aim@3.28.0 vulnerabilities

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Denial of Service (DoS) due to missing timeouts in some of the methods.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to External Control of File Name or Path via the restore_run_backup function. An attacker can write arbitrary data to arbitrary locations on the host server by controlling repo.path and run_hash to bypass directory existence checks and extract files to unintended locations, potentially overwriting critical files.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Relative Path Traversal through the runs/delete-batch endpoint. An attacker can delete arbitrary files or directories, potentially causing denial of service or data loss when handling user-specified run-names.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Synchronous Access of Remote Resource without Timeout by using the option for connecting to an external filesystem via the sshfs-client. An attacker can cause the server to become unresponsive by initiating a connection to an unresponsive socket.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Directory Traversal via the LocalFileManager._cleanup function, by crafting a malicious glob-pattern that is not verified to be within the directory managed by LocalFileManager.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Denial of Service (DoS) by sending a large number of requests to retrieve tracked metrics simultaneously. This excessive load results in uncontrolled resource consumption due to the server's inability to limit the number of metrics requested per call and its single-threaded nature.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Access Control Bypass due to the use of an outdated safer_getattr function from RestrictedPython which fails to block the str.format_map method. An attacker can leak server-side secrets or execute arbitrary code by exploiting the ability of str.format_map to read arbitrary attributes of Python objects, thus accessing sensitive variables such as os.environ.

Note: This is only exploitable if an attacker can write files to a known location on the Aim server.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Directory Traversal in the LockManager.release_locks() function. An attacker can delete arbitrary files on the filesystem by passing an absolute path to the target file as the the run_hash parameter.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Denial of Service (DoS) through the tracking server. An attacker can cause the server to become unresponsive to other requests by sending very large images that exceed the maximum size for websocket messages.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Excessive Data Query Operations in a Large Data Table through the tracking and simultaneous querying of a large number of Text objects via the web API. An attacker can cause the Aim web server to become unresponsive to other requests for an extended period while processing and returning these objects, effectively leading to a complete denial of service by exploiting this behavior repeatedly.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Cross-site Scripting (XSS) due to its us of dangerouslySetInnerHTML in the textbox component of the web UI. An attacker can inject scripts which will be executed when a user accesses the text explorer feature.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Cross-site Scripting (XSS) through the dangerouslySetInnerHTML function. An attacker can exploit this vulnerability by injecting malicious scripts into the logs, which will be executed when a user views the logs-tab.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Arbitrary File Write via Archive Extraction through the manipulation of file paths. An attacker could remotely overwrite any file on the host server and to exfiltrate any data from the host server. This can be abused to cause denial of service by overwriting critical system files, loss of private data, and remote code execution by downloading private ssh-keys.

Note:

Having full control over these zip files leads to two vulnerabilities:

The first is being able to overwrite any existing file on the system(e.g. the contents of the file is not "useful" to the attacker, but it can nevertheless be used to cause denial of service by overwriting critical system files).

The second vulnerability is achieved by using the built-in sshfs-client of the project to mount an external directory, and write the zip file to that. This is an intended feature of the project, being a way of getting files off of the vulnerable system.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Resource Exhaustion due to the misconfiguration of the remote tracking server. This can lead to an endless loop of connections that prevents it from handling other legitimate requests.

There is no fixed version for aim.

aim is a super-easy way to record, search and compare AI experiments.

Affected versions of this package are vulnerable to Improper Control of Generation of Code ('Code Injection') due to improper restriction of user access to the RunView object. An attacker can execute arbitrary commands on the server, potentially leading to full system compromise by exploiting the query parameter in the /api/runs/search/run/ endpoint.

There is no fixed version for aim.