerabilityA vulnerability in the `LockManager.release_locks` function in aimhubio/aim (commit bb76afe) allows for arbitrary file deletion through relative path…EPSS 0.91%9.1CVE-2024-6829Aimstack aim vulnerabilityA vulnerability in aimhubio/aim version 3.19.3 allows an attacker to exploit the `tarfile.extractall()` function to extract the contents of a malicio…EPSS 0.87%8.8CVE-2025-51464Aimstack aim cross-site scripting vulnerabilityCross-site Scripting (XSS) in aimhubio Aim 3.28.0 allows remote attackers to execute arbitrary JavaScript in victims browsers via malicious Python co…EPSS 0.61%8.8CVE-2024-2196Aimstack aim cross-site request forgery vulnerabilityaimhubio/aim is vulnerable to Cross-Site Request Forgery (CSRF), allowing attackers to perform actions such as deleting runs, updating data, and stea…EPSS 0.59%8.6CVE-2021-43775Aimstack aim path traversal vulnerabilityAim is an open-source, self-hosted machine learning experiment tracking tool. Versions of Aim prior to 3.1.0 are vulnerable to a path traversal attac…EPSS 1.9%

Source: NIST National Vulnerability Database (record CVE-2024-12778), CISA KEV, FIRST EPSS (scores of 2026-09-27). This page is refreshed as NVD updates the record.