CVE-2023-23930

2023-10-1118:15:10

CWE-502

[email protected]

web.nvd.nist.gov

vantage6

privacy preserving

federated learning

infrastructure

cve-2023-23930

security issue

serialization

json

7.2 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

HIGH

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

HIGH

Availability Impact

HIGH

CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H

6.8 Medium

AI Score

Confidence

High

0.001 Low

EPSS

Percentile

33.4%

JSON

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 configurations

Vulners

NVD

Node

vantage6vantage6Range<4.0.0

VendorProductVersionCPE
vantage6vantage6*cpe:2.3:a:vantage6:vantage6:*:*:*:*:*:*:*:*

Vendor	Product	Version	CPE
vantage6	vantage6	*	cpe:2.3:a:vantage6:vantage6::::::::

CNA Affected

[
  {
    "vendor": "vantage6",
    "product": "vantage6",
    "versions": [
      {
        "version": "< 4.0.0",
        "status": "affected"
      }
    ]
  }
]