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nvd[email protected]NVD:CVE-2023-23930
HistoryOct 11, 2023 - 6:15 p.m.

CVE-2023-23930

2023-10-1118:15:10
CWE-502
web.nvd.nist.gov
3
cve-2023-23930
vantage6
privacy preserving
federated learning
infrastructure
pickle serialization
security issue
json serialization
patch
workaround

CVSS3

7.2

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

AI Score

6

Confidence

High

EPSS

0.001

Percentile

37.4%

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

Nvd
Node
vantage6vantage6Range<4.0.2
VendorProductVersionCPE
vantage6vantage6*cpe:2.3:a:vantage6:vantage6:*:*:*:*:*:*:*:*

CVSS3

7.2

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

AI Score

6

Confidence

High

EPSS

0.001

Percentile

37.4%