CVE-2023-23930
Vantage6 Pickle Deserialization Vulnerability (Deserialization)
Description
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.
INFO
Published Date :
Oct. 11, 2023, 6:15 p.m.
Last Modified :
Oct. 13, 2023, 9:27 p.m.
Source :
[email protected]
Remotely Exploitable :
Yes !
Impact Score :
5.9
Exploitability Score :
1.2
References to Advisories, Solutions, and Tools
Here, you will find a curated list of external links that provide in-depth
information, practical solutions, and valuable tools related to
CVE-2023-23930.
| URL | Resource |
|---|---|
| https://github.com/vantage6/vantage6/blob/0682c4288f43fee5bcc72dc448cdd99bd7e57f76/docs/release_notes.rst#400 | Release Notes |
| https://github.com/vantage6/vantage6/commit/e62f03bacf2247bd59eed217e2e7338c3a01a5f0 | Patch |
| https://github.com/vantage6/vantage6/security/advisories/GHSA-5m22-cfq9-86x6 | Vendor Advisory |
| https://medium.com/ochrona/python-pickle-is-notoriously-insecure-d6651f1974c9 | Exploit Permissions Required Technical Description Third Party Advisory |
We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).
Results are limited to the first 15 repositories due to potential performance issues.
The following list is the news that have been mention
CVE-2023-23930 vulnerability anywhere in the article.
The following table lists the changes that have been made to the
CVE-2023-23930 vulnerability over time.
Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.
-
CVE Modified by [email protected]
May. 14, 2024
Action Type Old Value New Value -
Initial Analysis by [email protected]
Oct. 13, 2023
Action Type Old Value New Value Added CVSS V3.1 NIST AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H Changed Reference Type https://github.com/vantage6/vantage6/blob/0682c4288f43fee5bcc72dc448cdd99bd7e57f76/docs/release_notes.rst#400 No Types Assigned https://github.com/vantage6/vantage6/blob/0682c4288f43fee5bcc72dc448cdd99bd7e57f76/docs/release_notes.rst#400 Release Notes Changed Reference Type https://github.com/vantage6/vantage6/commit/e62f03bacf2247bd59eed217e2e7338c3a01a5f0 No Types Assigned https://github.com/vantage6/vantage6/commit/e62f03bacf2247bd59eed217e2e7338c3a01a5f0 Patch Changed Reference Type https://github.com/vantage6/vantage6/security/advisories/GHSA-5m22-cfq9-86x6 No Types Assigned https://github.com/vantage6/vantage6/security/advisories/GHSA-5m22-cfq9-86x6 Vendor Advisory Changed Reference Type https://medium.com/ochrona/python-pickle-is-notoriously-insecure-d6651f1974c9 No Types Assigned https://medium.com/ochrona/python-pickle-is-notoriously-insecure-d6651f1974c9 Exploit, Permissions Required, Technical Description, Third Party Advisory Added CPE Configuration OR *cpe:2.3:a:vantage6:vantage6:*:*:*:*:*:*:*:* versions up to (excluding) 4.0.2 -
CVE Modified by [email protected]
Oct. 11, 2023
Action Type Old Value New Value Changed Description vantage6 is privacy preserving federated learning infrastructure. Versions 4.0.2 and prior 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. No patches are currently available, but users may specify JSON serialization as a workaround. 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. Added Reference https://github.com/vantage6/vantage6/blob/0682c4288f43fee5bcc72dc448cdd99bd7e57f76/docs/release_notes.rst#400 [No Types Assigned] Added Reference https://github.com/vantage6/vantage6/commit/e62f03bacf2247bd59eed217e2e7338c3a01a5f0 [No Types Assigned]
CWE - Common Weakness Enumeration
While CVE identifies
specific instances of vulnerabilities, CWE categorizes the common flaws or
weaknesses that can lead to vulnerabilities. CVE-2023-23930 is
associated with the following CWEs:
Common Attack Pattern Enumeration and Classification (CAPEC)
Common Attack Pattern Enumeration and Classification
(CAPEC)
stores attack patterns, which are descriptions of the common attributes and
approaches employed by adversaries to exploit the CVE-2023-23930
weaknesses.
Exploit Prediction
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days.
0.12 }} 0.04%
score
0.47882
percentile