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CVE-2022-31605

31
FAUCET Score

CVE-2022-31605 affects NVFLARE versions prior to 2.1.2, stemming from the use of yaml.load() instead of yaml.safe_load() in its utils module. This critical vulnerability (CVSS 9.8) allows an unprivileged network attacker to achieve Remote Code Execution, Denial of Service, and compromise confidentiality and integrity due to insecure deserialization of untrusted data. While there is no evidence of active exploitation or public exploit code (Metasploit, Nuclei, ExploitDB), the vulnerability has garnered significant community discussion with 10 mentions, indicating awareness.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.1.2CPE matchmatch criteria
cpe:2.3:a:nvidia:nvflare:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

9.8CRITICAL

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

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
3.9
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
1.98%
Probability of exploitation in next 30 days
EPSS Percentile
78.4%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0198 is in the 67th percentile among its peer group of 36,897 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.3 Bluesky, 0.3 Mastodon, and 2.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (1)

pippatch availablevia ghsa
Product: nvflareFixed in: 2.1.2

Vendor Advisories (1)

pipGHSA-hrf3-622q-8366critical

Unsafe yaml deserialization in NVFlare

Jun 22, 2022

References

github.com / NVIDIA/NVFlare/security/advisories/GHSA-hrf3-622q-8366
Third Party Advisory