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Github Security Blog
Github Security Blog
•added 2026/01/13 6:44 p.m.•31 views

vLLM is vulnerable to DoS in Idefics3 vision models via image payload with ambiguous dimensions

Summary Users can crash the vLLM engine serving multimodal models that use the Idefics3 vision model implementation by sending a specially crafted 1x1 pixel image. This causes a tensor dimension mismatch that results in an unhandled runtime error, leading to complete server termination. Details T...

7.5CVSS6.9AI score0.00442EPSS
SaveExploits1References6Affected Software1
Snyk
Snyk
•added 2026/01/10 7:40 a.m.•17 views

Allocation of Resources Without Limits or Throttling

Overview vllm is an A high-throughput and memory-efficient inference and serving engine for LLMs Affected versions of this package are vulnerable to Allocation of Resources Without Limits or Throttling in the processimageinput in the idefics3 model implementation. An attacker can cause the server...

7.5CVSS6.6AI score0.00442EPSS
SaveExploits1References2
OSV
OSV
•added 2026/01/10 6:39 a.m.•22 views

CVE-2026-22773 vLLM is vulnerable to DoS in Idefics3 vision models via image payload with ambiguous dimensions

vLLM is an inference and serving engine for large language models LLMs. In versions from 0.6.4 to before 0.12.0, users can crash the vLLM engine serving multimodal models that use the Idefics3 vision model implementation by sending a specially crafted 1x1 pixel image. This causes a tensor dimensi...

6.5CVSS6.7AI score
SaveExploits0References3
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/01/10 12:00 a.m.•5 views

CVE-2026-22773: Allocation of Resources Without Limits or Throttling

vLLM is an inference and serving engine for large language models LLMs. In versions from 0.6.4 to before 0.12.0, users can crash the vLLM engine serving multimodal models that use the Idefics3 vision model implementation by sending a specially crafted 1x1 pixel image. This causes a tensor dimensi...

7.5CVSS6.4AI score0.00442EPSS
SaveExploits1References1
CNNVD
CNNVD
•added 2026/01/10 12:00 a.m.•24 views

vLLM 安全漏洞

vLLM is vLLM open source a high throughput and memory efficient inference and service engine for LLM. A security vulnerability exists in vLLM version 0.6.4 up to and including version 0.12.0, which stems from the fact that sending specially crafted 1x1 pixel images results in a tensor dimension...

7.5CVSS6.5AI score0.00442EPSS
SaveExploits1References1
OSV
OSV
•added 2026/01/08 9:47 p.m.•24 views

GHSA-MCMC-2M55-J8JJ vLLM introduced enhanced protection for CVE-2025-62164

Summary The fix here for CVE-2025-62164 is not sufficient. The fix only disables prompt embeds by default rather than addressing the root cause, so the DoS vulnerability remains when the feature is enabled. Details vLLM's pending change attempts to fix the root cause, which is the missing sparse...

8.8CVSS5.9AI score0.00644EPSS
SaveExploits0References8
Chainguard
Chainguard
•added 2026/01/07 1:30 a.m.•11 views

GHSA-HF3C-WXG2-49Q9 vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm...

7AI score
SaveExploits0
Chainguard
Chainguard
•added 2026/01/07 1:30 a.m.•11 views

GHSA-6WGJ-66M2-XXP2 vulnerabilities

Vulnerabilities for packages: py3-vllm-cuda-12.4...

7AI score
SaveExploits0
Chainguard
Chainguard
•added 2026/01/07 1:30 a.m.•21 views

CVE-2023-48022 vulnerabilities

Vulnerabilities for packages: py3-vllm-cuda-12.4...

9.8CVSS7.1AI score0.83942EPSS
SaveExploits6
CVD
CVD
•added 2026/01/01 12:00 a.m.•13 views

vLLM: undisclosed vulnerability (ZAI-2026-KBTXK4)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•9 views

vLLM: undisclosed vulnerability (ZAI-2026-6V5LW9)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•9 views

vLLM: undisclosed vulnerability (ZAI-2026-GPUW55)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•10 views

vLLM: undisclosed vulnerability (ZAI-2026-P7OU40)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•10 views

vLLM: undisclosed vulnerability (ZAI-2026-R44941)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•18 views

vLLM: undisclosed vulnerability (ZAI-2026-JX1Z7X)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•10 views

vLLM: undisclosed vulnerability (ZAI-2026-6DLX99)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•15 views

vLLM: undisclosed vulnerability (ZAI-2026-BF6OAN)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•11 views

vLLM: undisclosed vulnerability (ZAI-2026-OOMYE0)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•9 views

vLLM: undisclosed vulnerability (ZAI-2026-789K7J)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
CVD
CVD
•added 2026/01/01 12:00 a.m.•20 views

vLLM: undisclosed vulnerability (ZAI-2026-0TRNIA)

Not disclosed. Details are not yet publicly disclosed...

5.3AI score
SaveExploits0
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