VulnSea

vllm has 106 CVEs on record between 2024 and 2026. Disclosure cadence is accelerating: 54 in the last 90 days against 15 in the 90 before. The busiest recent month was September 2026 with 25. The median CVSS is 6.5 (medium), with 10 rated critical. None have a confirmed exploitation report. The dominant weakness classes are CWE-770 (22) and CWE-400 (14).

CVEs per month

Last 12 months, by publish date

120102030405060708091011
Exploited share
0% vs 1% corpus
Median CVSS
6.5
Publish → KEV
—
Last 90 days
54 prev 15

Products

  • vllm 106
106
Total CVEs
10
Critical
0
CISA KEV
0
Exploited

vllm vulnerabilities

CVEs affecting vllm, newest first. Open any entry for full detail, references, and exploit status.

106 CVEsRSS

CVE-2025-71379Medium· 4.3
4mo ago

vLLM versions >= 0.6.3 and < 0.9.0 contain multiple regular expression denial of service (ReDoS) vulnerabilities

vLLM versions >= 0.6.3 and < 0.9.0 contain multiple regular expression denial of service (ReDoS) vulnerabilities. Several regex patterns — in vllm/lora/utils.py, the phi4mini tool parser, and the OpenAI-compatible serving chat endpoint —…

▾ Sunlitvllm · vllmEPSS 0.48%via NVD
CVE-2026-54235Medium· 6.5
4mo ago

vLLM: temperature=NaN and temperature=Infinity bypass validation and propagate to GPU kernels

vLLM: temperature=NaN and temperature=Infinity bypass validation and propagate to GPU kernels

▾ Sunlitvllm · vllmEPSS 0.45%via OSV
CVE-2026-12491Medium· 4.8
4mo ago

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

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

▾ Sunlitvllm · vllmEPSS 0.24%via OSV
CVE-2026-53923High· 7.5
4mo ago

vLLM: GGUF dequantize kernel int truncation exposes uninitialized GPU memory in multi-tenant serving

vLLM: GGUF dequantize kernel int truncation exposes uninitialized GPU memory in multi-tenant serving

▾ Twilightvllm · vllmEPSS 0.48%via OSV
CVE-2026-54236Medium· 5.3PoC
4mo ago

vLLM: incomplete CVE-2026-22778 fix leaks PIL repr addresses via Anthropic router

vLLM: incomplete CVE-2026-22778 fix leaks PIL repr addresses via Anthropic router

▾ Twilightvllm · vllmEPSS 0.93%via OSV
CVE-2026-54233Medium· 6.5
4mo ago

vLLM: OOM Denial of Service via Audio Decompression Bomb

vLLM: OOM Denial of Service via Audio Decompression Bomb

▾ Sunlitvllm · vllmEPSS 0.42%via OSV
GHSA-x8xr-mj9x-6h7wMedium· 4.8
4mo ago

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

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

▾ Sunlitvllm · vllmvia GHSA
CVE-2026-5497High· 7.5
4mo ago

vLLM versions 0.8.0 and later are vulnerable to an Out-of-Memory (OOM) Denial of Service (DoS) attack due to unbounded frame count processing in the `VideoMediaIO.load_base64()` method

vLLM versions 0.8.0 and later are vulnerable to an Out-of-Memory (OOM) Denial of Service (DoS) attack due to unbounded frame count processing in the `VideoMediaIO.load_base64()` method. When processing `video/jpeg` data URLs, the method …

▾ Twilightvllm · vllmEPSS 0.54%via NVD
CVE-2026-9540Medium· 5.3
5mo ago

vllm has Improper Resource Shutdown or Release

vllm has Improper Resource Shutdown or Release

▾ Sunlitvllm · vllmEPSS 0.43%via OSV
CVE-2026-7141Medium· 5.6
6mo ago

vLLM makes Use of Uninitialized Resource

vLLM makes Use of Uninitialized Resource

▾ Sunlitvllm · vllmEPSS 0.29%via OSV
CVE-2026-34756Medium· 6.5
7mo ago

vLLM is an inference and serving engine for large language models (LLMs)

vLLM is an inference and serving engine for large language models (LLMs). From 0.1.0 to before 0.19.0, a Denial of Service vulnerability exists in the vLLM OpenAI-compatible API server. Due to the lack of an upper bound validation on the…

▾ Sunlitvllm · vllmEPSS 0.44%via NVD
CVE-2026-34755Medium· 6.5
7mo ago

vLLM is an inference and serving engine for large language models (LLMs)

vLLM is an inference and serving engine for large language models (LLMs). From 0.7.0 to before 0.19.0, the VideoMediaIO.load_base64() method at vllm/multimodal/media/video.py splits video/jpeg data URLs by comma to extract individual JPE…

▾ Sunlitvllm · vllmEPSS 0.48%via NVD
CVE-2026-34753Medium· 5.4PoC
7mo ago

vLLM: Server-Side Request Forgery (SSRF) in `download_bytes_from_url `

vLLM: Server-Side Request Forgery (SSRF) in `download_bytes_from_url `

▾ Twilightvllm · vllmEPSS 0.26%via OSV
CVE-2026-34760High· 7.1
7mo ago

vLLM is an inference and serving engine for large language models (LLMs). From version 0.5.5 to before version 0.18.0, Librosa defaults t…

vLLM is an inference and serving engine for large language models (LLMs). From version 0.5.5 to before version 0.18.0, Librosa defaults to using numpy.mean for mono downmixing (to_mono), while the international standard ITU-R BS.775-4 sp…

