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PyPA
PyPA
added 2026/07/13 3:46 p.m.31 views

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

SummaryIssue 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 rendered...

4.8CVSS6AI score0.00239EPSS
SaveExploits0References9Affected Software1
Positive Technologies
Positive Technologies
added 2026/07/13 12:00 a.m.12 views

PT-2026-60018

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...

4.8CVSS6AI score0.00239EPSS
SaveExploits0References10
OSV
OSV
added 2026/06/17 2:02 p.m.19 views

GHSA-8JR5-V98P-W75M 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...

4.8CVSS5.3AI score0.00239EPSS
SaveExploits0References10
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