Vulnerabilites related to aimhubio - aimhubio/aim
CVE-2024-8769 (GCVE-0-2024-8769)
Vulnerability from cvelistv5
Published
2025-03-20 10:11
Modified
2025-03-20 13:05
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-29 - Path Traversal: '\..\filename'
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-2195 (GCVE-0-2024-2195)
Vulnerability from cvelistv5
Published
2024-04-10 17:08
Modified
2024-08-01 19:03
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-94 - Improper Control of Generation of Code
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-2196 (GCVE-0-2024-2196)
Vulnerability from cvelistv5
Published
2024-04-10 17:08
Modified
2024-08-01 19:03
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-352 - Cross-Site Request Forgery (CSRF)
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-12778 (GCVE-0-2024-12778)
Vulnerability from cvelistv5
Published
2025-03-20 10:10
Modified
2025-03-20 18:30
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-400 - Uncontrolled Resource Consumption
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2025-0189 (GCVE-0-2025-0189)
Vulnerability from cvelistv5
Published
2025-03-20 10:10
Modified
2025-03-20 18:15
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-400 - Uncontrolled Resource Consumption
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-10110 (GCVE-0-2024-10110)
Vulnerability from cvelistv5
Published
2025-03-20 10:09
Modified
2025-03-20 18:55
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-400 - Uncontrolled Resource Consumption
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-6396 (GCVE-0-2024-6396)
Vulnerability from cvelistv5
Published
2024-07-12 00:00
Modified
2024-08-01 21:41
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-29 - Path Traversal: '\..\filename'
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-6829 (GCVE-0-2024-6829)
Vulnerability from cvelistv5
Published
2025-03-20 10:10
Modified
2025-03-20 18:15
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-73 - External Control of File Name or Path
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-8101 (GCVE-0-2024-8101)
Vulnerability from cvelistv5
Published
2025-03-20 10:11
Modified
2025-03-20 13:01
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-79 - Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2025-0190 (GCVE-0-2025-0190)
Vulnerability from cvelistv5
Published
2025-03-20 10:08
Modified
2025-03-20 19:03
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-1049 - Excessive Data Query Operations in a Large Data Table
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-6227 (GCVE-0-2024-6227)
Vulnerability from cvelistv5
Published
2024-07-08 19:06
Modified
2024-08-30 15:25
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-835 - Loop with Unreachable Exit Condition ('Infinite Loop')
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-6483 (GCVE-0-2024-6483)
Vulnerability from cvelistv5
Published
2025-03-20 10:09
Modified
2025-03-20 18:37
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-23 - Relative Path Traversal
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-8238 (GCVE-0-2024-8238)
Vulnerability from cvelistv5
Published
2025-03-20 10:11
Modified
2025-03-20 14:23
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-284 - Improper Access Control
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-6851 (GCVE-0-2024-6851)
Vulnerability from cvelistv5
Published
2025-03-20 10:09
Modified
2025-03-20 18:32
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-12777 (GCVE-0-2024-12777)
Vulnerability from cvelistv5
Published
2025-03-20 10:11
Modified
2025-03-20 13:30
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-1088 - Synchronous Access of Remote Resource without Timeout
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-8061 (GCVE-0-2024-8061)
Vulnerability from cvelistv5
Published
2025-03-20 10:10
Modified
2025-03-20 18:30
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-400 - Uncontrolled Resource Consumption
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-7760 (GCVE-0-2024-7760)
Vulnerability from cvelistv5
Published
2025-03-20 10:09
Modified
2025-03-20 18:58
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-352 - Cross-Site Request Forgery (CSRF)
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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CVE-2024-6578 (GCVE-0-2024-6578)
Vulnerability from cvelistv5
Published
2024-07-29 18:37
Modified
2024-08-01 21:41
Severity ?
VLAI Severity ?
EPSS score ?
CWE
- CWE-79 - Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')
Summary
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.
References
Impacted products
| Vendor | Product | Version | ||
|---|---|---|---|---|
| aimhubio | aimhubio/aim |
Version: unspecified < |
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