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CVE WatchJul 7, 2026

CVE-2026-12491

A flaw was found in vLLM, an open-source library for large language model inference. This vulnerability arises from improper handling of ima

CVSS

4.8

Medium

EPSS

0.2%

p15

KEV

Exploit Today

4

0-100

Published: Jun 17, 2026 · Last modified: Jul 7, 2026 · CWE-115

EPSS · 30d
0.2%EPSS · 30 days0.2%
2026-06-302026-07-18
Technical description

A flaw was found in vLLM, an open-source library for large language model inference. This vulnerability arises from improper handling of image metadata, specifically EXIF orientation and PNG transparency (tRNS) data, during image processing. When images are converted to RGB, transparency information may be implicitly discarded or remapped, leading to unexpected rendering of transparent pixels and distortion of input content. This can result in the model misinterpreting image content, potentially affecting the integrity of processed data.

Official references
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