Aimstack: Security Vulnerabilities
A vulnerability in aimhubio/aim version 3.25.0 allows for a denial of service through the misuse of the sshfs-client. The tracking server, which is single-threaded, can be made unresponsive by requesting it to connect to an unresponsive socket via sshfs. The lack of an additional timeout setting in the sshfs-client causes the server to hang for a significant amount of time, preventing it from responding to other requests.
CVSS Score
5.9
EPSS Score
0.001
Published
2025-03-20
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 Score
7.5
EPSS Score
0.002
Published
2025-03-20
In version 3.23.0 of aimhubio/aim, the ScheduledStatusReporter object can be instantiated to run on the main thread of the tracking server, leading to the main thread being blocked indefinitely. This results in a denial of service as the tracking server becomes unable to respond to other requests.
CVSS Score
7.5
EPSS Score
0.002
Published
2025-03-20
A vulnerability, which was classified as problematic, was found in aimhubio aim up to 3.24. Affected is the function dangerouslySetInnerHTML of the file textbox.tsx of the component Text Explorer. The manipulation of the argument query leads to cross site scripting. It is possible to launch the attack remotely. The exploit has been disclosed to the public and may be used. The vendor was contacted early about this disclosure but did not respond in any way.
CVSS Score
3.5
EPSS Score
0.0
Published
2024-09-14
A stored cross-site scripting (XSS) vulnerability exists in aimhubio/aim version 3.19.3. The vulnerability arises from the improper neutralization of input during web page generation, specifically in the logs-tab for runs. The terminal output logs are displayed using the `dangerouslySetInnerHTML` function in React, which is susceptible to XSS attacks. An attacker can exploit this vulnerability by injecting malicious scripts into the logs, which will be executed when a user views the logs-tab.
CVSS Score
7.2
EPSS Score
0.001
Published
2024-07-29
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 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.
CVSS Score
9.8
EPSS Score
0.825
Published
2024-07-12
A vulnerability in aimhubio/aim version 3.19.3 allows an attacker to cause an infinite loop by configuring the remote tracking server to point at itself. This results in the server endlessly connecting to itself, rendering it unable to respond to other connections.
CVSS Score
7.5
EPSS Score
0.001
Published
2024-07-08
A critical Remote Code Execution (RCE) vulnerability was identified in the aimhubio/aim project, specifically within the `/api/runs/search/run/` endpoint, affecting versions >= 3.0.0. The vulnerability resides in the `run_search_api` function of the `aim/web/api/runs/views.py` file, where improper restriction of user access to the `RunView` object allows for the execution of arbitrary code via the `query` parameter. This issue enables attackers to execute arbitrary commands on the server, potentially leading to full system compromise.
CVSS Score
9.8
EPSS Score
0.063
Published
2024-04-10
aimhubio/aim is vulnerable to Cross-Site Request Forgery (CSRF), allowing attackers to perform actions such as deleting runs, updating data, and stealing data like log records and notes without the user's consent. The vulnerability stems from the lack of CSRF and CORS protection in the aim dashboard. An attacker can exploit this by tricking a user into executing a malicious script that sends unauthorized requests to the aim server, leading to potential data loss and unauthorized data manipulation.
CVSS Score
8.8
EPSS Score
0.005
Published
2024-04-10
Aim 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 attack. By manipulating variables that reference files with “dot-dot-slash (../)” sequences and its variations or by using absolute file paths, it may be possible to access arbitrary files and directories stored on file system including application source code or configuration and critical system files. The vulnerability issue is resolved in Aim v3.1.0.
CVSS Score
8.6
EPSS Score
0.006
Published
2021-11-23