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Github Security Blog
Github Security Blog
added 2026/06/17 2:02 p.m.39 views

vLLM: image EXIF Rotation & PNG tRNS Transparency Not Normalized, Causing Mismatch Between Model Input and Expectations

Summary Issue 1: EXIF orientation not normalized → The image orientation processed by the model differs from how humans view it, introducing interpretation bias. Issue 2: PNG tRNS not explicitly flattened before converting to RGB → After conversion, transparent/semi-transparent pixels are rendere...

4.8CVSS5.2AI score0.00239EPSS
SaveExploits0References10Affected Software1
NVD
NVD
added 2026/06/17 1:20 p.m.21 views

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 image metadata, specifically EXIF orientation and PNG transparency tRNS data, during image processing. When images are converted to RGB, transparency informatio...

4.8CVSS0.00239EPSS
SaveExploits0References2
OSV
OSV
added 2026/06/17 10:07 a.m.11 views

CVE-2026-12491 Vllm: vllm: image exif rotation & png trns transparency not normalized, causing mismatch between model input and expectations

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 informatio...

4.8CVSS5.8AI score
SaveExploits0References6
CVE
CVE
added 2026/06/17 10:07 a.m.125 views

CVE-2026-12491

CVE-2026-12491 affects the vLLM library used for LLM inference. The issue stems from improper handling of image metadata during image processing, specifically EXIF orientation and PNG transparency (tRNS). When converting images to RGB, transparency information may be discarded or remapped, causin...

4.8CVSS5.2AI score0.00239EPSS
SaveExploits0References2
ATTACKERKB
ATTACKERKB
added 2026/06/17 10:07 a.m.15 views

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 image metadata, specifically EXIF orientation and PNG transparency tRNS data, during image processing. When images are converted to RGB, transparency informatio...

4.8CVSS5.8AI score0.00239EPSS
SaveExploits0References3Affected Software1
Cvelist
Cvelist
added 2026/06/17 10:07 a.m.42 views

CVE-2026-12491 Vllm: vllm: image exif rotation & png trns transparency not normalized, causing mismatch between model input and expectations

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 informatio...

4.8CVSS0.00239EPSS
SaveExploits0References2
Vulnrichment
Vulnrichment
added 2026/06/17 10:07 a.m.9 views

CVE-2026-12491 Vllm: vllm: image exif rotation & png trns transparency not normalized, causing mismatch between model input and expectations

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 informatio...

4.8CVSS5.2AI score0.00239EPSS
SaveExploits0References2
RedhatCVE
RedhatCVE
added 2026/06/17 10:07 a.m.18 views

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 image metadata, specifically EXIF orientation and PNG transparency tRNS data, during image processing. When images are converted to RGB, transparency informatio...

4.8CVSS5.3AI score0.00239EPSS
SaveExploits0References3
Positive Technologies
Positive Technologies
added 2026/06/17 12:00 a.m.35 views

PT-2026-50278

Name of the Vulnerable Software and Affected Versions vLLM affected versions not specified Description An issue exists in the image processing logic where image metadata is improperly handled. Specifically, the software fails to call ImageOps.exif transpose to normalize EXIF orientation, causing...

4.8CVSS6.1AI score0.00239EPSS
SaveExploits0References16
RedhatCVE
RedhatCVE
added 2026/06/05 7:24 p.m.16 views

CVE-2026-8814

Versions of the package exifreader before 4.39.0 are vulnerable to Improper Handling of Highly Compressed Data Data Amplification due to decompressing PNG zTXt metadata without enforcing a built-in maximum decompressed output size. When asynchronous parsing is enabled, a crafted PNG file containi...

6.9CVSS5.4AI score0.00465EPSS
SaveExploits0References1
OSV
OSV
added 2026/05/19 5:44 p.m.38 views

CLSA-2026-1779212665 php: Fix of 14 CVEs

CVE-2018-5711: fix infinite loop in gdImageCreateFromGifCtx - CVE-2018-5712: remove file name from phar stub error output XSS - CVE-2018-10545: do not set PRSETDUMPABLE in php-fpm workers by default - CVE-2018-10546: fail iconvmimedecode on invalid multibyte sequences - CVE-2018-10547: escape...

