CVE-2026-25873
OmniGen2-RL Reward Server Unsafe Deserialization RCE
CVSS Score
9.8
EPSS Score
0.0%
EPSS Percentile
0th
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.
| CWE | CWE-502 |
| Vendor | beijing academy of artificial intelligence (baai) |
| Product | omnigen2-rl |
| Published | Mar 18, 2026 |
| Last Updated | Mar 19, 2026 |
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CVSS v3 Breakdown
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
High
Integrity
High
Availability
High
Affected Versions
Beijing Academy of Artificial Intelligence (BAAI) / OmniGen2-RL
0
References
github.com: https://github.com/VectorSpaceLab/OmniGen2/pull/139 chocapikk.com: https://chocapikk.com/posts/2026/omnigen2-pickle-rce/ arxiv.org: https://arxiv.org/abs/2506.18871 github.com: https://github.com/VectorSpaceLab/OmniGen2/blob/3a13017e532f9f309a38bca571fd62200a6415c5/OmniGen2-RL/reward_server/reward_server.py#L118 github.com: https://github.com/VectorSpaceLab/OmniGen2/blob/3a13017e532f9f309a38bca571fd62200a6415c5/OmniGen2-RL/reward_server/reward_proxy.py#L208 github.com: https://github.com/VectorSpaceLab/OmniGen2/blob/3a13017e532f9f309a38bca571fd62200a6415c5/OmniGen2-RL/reward_server/reward_proxy.py#L224 vulncheck.com: https://www.vulncheck.com/advisories/omnigen2-rl-reward-server-unsafe-deserialization-rce
Credits
Valentin Lobstein (Chocapikk)