EUVD-2026-76873

vLLM versions before 0.28.0 fail to validate audio sample rate headers in the transcription endpoint, allowing authenticated clients to bypass duration checks. Attackers can submit forged FLAC headers with inflated sample rates to trigger excessive memory allocation and crash the API server proce...

CVE-2026-90555 vLLM before 0.28.0 Denial of Service via Audio Header

vLLM versions before 0.28.0 fail to validate audio sample rate headers in the transcription endpoint, allowing authenticated clients to bypass duration checks. Attackers can submit forged FLAC headers with inflated sample rates to trigger excessive memory allocation and crash the API server proce...

CVE-2026-90555 vLLM before 0.28.0 Denial of Service via Audio Header

vLLM versions before 0.28.0 fail to validate audio sample rate headers in the transcription endpoint, allowing authenticated clients to bypass duration checks. Attackers can submit forged FLAC headers with inflated sample rates to trigger excessive memory allocation and crash the API server proce...

CVE-2026-90555

vLLM versions before 0.28.0 contain a Denial of Service vulnerability in the transcription endpoint. The root cause is a failure to validate audio sample rate headers in submitted files. An authenticated attacker can bypass duration checks by submitting forged FLAC headers with inflated sample ra...

EUVD-2026-76872

vLLM versions =0.10.2 and 0.28.0 do not apply any audio decode-size or duration limit when extracting audio from video input for NanoNemotronVL models. In nanonemotronvl.py, extractaudiofromvideos calls loadaudiopyavBytesIOvideobytes without the maxdurations or maxdecodebytes parameters, so neith...

CVE-2026-90554 vLLM before 0.28.0 Denial of Service via audio extraction

vLLM versions =0.10.2 and 0.28.0 do not apply any audio decode-size or duration limit when extracting audio from video input for NanoNemotronVL models. In nanonemotronvl.py, extractaudiofromvideos calls loadaudiopyavBytesIOvideobytes without the maxdurations or maxdecodebytes parameters, so neith...

CVE-2026-90554

vLLM versions >=0.10.2 and

CVE-2026-90554 vLLM before 0.28.0 Denial of Service via audio extraction

vLLM versions =0.10.2 and 0.28.0 do not apply any audio decode-size or duration limit when extracting audio from video input for NanoNemotronVL models. In nanonemotronvl.py, extractaudiofromvideos calls loadaudiopyavBytesIOvideobytes without the maxdurations or maxdecodebytes parameters, so neith...

CVE-2026-90553

vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader . The loader ignores the trust_remote_code parameter when loading remote processor classes, allowing an attacker to craft a malicious model with arbitrary code in processing_llava_onevision2....

EUVD-2026-76871

vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader that ignores the trustremotecode parameter when loading remote processor classes. Attackers can craft a malicious model with arbitrary code in processingllavaonevision2.py that executes with...

CVE-2026-90553 vLLM before 0.28.0 Remote Code Execution via LlavaOnevision2 processor

vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader that ignores the trustremotecode parameter when loading remote processor classes. Attackers can craft a malicious model with arbitrary code in processingllavaonevision2.py that executes with...

CVE-2026-90553 vLLM before 0.28.0 Remote Code Execution via LlavaOnevision2 processor

vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader that ignores the trustremotecode parameter when loading remote processor classes. Attackers can craft a malicious model with arbitrary code in processingllavaonevision2.py that executes with...

PT-2026-90658

vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader that ignores the trust remote code parameter when loading remote processor classes. Attackers can craft a malicious model with arbitrary code in processing llava onevision2.py that executes...

PT-2026-90660

vLLM versions before 0.28.0 fail to validate audio sample rate headers in the transcription endpoint, allowing authenticated clients to bypass duration checks. Attackers can submit forged FLAC headers with inflated sample rates to trigger excessive memory allocation and crash the API server proce...

PT-2026-90659

vLLM versions =0.10.2 and 0.28.0 do not apply any audio decode-size or duration limit when extracting audio from video input for NanoNemotronVL models. In nano nemotron vl.py, extract audio from videos calls load audio pyavBytesIOvideo bytes without the max duration s or max decode bytes...

EXPLOIT-CVE-2026-22778

CVE-2026-22778 — vLLM 视频处理中的 RCE 针对 CVE-2026-22778 （CVSS 9.8）的漏洞实验环境与概念验证，该漏洞是 vLLM 多模态摄取路径中的未认证远程代码执行链。...

CVE-2026-69112 vulnerabilities

Vulnerabilities for packages: vllm-openai-cuda-12.9, py3-accelerate-cuda-13.0, py3-accelerate-cuda-12.9...

GHSA-4J2P-28Q2-5M79 vulnerabilities

Vulnerabilities for packages: vllm-openai-cuda-12.9, py3-accelerate-cuda-13.0, py3-accelerate-cuda-12.9...

CVE-2026-22807_Range

🛡️ CVE-2026-22807 Simulation: AI Supply Chain RCE Target Range ⚠️ 免责声明 / Disclaimer 本项目仅用于安全研究与教学目的 ，旨在演示 AI 模型加载过程中的供应链攻击原理（Remote Code Execution）。 请勿在生产环境中使用生成的恶意模型，也严禁将本项目用于任何非法攻击行为。开发者不承担任何因使用不当造成的法律责任。 📖 项目简介 Introduction 这是一个轻量级的 Python 靶场，用于模拟和复现 CVE-2026-22807 （一个典型的 AI 供应链漏洞逻辑）。 该靶场演示了当 AI...

LeakGauge

LeakGauge Este es el repositorio de código de nuestro artículo: The Model's Tell: Measuring Context-Leakage Attack Signals with Behavior Gauges. Versión de ArXiv y enlace al artículo: https://arxiv.org/abs/2608.17829 Este repositorio implementa el pipeline de LeakGauge para la detección de fugas:...