Vulnary
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Critical· 10official fix available

CVE-2026-44182

Jupyter Enterprise Gateway versions before 3.3.0 allow attackers to inject malicious YAML into Kubernetes manifests by using unescaped environment variables. This flaw can create or modify Kubernetes resources, including privileged pods, through the Jinja2 template. The issue is fixed in version 3.3.0.

publishedJul 17, 2026
last modifiedJul 17, 2026
sourcesNVD
severity · cvss
10
critical · how bad it is
exploitation · epss
<1%
27th percentile · chance of exploitation in 30 days
(ai-assisted) A model wrote this summary from the official data, so double-check it against the source before you act on it. Read the official advisory →
auto-deletes from the system
counting…on Aug 18, 2026

An official fix is available, so this entry is kept for 30 days and then removed automatically.

01

Who is affected

Jupyter Enterprise Gateway versions earlier than 3.3.0 running on clusters such as Apache Spark, Kubernetes, or Docker Swarm. Typical users are data scientists and system administrators deploying Jupyter notebooks in distributed environments.

02

Real-world impact

An attacker who can influence the environment variables can create or modify Kubernetes resources, potentially running privileged containers or escalating privileges within the cluster.

03

Why this severity

The CVSS score is 10 because the vulnerability allows remote attackers to modify the configuration of critical infrastructure components (Kubernetes pods) with no authentication or user interaction, giving full control over the cluster.

04

What to do about it

official fix available
recommended steps
  1. 01Upgrade Jupyter Enterprise Gateway to version 3.3.0 or later.
  2. 02Restart the Jupyter Enterprise Gateway service to apply the update.

NVD-referenced vendor advisory

05

Timeline

  1. Jul 17, 2026 · 17d ago
    Published
    Disclosed and added to the National Vulnerability Database.
  2. Jul 19, 2026 · 15d ago
    Official fix available
    A vendor patch or mitigation now exists — see the remediation steps above.
06

How it’s attacked

Attack vectorNetwork (remote)
Attack complexityLow
Attack requirementsNone
Privileges requiredNone
User interactionNone needed
Confidentiality impactHigh
Integrity impactHigh
Availability impactHigh
07

References & advisories

(ai-assisted) A model wrote this summary from the official data, so double-check it against the source before you act on it. Read the official advisory →