Initial commit - 611 cybersecurity skills across all subdomains

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mukul975
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---
name: None
description: Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets. Using tools
domain: cybersecurity
subdomain: container-security
tags: [containers, kubernetes, security, penetration-testing, offensive-security]
version: "1.0"
author: mahipal
license: MIT
---
# Performing Kubernetes Penetration Testing
## Overview
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets. Using tools like kube-hunter, Kubescape, peirates, and manual kubectl exploitation, testers identify misconfigurations that could lead to cluster compromise.
## Prerequisites
- Authorized penetration testing engagement
- Kubernetes cluster access (various levels for different test scenarios)
- kube-hunter, kubescape, kube-bench installed
- kubectl configured
- Network access to cluster components
## Core Concepts
### Kubernetes Attack Surface
| Component | Port | Attack Vectors |
|-----------|------|---------------|
| API Server | 6443 | Auth bypass, RBAC abuse, anonymous access |
| Kubelet | 10250/10255 | Unauthenticated access, command execution |
| etcd | 2379/2380 | Unauthenticated read, secret extraction |
| Dashboard | 8443 | Default credentials, token theft |
| NodePort Services | 30000-32767 | Service exposure, application exploits |
| CoreDNS | 53 | DNS spoofing, zone transfer |
### MITRE ATT&CK for Kubernetes
| Phase | Techniques |
|-------|-----------|
| Initial Access | Exposed Dashboard, Kubeconfig theft, Application exploit |
| Execution | exec into container, CronJob, deploy privileged pod |
| Persistence | Backdoor container, mutating webhook, static pod |
| Privilege Escalation | Privileged container, node access, RBAC abuse |
| Defense Evasion | Pod name mimicry, namespace hiding, log deletion |
| Credential Access | Secret extraction, service account token theft |
| Lateral Movement | Container escape, cluster internal services |
## Implementation Steps
### Step 1: External Reconnaissance
```bash
# Discover Kubernetes services
nmap -sV -p 443,6443,8443,2379,10250,10255,30000-32767 target-cluster.com
# Check for exposed API server
curl -k https://target-cluster.com:6443/api
curl -k https://target-cluster.com:6443/version
# Check anonymous authentication
curl -k https://target-cluster.com:6443/api/v1/namespaces
# Check for exposed kubelet
curl -k https://node-ip:10250/pods
curl http://node-ip:10255/pods # Read-only kubelet
```
### Step 2: Automated Scanning with kube-hunter
```bash
# Install kube-hunter
pip install kube-hunter
# Remote scan
kube-hunter --remote target-cluster.com
# Internal network scan (from within cluster)
kube-hunter --internal
# Pod scan (from within a pod)
kube-hunter --pod
# Generate report
kube-hunter --remote target-cluster.com --report json --log output.json
```
### Step 3: CIS Benchmark Assessment with kube-bench
```bash
# Run kube-bench on master node
kube-bench run --targets master
# Run on worker node
kube-bench run --targets node
# Check specific sections
kube-bench run --targets master --check 1.2.1,1.2.2,1.2.3
# JSON output
kube-bench run --json > kube-bench-results.json
# Run as Kubernetes job
kubectl apply -f https://raw.githubusercontent.com/aquasecurity/kube-bench/main/job.yaml
kubectl logs -l app=kube-bench
```
### Step 4: Framework Compliance with Kubescape
```bash
# Install kubescape
curl -s https://raw.githubusercontent.com/kubescape/kubescape/master/install.sh | /bin/bash
# Scan against NSA/CISA hardening guide
kubescape scan framework nsa
# Scan against MITRE ATT&CK
kubescape scan framework mitre
# Scan against CIS Kubernetes Benchmark
kubescape scan framework cis-v1.23-t1.0.1
# Scan specific namespace
kubescape scan framework nsa --namespace production
