CVE-2022-34668: nvidia nvflare Deserialization of Untrusted Data
Vulnerability summary
CVE-2022-34668 is a critical (CVSS 9.8) Deserialization of Untrusted Data vulnerability in nvidia nvflare. EPSS estimates a 10.90% chance of exploitation in the next 30 days, higher than 95.8% of scored vulnerabilities. 1 public exploit is recorded.
Timeline
- 29-08-2022PublishedVulnerability first disclosed.
- 03-08-2024Last modifiedVulnerability information updated.
Description
NVFLARE, versions prior to 2.1.4, contains a vulnerability that deserialization of Untrusted Data due to Pickle usage may allow an unprivileged network attacker to cause Remote Code Execution, Denial Of Service, and Impact to both Confidentiality and Integrity.
CVSS metrics
3 scores · 3 sources · 1 version- OSV · PypiEcosystem advisory · calculated9.8CriticalCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
- NVDNIST9.8CriticalCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
EPSS trend
Probability
10.90%
Chance of exploitation in the next 30 days
Percentile
96%
Versus all other CVEs
30-day change
0.00 pp
From 10.90% on 21-09-2026
Known exploited
Compare KEV catalogsNot in any of the 3 tracked catalogs.
Public exploits
1 foundNVFLARE < 2.1.4 - Unsafe Deserialization due to Pickle
Maturity: poc
Weaknesses
CWE · root causeAffected systems
Nvidia2 products
- nvflare< 2.1.4
- nvidia flareAll versions prior to 2.1.4
PyPI1 product
- nvflare< 2.1.4
2 vendors · 3 products
References
6 links- github.com/NVIDIA/NVFlarePACKAGE