CVE-2026-22778
vLLM leaks a heap address when PIL throws an error
- Published
- Feb 2, 2026
- Updated
- Jul 15, 2026
- Assigning CNA
- GitHub_M
- Evidence observed
- Sep 5, 2026
Primary CVSS
nvd · CVSS 3.1
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:HLow · next 30 days
- Percentile
- 89.6%
- Model date
- Sep 21, 2026
EPSS is a statistical estimate, not a certainty or a measure of impact. Combine it with CVSS, KEV status, exposure and your environment.
Summary
vLLM is an inference and serving engine for large language models (LLMs). From 0.8.3 to before 0.14.1, when an invalid image is sent to vLLM's multimodal endpoint, PIL throws an error. vLLM returns this error to the client, leaking a heap address. With this leak, we reduce ASLR from 4 billion guesses to ~8 guesses. This vulnerability can be chained a heap overflow with JPEG2000 decoder in OpenCV/FFmpeg to achieve remote code execution. This vulnerability is fixed in 0.14.1.
Sources
1Proof-of-concept exploit for CVE-2026-22778, an unauthenticated RCE in vLLM's video processing, demonstrating heap address disclosure and a heap buffer overflow in FFmpeg's JPEG2000 decoder. Includes a vulnerable lab for authorized testing.
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