# JSON output
kubescape scan framework nsa --format json --output kubescape-report.json
```
### Step 5: RBAC Exploitation Testing
```bash
# Check current permissions
kubectl auth can-i --list
# Check specific high-value permissions
kubectl auth can-i create pods
kubectl auth can-i create pods --subresource=exec
kubectl auth can-i get secrets
kubectl auth can-i create clusterrolebindings
kubectl auth can-i '*' '*' # cluster-admin check
# Enumerate service account tokens
kubectl get serviceaccounts -A
kubectl get secrets -A -o json | jq '.items[] | select(.type=="kubernetes.io/service-account-token") | {name: .metadata.name, namespace: .metadata.namespace}'
# Check for overly permissive roles
kubectl get clusterrolebindings -o json | jq '.items[] | select(.subjects[]?.name=="system:anonymous" or .subjects[]?.name=="system:unauthenticated")'
# Test service account impersonation
kubectl --as=system:serviceaccount:default:default get pods
```
### Step 6: Secret Extraction Testing
```bash
# List all secrets
kubectl get secrets -A
# Extract specific secret
kubectl get secret db-credentials -o jsonpath='{.data.password}' | base64 -d
# Check for secrets in environment variables
kubectl get pods -A -o json | jq '.items[].spec.containers[].env[]? | select(.valueFrom.secretKeyRef)'
# Check for secrets in mounted volumes
kubectl get pods -A -o json | jq '.items[].spec.volumes[]? | select(.secret)'
# Search etcd directly (if accessible)
ETCDCTL_API=3 etcdctl --endpoints=https://etcd-ip:2379 \
--cacert=/etc/kubernetes/pki/etcd/ca.crt \
--cert=/etc/kubernetes/pki/etcd/server.crt \
--key=/etc/kubernetes/pki/etcd/server.key \
get /registry/secrets --prefix --keys-only
```
### Step 7: Pod Exploitation
```bash
# Deploy test pod with elevated privileges
cat <<EOF | kubectl apply -f -
apiVersion: v1
kind: Pod
metadata:
name: pentest-pod
namespace: default
spec:
hostNetwork: true
hostPID: true
containers:
- name: pentest
image: ubuntu:22.04
command: ["sleep", "infinity"]
securityContext:
privileged: true
volumeMounts:
- name: host-root
mountPath: /host
volumes:
- name: host-root
hostPath:
path: /
EOF
# Exec into pod
kubectl exec -it pentest-pod -- bash
# From inside privileged pod - access host filesystem
chroot /host
# From inside any pod - check internal services
curl -k https://kubernetes.default.svc/api/v1/namespaces
cat /var/run/secrets/kubernetes.io/serviceaccount/token
```
### Step 8: Network Policy Testing
```bash
# Check for network policies
kubectl get networkpolicies -A
# Test pod-to-pod communication (should be blocked by policies)
kubectl run test-netpol --image=busybox --restart=Never -- wget -qO- --timeout=2 http://target-service.namespace.svc
# Test egress to external services
kubectl run test-egress --image=busybox --restart=Never -- wget -qO- --timeout=2 http://example.com
# Test access to metadata service (cloud environments)
kubectl run test-metadata --image=busybox --restart=Never -- wget -qO- --timeout=2 http://169.254.169.254/latest/meta-data/
```
## Validation Commands
```bash
# Verify kube-hunter findings
kube-hunter --remote $CLUSTER_IP --report json
# Cross-validate with Kubescape
kubescape scan framework nsa --format json
# Check remediation effectiveness
kube-bench run --targets master,node --json
# Clean up pentest resources
kubectl delete pod pentest-pod
kubectl delete pod test-netpol test-egress test-metadata
```
## References
- [kube-hunter - Kubernetes Penetration Testing](https://github.com/aquasecurity/kube-hunter)
- [Kubescape - Kubernetes Security Platform](https://github.com/kubescape/kubescape)
- [kube-bench - CIS Benchmark](https://github.com/aquasecurity/kube-bench)
- [MITRE ATT&CK Containers Matrix](https://attack.mitre.org/matrices/enterprise/containers/)
- [Kubernetes Threat Matrix - Microsoft](https://microsoft.github.io/Threat-Matrix-for-Kubernetes/)
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# Kubernetes Penetration Test Report Template
