CVE-2026-25873: Beijing Academy of Artificial Intelligence (BAAI) OmniGen2-RL · Deserialization of Untrusted Data
Affects Beijing Academy of Artificial Intelligence (BAAI) OmniGen2-RLSource CVE Database V5
Not known to be exploited · CVSS 9.3 Critical.
Data as of 31 Oct 2026, 20:20 UTC
- EPSS
- 1.1% chance of exploitation in 30 days – higher than 66% of CVEsExploit Prediction Scoring System: the likelihood attackers will use this flaw soon.
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:NExploitation evidence
Disclosed: evidence found.
CVE published 18 Mar 2026
Detectable: no evidence on record.
No public nuclei template indexed
Weaponized: no evidence on record.
No public exploit code indexed in Metasploit or Exploit-DB
Exploited in the wildExploited: no evidence on record.
Not in CISA KEV and no source reports exploitation
Observed by OffSeq MirageSeen by Mirage: no evidence on record.
No attack traffic recorded by OffSeq Mirage sensors
A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 31 Oct 2026.
What to do
Affected software
| Product | Affected | Fixed in |
|---|---|---|
| Beijing Academy of Artificial Intelligence (BAAI)OmniGen2-RL | Affected
| Fixed in– |
GitHubOmniGen2-RLpkg:github/OmniGen2-RLOther threats | Affected
| Fixed in– |
GitHubvectorspacelab/OmniGen2-RLpkg:github/vectorspacelab/OmniGen2-RLOther threats | Affected
| Fixed in– |
Check your own hosts for these packages with threat-finder (opens in a new tab), our free open-source scanner.
AI-suggested
Until an official fix is available, it is recommended to restrict network access to the reward server component to trusted sources only and monitor for suspicious HTTP POST requests. Avoid exposing the vulnerable service to untrusted networks. Follow the vendor's updates closely for any released patches or official mitigations.
Description
OmniGen2-RL contains an unauthenticated remote code execution vulnerability in the reward server component that allows remote attackers to execute arbitrary commands by sending malicious HTTP POST requests. Attackers can exploit insecure pickle deserialization of request bodies to achieve code execution on the host system running the exposed service.
References
- github.com/VectorSpaceLab/OmniGen2/pull/139 (opens in a new tab)
- chocapikk.com/posts/2026/omnigen2-pickle-rce/ (opens in a new tab)
- arxiv.org/abs/2506.18871 (opens in a new tab)
- github.com/VectorSpaceLab/OmniGen2/blob/3a13017e532f9f309a38bca571fd62200a6415c5/OmniGen2-RL/reward_server/reward_server.py (opens in a new tab)
- github.com/VectorSpaceLab/OmniGen2/blob/3a13017e532f9f309a38bca571fd62200a6415c5/OmniGen2-RL/reward_server/reward_proxy.py (opens in a new tab)
- github.com/VectorSpaceLab/OmniGen2/blob/3a13017e532f9f309a38bca571fd62200a6415c5/OmniGen2-RL/reward_server/reward_proxy.py (opens in a new tab)
- vulncheck.com/advisories/omnigen2-rl-reward-server-unsafe-deserialization-rce (opens in a new tab)