▾ Twilightvllm · vllmEPSS 0.28%via OSV
CVE-2026-27893High· 8.8
7mo ago

vLLM is an inference and serving engine for large language models (LLMs)

vLLM is an inference and serving engine for large language models (LLMs). Starting in version 0.10.1 and prior to version 0.18.0, two model implementation files hardcode `trust_remote_code=True` when loading sub-components, bypassing the…

▾ Twilightvllm · vllmEPSS 1.4%via NVD
CVE-2026-25960Medium· 5.4
8mo ago

vLLM has SSRF Protection Bypass

vLLM has SSRF Protection Bypass

▾ Sunlitvllm · vllmEPSS 0.60%via OSV
CVE-2026-22778Critical· 9.8PoC
9mo ago

vLLM is an inference and serving engine for large language models (LLMs)

vLLM is an inference and serving engine for large language models (LLMs). From 0.8.3 to before 0.14.1, when an invalid image is sent to vLLM's multimodal endpoint, PIL throws an error. vLLM returns this error to the client, leaking a hea…

▾ Abyssalvllm · vllmEPSS 18%via NVD
CVE-2026-24779High· 7.1
9mo ago

vLLM is an inference and serving engine for large language models (LLMs)

vLLM is an inference and serving engine for large language models (LLMs). Prior to version 0.14.1, a Server-Side Request Forgery (SSRF) vulnerability exists in the `MediaConnector` class within the vLLM project's multimodal feature set. …

▾ Twilightvllm · vllmEPSS 0.58%via NVD
CVE-2026-22807High· 8.8PoC
9mo ago

vLLM is an inference and serving engine for large language models (LLMs)

vLLM is an inference and serving engine for large language models (LLMs). Starting in version 0.10.1 and prior to version 0.14.0, vLLM loads Hugging Face `auto_map` dynamic modules during model resolution without gating on `trust_remote_…

▾ Midnightvllm · vllmEPSS 0.98%via NVD
CVE-2026-22773Medium· 6.5
9mo ago

vLLM is an inference and serving engine for large language models (LLMs)

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 s…

▾ Sunlitvllm · vllmEPSS 0.44%via NVD
CVE-2025-62372Medium· 6.5
11mo ago

vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

▾ Sunlitvllm · vllmEPSS 0.41%via OSV
CVE-2025-62164High· 8.8
11mo ago

vLLM deserialization vulnerability leading to DoS and potential RCE

vLLM deserialization vulnerability leading to DoS and potential RCE

▾ Twilightvllm · vllmEPSS 0.96%via OSV
CVE-2025-61620Medium· 6.5
1y ago

vLLM: Resource-Exhaustion (DoS) through Malicious Jinja Template in OpenAI-Compatible Server

vLLM: Resource-Exhaustion (DoS) through Malicious Jinja Template in OpenAI-Compatible Server

▾ Sunlitvllm · vllmvia OSV
CVE-2025-6242High· 7.1
1y ago

vLLM is vulnerable to Server-Side Request Forgery (SSRF) through `MediaConnector` class

vLLM is vulnerable to Server-Side Request Forgery (SSRF) through `MediaConnector` class

▾ Twilightvllm · vllmEPSS 0.25%via OSV
CVE-2025-9141High· 8.8
1y ago

vLLM has remote code execution vulnerability in the tool call parser for Qwen3-Coder

vLLM has remote code execution vulnerability in the tool call parser for Qwen3-Coder

▾ Twilightvllm · vllmvia OSV
CVE-2025-48887Medium· 6.5
1y ago

vLLM has a Regular Expression Denial of Service (ReDoS, Exponential Complexity) Vulnerability in `pythonic_tool_parser.py`

vLLM has a Regular Expression Denial of Service (ReDoS, Exponential Complexity) Vulnerability in `pythonic_tool_parser.py`

▾ Sunlitvllm · vllmEPSS 0.54%via OSV
CVE-2025-46722Medium· 4.2
1y ago

vLLM has a Weakness in MultiModalHasher Image Hashing Implementation

vLLM has a Weakness in MultiModalHasher Image Hashing Implementation

▾ Sunlitvllm · vllmEPSS 0.34%via OSV
CVE-2025-48943Medium· 6.5
1y ago

vLLM allows clients to crash the openai server with invalid regex

vLLM allows clients to crash the openai server with invalid regex

▾ Sunlitvllm · vllmEPSS 0.51%via OSV
CVE-2025-48942Medium· 6.5
1y ago

vLLM DOS: Remotely kill vllm over http with invalid JSON schema

vLLM DOS: Remotely kill vllm over http with invalid JSON schema

▾ Sunlitvllm · vllmEPSS 0.57%via OSV
CVE-2025-46570Low· 2.6
1y ago

Potential Timing Side-Channel Vulnerability in vLLM’s Chunk-Based Prefix Caching

Potential Timing Side-Channel Vulnerability in vLLM’s Chunk-Based Prefix Caching

▾ Sunlitvllm · vllmEPSS 0.43%via OSV
vllm vulnerabilities (CVEs) — page 3 · VulnSea