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.
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.
In version 3.25.0 of aimhubio/aim, the tracking server is vulnerable to a denial of service attack. The server overrides the maximum size for websocket messages, allowing very large images to be tracked. This causes the server to become unresponsive to other requests while processing the large image, leading to a denial of service condition.
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 …
A vulnerability in the runs/delete-batch endpoint of aimhubio/aim version 3.19.3 allows for arbitrary file or directory deletion through path traversal. The endpoint does not mitigate path traversal when handling user-specified run-names, which are used to specify log/metadata files for deletion. This can be exploited to delete arbitrary files or directories, potentially causing denial of service or data loss.
In version 3.22.0 of aimhubio/aim, the LocalFileManager._cleanup function in the aim tracking server accepts a user-specified glob-pattern for deleting files. The function does not verify that the matched files are within the directory managed by LocalFileManager, allowing a maliciously crafted glob-pattern to lead to arbitrary file deletion.
In version 3.22.0 of aimhubio/aim, the AimQL query language uses an outdated version of the safer_getattr() function from RestrictedPython. This version does not protect against the str.format_map() method, allowing an attacker to leak server-side secrets or potentially gain unrestricted code execution. The vulnerability arises because str.format_map() can read arbitrary attributes of Python objects, enabling attackers to access sensitive variables such as os.environ. If an attacker can write files to a …
A vulnerability in aimhubio/aim version 3.19.3 allows an attacker to exploit the tarfile.extractall() function to extract the contents of a maliciously crafted tarfile to arbitrary locations on the host server. The attacker can control repo.path and run_hash to bypass directory existence checks and extract files to unintended locations, potentially overwriting critical files. This can lead to arbitrary data being written to arbitrary locations on the remote tracking server, which could …
In version 3.25.0 of aimhubio/aim, a denial of service vulnerability exists. By tracking a large number of Text objects and then querying them simultaneously through the web API, the Aim web server becomes unresponsive to other requests for an extended period while processing and returning these objects. This vulnerability can be exploited repeatedly, leading to a complete denial of service.
In version 3.23.0 of aimhubio/aim, certain methods that request data from external servers do not have set timeouts, causing the server to wait indefinitely for a response. This can lead to a denial of service, as the tracking server does not respond to other requests while waiting. The issue arises in the client used by the aim tracking server to communicate with external resources, specifically in the _run_read_instructions method and …
A vulnerability in the LockManager.release_locks function in aimhubio/aim (commit bb76afe) allows for arbitrary file deletion through relative path traversal. The run_hash parameter, which is user-controllable, is concatenated without normalization as part of a path used to specify file deletion. This vulnerability is exposed through the Repo._close_run() method, which is accessible via the tracking server instruction API. As a result, an attacker can exploit this to delete any arbitrary file on …
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 …
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 …
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.
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 …
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 …
A path traversal attack aims to access files and directories that are stored outside the web root folder. 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.