CVE-2023-23930
vantage6's Pickle serialization is insecure
HIGH 8.6EPSS 1.1%
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
- vantage6
- CVSS v4.0 GitHub
- 8.6 HIGH
CVSS:4.0/AV:N/AC:L/AT:N/PR:H/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS v3.1 NVD
- 7.2 HIGH
CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H - CVSS v3.1 GITHUB
- 5.5 MEDIUM
CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:L/A:N - EPSS
- 1.11% chance of exploitation in the next 30 days, 65th percentile
- Published
- 2023-10-11
- Updated
- 2024-09-18
Proof-of-concept exploits (1)
Security advisories
- vantage6/vantage6/security/advisories/GHSA-5m22-cfq9-86x6
- advisories/GHSA-5m22-cfq9-86x6
- vantage6/vantage6/commit/e62f03bacf2247bd59eed217e2e7338c3a01a5f0