CVE-2022-31604 Unsafe deserialisation in the PKI implementation scheme of NVFlare
An unprivileged network attacker can achieve remote code execution and denial of service via unsafe pickle deserialization of CA credentials in NVIDIA FLARE.
- Exploited in the wild
- Not known
- Login needed
- Not needed
- Attackable
- Over the internet
- Victim action needed
- Not needed
- Fix
- Available
What is CVE-2022-31604?
CVE-2022-31604 is a critical unsafe deserialization vulnerability in NVIDIA FLARE, published on 1 Jul 2022. An attacker can exploit it over the internet without logging in, with no action from the victim.
Official description
NVFLARE, versions prior to 2.1.2, contains a vulnerability in its PKI implementation module, where The CA credentials are transported via pickle and no safe deserialization. The deserialization of Untrusted Data may allow an unprivileged network attacker to cause Remote Code Execution, Denial Of Service, and Impact to both Confidentiality and Integrity.
Weakness: CWE-502
Which versions are affected by CVE-2022-31604?
3 open source packages ship an affected version, including nvflare. It affects 1 product.
| Package | Affected | Fixed in |
|---|---|---|
nvflare PyPI | All versions | 2.1.2 |
nvflare PyPI | All versions | 2.1.2 |
nvflare PyPI | All versions | 2.1.2 |
Products include Nvidia Nvflare.
How do I fix CVE-2022-31604?
Upgrade nvflare to 2.1.2 or later.
Upgrade, and only deserialise data from trusted sources or with an allow-list of types. More about Unsafe deserialization.
Is CVE-2022-31604 being exploited?
There is no known exploitation of CVE-2022-31604 in the wild and no public exploit code.
Other vulnerabilities in NVIDIA FLARE
- CVE-2026-24178 NVIDIA NVFlare Dashboard: Authorization bypass through user-controlled key via user management and authentication system
- CVE-2022-34668 NVFLARE unsafe deserialization due to Pickle
- CVE-2022-31605 Unsafe yaml deserialization in NVFlare
- CVE-2026-24186 Deserialization in FLARE SDK
- CVE-2026-24204 Path traversal in FLARE SDK
Sources
Also known as GHSA-rcxc-3w2m-mp8h, PYSEC-2022-231.