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| purl | pkg:pypi/vantage6@4.0.0 |
| Vulnerability | Summary | Fixed by |
|---|---|---|
|
VCID-6gc7-bzp9-r3gs
Aliases: CVE-2025-43863 GHSA-j6g5-p62x-58hw PYSEC-2025-220 |
vantage6 is an open source framework built to enable, manage and deploy privacy enhancing technologies like Federated Learning and Multi-Party Computation. If attacker gets access to an authenticated session, they can try to brute-force the user password by using the change password functionality: they can call that route infinitely which will return the message that password is wrong until it is correct. This vulnerability is fixed in 4.11. |
Affected by 0 other vulnerabilities. |
|
VCID-799a-uynj-zfcr
Aliases: CVE-2024-21671 GHSA-45gq-q4xh-cp53 PYSEC-2024-31 |
The vantage6 technology enables to manage and deploy privacy enhancing technologies like Federated Learning (FL) and Multi-Party Computation (MPC). It is possible to find out usernames from the response time of login requests. This could aid attackers in credential attacks. Version 4.2.0 patches this vulnerability. |
Affected by 1 other vulnerability. |
|
VCID-8gr4-nawv-3bbg
Aliases: CVE-2024-21649 GHSA-w9h2-px87-74vx PYSEC-2024-30 |
The vantage6 technology enables to manage and deploy privacy enhancing technologies like Federated Learning (FL) and Multi-Party Computation (MPC). Prior to 4.2.0, authenticated users could inject code into algorithm environment variables, resulting in remote code execution. This vulnerability is patched in 4.2.0. |
Affected by 1 other vulnerability. |
|
VCID-det8-gewh-xbhe
Aliases: CVE-2024-22193 GHSA-rjmv-52mp-gjrr PYSEC-2024-32 |
The vantage6 technology enables to manage and deploy privacy enhancing technologies like Federated Learning (FL) and Multi-Party Computation (MPC). There are no checks on whether the input is encrypted if a task is created in an encrypted collaboration. Therefore, a user may accidentally create a task with sensitive input data that will then be stored unencrypted in a database. Users should ensure they set the encryption setting correctly. This vulnerability is patched in 4.2.0. |
Affected by 1 other vulnerability. |
|
VCID-g2kx-nbgv-jffy
Aliases: CVE-2023-47631 GHSA-vc3v-ppc7-v486 PYSEC-2023-303 PYSEC-2023-304 |
vantage6 is a framework to manage and deploy privacy enhancing technologies like Federated Learning (FL) and Multi-Party Computation (MPC). In affected versions a node does not check if an image is allowed to run if a `parent_id` is set. A malicious party that breaches the server may modify it to set a fake `parent_id` and send a task of a non-whitelisted algorithm. The node will then execute it because the `parent_id` that is set prevents checks from being run. This impacts all servers that are breached by an expert user. This vulnerability has been patched in version 4.1.2. All users are advised to upgrade. There are no known workarounds for this vulnerability. |
Affected by 4 other vulnerabilities. |
|
VCID-rdzh-hey3-73em
Aliases: CVE-2023-23930 GHSA-5m22-cfq9-86x6 PYSEC-2023-196 |
vantage6 is privacy preserving federated learning infrastructure. Versions prior to 4.0.0 use pickle, which has known security issue, as a default serialization module but that has known security issues. All users of vantage6 that post tasks with the default serialization are affected. Version 4.0.0 contains a patch. Users may specify JSON serialization as a workaround. |
Affected by 5 other vulnerabilities. |
| Vulnerability | Summary | Aliases |
|---|---|---|
| VCID-nrng-exbx-guf1 | vantage6 is privacy preserving federated learning infrastructure. The endpoint /api/collaboration/{id}/task is used to collect all tasks from a certain collaboration. To get such tasks, a user should have permission to view the collaboration and to view the tasks in it. However, prior to version 4.0.0, it is only checked if the user has permission to view the collaboration. Version 4.0.0 contains a patch. There are no known workarounds. |
CVE-2023-41882
GHSA-gc57-xhh5-m94r PYSEC-2023-201 |
| VCID-pnkd-5grr-hfgs | vantage6 is privacy preserving federated learning infrastructure. Prior to version 4.0.0, malicious users may try to get access to resources they are not allowed to see, by creating resources with integers as names. One example where this is a risk, is when users define which users are allowed to run algorithms on their node. This may be defined by username or user id. Now, for example, if user id 13 is allowed to run tasks, and an attacker creates a username with username '13', they would be wrongly allowed to run an algorithm. There may also be other places in the code where such a mixup of resource ID or name leads to issues. Version 4.0.0 contains a patch for this issue. The best solution is to check when resources are created or modified, that the resource name always starts with a character. |
CVE-2023-28635
GHSA-7x94-6g2m-3hp2 PYSEC-2023-198 |
| VCID-tmff-wvr8-7qej | vantage6 is privacy preserving federated learning infrastructure. When a collaboration is deleted, the linked resources (such as tasks from that collaboration) should be deleted. This is partly to manage data properly, but also to prevent a potential (but unlikely) side-effect that affects versions prior to 4.0.0, where if a collaboration with id=10 is deleted, and subsequently a new collaboration is created with id=10, the authenticated users in that collaboration could potentially see results of the deleted collaboration in some cases. Version 4.0.0 contains a patch for this issue. There are no known workarounds. |
CVE-2023-41881
GHSA-rf54-7qrr-96j6 PYSEC-2023-200 |