Goal Reached Thanks to every supporter — we hit 100%!

Goal: 1000 CNY · Raised: 1359 CNY

100%

CVE-2026-100649— vLLM before 0.29.0 Resource Limit Bypass via Sampler Subclass

Quick assessment

Affected
vllm-project vllm
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

在 vLLM 0.29.0 之前的版本中,存在一个 PyNvVideoCodec 解码器分配中的资源限制绕过漏洞。该漏洞通过采样器子类阴影(sampler subclass shadowing)机制,允许独立递增计数器。未经验证的攻击者可以在视频请求中选择不同的采样器子类,从而突破配置的解码器限制,并耗尽未被计数的 GPU 内存。

CVSS 3.7 · Low EPSS 0.31% · P21
Get alerts for future matching vulnerabilities Log in to subscribe

I. Basic Information for CVE-2026-100649

Vulnerability Information

Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗

Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.

Vulnerability Title
vLLM before 0.29.0 Resource Limit Bypass via Sampler Subclass
Source: CVE Program / CVE List V5
Vulnerability Description
vLLM before 0.29.0 contains a resource-limit bypass vulnerability in PyNvVideoCodec decoder allocation where sampler subclass shadowing allows independent counter increments. Unauthenticated attackers can select different sampler subclasses in video requests to exceed configured decoder limits and exhaust unaccounted GPU memory.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:L
Source: CVE Program / CVE List V5
Vulnerability Type
不加限制或调节的资源分配
Source: CVE Program / CVE List V5

Affected Products

Vendor Product Affected Versions CPE Subscribe
vllm-project vllm 0 ~ 0.29.0 -

II. Public POCs for CVE-2026-100649

# POC Description Source Link Shenlong Link
AI-Generated POC Premium

No public POC found.

Login to generate AI POC

III. Intelligence Information for CVE-2026-100649

请登录查看更多情报信息。

Vendor Advisories for CVE-2026-100649 (1)

Other References for CVE-2026-100649 (1)

Same Patch Batch · vllm-project · 2026-09-26 · 8 CVEs total

CVE-2026-100654 6.5 MEDIUM vLLM before 0.29.0 Denial of Service via out-of-range stop_token_ids
CVE-2026-100650 6.5 MEDIUM vLLM before 0.29.0 Resource Exhaustion via Unbounded Media Materialization
CVE-2026-100651 6.5 MEDIUM vllm before 0.29.0 Denial of Service via Decoder Prompt Length Bypass
CVE-2026-100653 6.5 MEDIUM vLLM 0.22.1 before 0.28.0 Incomplete Artifact Pin Propagation
CVE-2026-100652 5.9 MEDIUM vLLM 0.22.0 through 0.23.0 Denial of Service via stop_token_ids
CVE-2026-100647 5.3 MEDIUM vLLM before 0.29.0 CPU Exhaustion via unbounded cache_salt
CVE-2026-100648 5.3 MEDIUM vllm before 0.29.0 Uncontrolled Resource Consumption via Audio Decoding

IV. Related Vulnerabilities

V. Comments for CVE-2026-100649

No comments yet


Leave a comment