Aimstack: Security Vulnerabilities
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.
CVSS Score
7.5
EPSS Score
0.001
Published
2025-03-20
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.
CVSS Score
7.5
EPSS Score
0.001
Published
2025-03-20
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 the machine running the tracking server.
CVSS Score
9.1
EPSS Score
0.004
Published
2025-03-20
A stored cross-site scripting (XSS) vulnerability exists in the Text Explorer component of aimhubio/aim version 3.23.0. The vulnerability arises due to the use of `dangerouslySetInnerHTML` without proper sanitization, allowing arbitrary JavaScript execution when rendering tracked texts. This can be exploited by injecting malicious HTML content during the training process, which is then rendered unsanitized in the Text Explorer.
CVSS Score
7.2
EPSS Score
0.001
Published
2025-03-20
In version 3.22.0 of aimhubio/aim, the AimQL query language uses an outdated version of the safer_getattr() function from RestrictedPython.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 known location on the Aim server, they can use str.format_map() to load a malicious .dll/.so file into the Python interpreter, leading to unrestricted code execution.
CVSS Score
5.9
EPSS Score
0.001
Published
2025-03-20
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 similar calls without timeouts.
CVSS Score
7.5
EPSS Score
0.002
Published
2025-03-20
aimhubio/aim version 3.22.0 contains a Cross-Site Request Forgery (CSRF) vulnerability in the tracking server. The vulnerability is due to overly permissive CORS settings, allowing cross-origin requests from all origins. This enables CSRF attacks on all endpoints of the tracking server, which can be chained with other existing vulnerabilities such as remote code execution, denial of service, and arbitrary file read/write.
CVSS Score
7.4
EPSS Score
0.001
Published
2025-03-20
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.
CVSS Score
7.5
EPSS Score
0.002
Published
2025-03-20
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 be used for further attacks such as writing a new SSH key to the target server.
CVSS Score
9.1
EPSS Score
0.001
Published
2025-03-20
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.
CVSS Score
5.3
EPSS Score
0.003
Published
2025-03-20
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