7.5CVSS6.8AI score0.79949EPSS
SaveExploits7References1
NVD
NVD
added 2026/05/19 7:16 a.m.32 views

CVE-2026-8813

This affects versions of the package exifreader before 4.39.0. A crafted image containing an ICC mluc tag can set an attacker-controlled record count together with a zero record size. During parsing, ExifReader repeatedly processes the same record and appends entries to an array without sufficien...

8.7CVSS0.00522EPSS
SaveExploits0References3
CVE
CVE
added 2026/05/19 5:00 a.m.80 views

CVE-2026-8814

CVE-2026-8814 affects the ExifReader library prior to version 4.39.0. The issue is an improper handling of highly compressed data (Data Amplification) that occurs when decompressing PNG zTXt metadata without a built-in maximum decompressed output size, which can cause a crafted PNG to materialize...

6.9CVSS5.8AI score0.00465EPSS
SaveExploits0References3
CVE
CVE
added 2026/05/19 5:00 a.m.90 views

CVE-2026-8813

CVE-2026-8813 affects exifreader before 4.39.0. A crafted ICC profile mluc tag allows an attacker-controlled record count with a zero record size, causing the parser to repeatedly process the same records and grow memory usage, leading to DoS. Proof-of-concept in SNYK shows a large loop with mluc...

8.7CVSS5.8AI score0.00522EPSS
SaveExploits0References3
Cvelist
Cvelist
added 2026/05/19 5:00 a.m.70 views

CVE-2026-8813

This affects versions of the package exifreader before 4.39.0. A crafted image containing an ICC mluc tag can set an attacker-controlled record count together with a zero record size. During parsing, ExifReader repeatedly processes the same record and appends entries to an array without sufficien...

8.7CVSS0.00522EPSS
SaveExploits0References3
OSV
OSV
added 2026/05/19 5:00 a.m.11 views

CVE-2026-8813

This affects versions of the package exifreader before 4.39.0. A crafted image containing an ICC mluc tag can set an attacker-controlled record count together with a zero record size. During parsing, ExifReader repeatedly processes the same record and appends entries to an array without sufficien...

8.7CVSS5.9AI score
SaveExploits0References5
Positive Technologies
Positive Technologies
added 2026/05/19 12:00 a.m.26 views

PT-2026-41832

Name of the Vulnerable Software and Affected Versions exifreader versions prior to 4.39.0 Description Improper handling of highly compressed data leads to data amplification when decompressing PNG zTXt metadata without enforcing a maximum decompressed output size. If asynchronous parsing is...

6.9CVSS5.8AI score0.00465EPSS
SaveExploits0References12
Cvelist
Cvelist
added 2026/05/18 9:51 p.m.58 views

CVE-2026-27892 FacturaScripts: Unstripped Image Metadata (EXIF) Leakage via Library Module File Upload/Download

FacturaScripts is an open source accounting and invoicing software. In versions prior to 2026, the Library module stores and serves uploaded images byte-for-byte, without stripping EXIF/XMP/IPTC metadata. Any authenticated user who downloaded an image could extract the uploader's embedded metadat...

6.5CVSS0.00227EPSS
SaveExploits0References2
EUVD
EUVD
added 2026/05/14 3:11 p.m.14 views

EUVD-2026-30311

Gotenberg is a Docker-powered stateless API for PDF files. Prior to 8.31.0, Gotenberg's /forms/pdfengines/metadata/write HTTP endpoint accepts a JSON metadata object and passes its keys directly to ExifTool via the go-exiftool library. No validation is performed on key characters. A \n embedded i...

9.8CVSS6AI score0.03013EPSS
SaveExploits2References1
OSV
OSV
added 2026/05/07 7:33 p.m.17 views

GHSA-Q7F2-RV22-2XGR FacturaScripts Vulnerable to Unstripped Image Metadata (EXIF) Leakage via Library Module File Upload/Download

Summary Fectura Scripts is an open-source ERP application, a sensitive information disclosure vulnerability was identified in the Library module's image upload and download pipeline. The application fails to strip EXIF and other embedded metadata from user-uploaded image files before storing them...

6.5CVSS5.8AI score0.00227EPSS
SaveExploits0References4
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