CVE-2026-7301: SGLanG Multimodal Scheduler Deserializes Untrusted Pickle Vulnerability

CRITICAL
Advisory Identifier: GHSA-gwv6-pq6m-p3rq
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CVSS 9.8
CWE-502
Published
Advisory Summary

CVE-2026-7301 is a CRITICAL (CVSS 9.8) multimodal scheduler deserializes untrusted pickle vulnerability (CWE-502: Deserialization of Untrusted Data) affecting SGLanG libraries in the PyPI ecosystem. The issue involves multimodal scheduler deserializes untrusted pickle data on 0.0.0.0 router socket. Remediation is available in the latest vendor maintenance releases.

CVE-2026-7301 at a Glance

CVE Identifier CVE-2026-7301
GHSA Identifier GHSA-gwv6-pq6m-p3rq
Severity CRITICAL
CVSS v3.1 Base Score 9.8
CWE Classification CWE-502: Deserialization of Untrusted Data
Affected Product SGLanG
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 9.8

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H).

Attack Vector Network (AV:N)
Attack Complexity Low (AC:L)
Privileges Required None (PR:N)
User Interaction None (UI:N)
Scope Unchanged (S:U)
Confidentiality High (C:H)
Integrity High (I:H)
Availability High (A:H)

How to Fix CVE-2026-7301

To remediate this vulnerability, upgrade all affected SGLanG dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

sglang fixed: Latest secure release 
pip install sglang>=Latest secure release
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release: 

pip show sglang

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2026-7301, inspect your installed packages using pip:

pip show sglang

Analyze the terminal output to locate any version of SGLanG in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than the patched release), your application is affected.

Note: The pip show sglang command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-502: Deserialization of Untrusted Data, where the product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid. In SGLanG, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.

Source Advisory Statement

SGLang's multimodal generation runtime scheduler's ROUTER socket binds to 0.0.0.0 by default and contains a sink that calls pickle.loads() on incoming messages, enabling RCE when exposed to the internet.

CVE-2026-7301 Affected SGLanG Versions

1 component(s)
Product / Package Ecosystem Affected Versions Fixed Version
sglang
pypi/sglang
PyPI
≥ 0.5.5
≤ 0.5.12

References

NVD — CVE-2026-7301 NVD
https://nvd.nist.gov/vuln/detail/CVE-2026-7301
antiproof.ai/blog/three-rces-in-... WEB
https://antiproof.ai/blog/three-rces-in-sglang
SGLanG Source Repository REPOSITORY
https://github.com/sgl-project/sglang
SGLanG Source Repository REPOSITORY
https://github.com/sgl-project/sglang/tree/main/python/sglang

Frequently Asked Questions

What is CVE-2026-7301?
CVE-2026-7301 is a security vulnerability in SGLanG involving Multimodal scheduler deserializes untrusted pickle data on 0.0.0.0 ROUTER socket under CWE-502: Deserialization of Untrusted Data.
Which SGLanG versions are affected?
Affected versions include releases prior to current release patches across affected packages: sglang.
What version fixes CVE-2026-7301?
Upgrading to current release patches (or the latest patched release for your respective branch) resolves the vulnerability.
Is sglang affected?
Yes, sglang is affected in releases prior to Latest secure release. Upgrade your dependency to Latest secure release or later.
What is the CVSS score of CVE-2026-7301?
CVE-2026-7301 has a CVSS v3.1 base score of 9.8 (CRITICAL) with vector string CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H.
What CWE is associated with CVE-2026-7301?
CVE-2026-7301 is classified under CWE-502: Deserialization of Untrusted Data (The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.).
How can I check PyPI dependencies for CVE-2026-7301?
Run the dependency tree command: 'pip show sglang'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
View Raw JSON 
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-gwv6-pq6m-p3rq",
  "modified" : "2026-05-29T17:23:09Z",
  "published" : "2026-05-18T12:31:47Z",
  "aliases" : [ "CVE-2026-7301" ],
  "summary" : "SGLanG: Multimodal scheduler deserializes untrusted pickle data on 0.0.0.0 ROUTER socket",
  "details" : "SGLang's multimodal generation runtime scheduler's ROUTER socket binds to 0.0.0.0 by default and contains a sink that calls pickle.loads() on incoming messages, enabling RCE when exposed to the internet.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "sglang"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "0.5.5"
      }, {
        "last_affected" : "0.5.12"
      } ]
    } ]
  } ],
  "references" : [ {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-7301"
  }, {
    "type" : "WEB",
    "url" : "https://antiproof.ai/blog/three-rces-in-sglang"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/sgl-project/sglang"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/sgl-project/sglang/tree/main/python/sglang"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-502" ],
    "severity" : "CRITICAL",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-05-29T17:23:09Z",
    "nvd_published_at" : "2026-05-18T12:16:16Z"
  }
}