## Engagement Details
| Field | Value |
|-------|-------|
| Client | |
| Cluster | |
| Test Type | External / Internal / Assumed-Breach |
| Tester | |
| Date Range | |
| Scope | |
## Executive Summary
[Brief overview of findings and overall cluster security posture]
## Findings Summary
| Severity | Count |
|----------|-------|
| CRITICAL | |
| HIGH | |
| MEDIUM | |
| LOW | |
## Detailed Findings
### Finding 1: [Title]
- **Severity**: CRITICAL / HIGH / MEDIUM / LOW
- **Category**: Authentication / RBAC / Secrets / Network / Pod Security
- **MITRE ATT&CK**: T1xxx
- **Description**:
- **Evidence**:
- **Impact**:
- **Remediation**:
- **References**:
## Attack Paths Identified
### Path 1: [Description]
```
[Initial Access] --> [Step 2] --> [Step 3] --> [Impact]
```
## Recommendations (Priority Order)
| Priority | Recommendation | Effort | Impact |
|----------|---------------|--------|--------|
| 1 | | Low/Med/High | |
| 2 | | | |
## Cleanup Confirmation
- [ ] All test pods removed
- [ ] All test RBAC resources removed
- [ ] All test namespaces cleaned up
- [ ] No persistent backdoors remain
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# Standards Reference - Kubernetes Penetration Testing
## MITRE ATT&CK for Containers
### Relevant Techniques
| ID | Technique | Phase |
|----|-----------|-------|
| T1609 | Container Administration Command | Execution |
| T1610 | Deploy Container | Execution |
| T1611 | Escape to Host | Privilege Escalation |
| T1613 | Container and Resource Discovery | Discovery |
| T1612 | Build Image on Host | Defense Evasion |
| T1552.007 | Container API | Credential Access |
## CIS Kubernetes Benchmark v1.8
### Master Node Checks
- 1.1: Control Plane Configuration Files
- 1.2: API Server (anonymous auth, RBAC, audit logging)
- 1.3: Controller Manager
- 1.4: Scheduler
### Worker Node Checks
- 4.1: Worker Node Configuration Files
- 4.2: Kubelet (anonymous auth, authorization mode)
### Policies
- 5.1: RBAC and Service Accounts
- 5.2: Pod Security Standards
- 5.3: Network Policies
- 5.4: Secrets Management
## NSA/CISA Kubernetes Hardening Guide
### Key Areas
- Scan containers and pods for vulnerabilities
- Run containers as non-root users
- Use network policies to restrict traffic
- Encrypt secrets at rest
- Audit logging for all API calls
- Scan for misconfigurations regularly
## OWASP Kubernetes Top 10
1. K01: Insecure Workload Configurations
2. K02: Supply Chain Vulnerabilities
3. K03: Overly Permissive RBAC
4. K04: Lack of Centralized Policy Enforcement
5. K05: Inadequate Logging and Monitoring
6. K06: Broken Authentication
7. K07: Missing Network Segmentation
8. K08: Secrets Management Failures
9. K09: Misconfigured Cluster Components
10. K10: Outdated and Vulnerable Kubernetes Components
@@ -0,0 +1,92 @@
# Workflows - Kubernetes Penetration Testing
## Workflow 1: External Kubernetes Pentest
```
[Scope Definition] --> [Reconnaissance] --> [Service Discovery]
| | |
v v v
Define targets DNS, OSINT, nmap 6443,8443
Rules of engagement cloud metadata 10250,2379,30000+
| | |
+---------------------+--------------------+
|
v
[Automated Scanning]
kube-hunter --remote
kubescape scan
kube-bench (if access)
|
+---------+---------+
| |
v v
[API Server Tests] [Kubelet Tests]
Anonymous auth Unauthenticated access
RBAC enumeration Command execution
Token theft Pod listing
| |
+-------------------+
|
v
[Exploitation]
Deploy privileged pod
Extract secrets
Pivot to other namespaces
|
v
[Report and Remediate]
```
## Workflow 2: Internal/Assumed-Breach Testing
```
Step 1: Initial Pod Access
- Deploy test pod in target namespace
- Collect service account token
- Enumerate permissions: kubectl auth can-i --list
Step 2: Internal Reconnaissance
- List namespaces, pods, services
- Discover internal services via DNS
- Check metadata endpoints (cloud IMDS)
- Identify NetworkPolicy gaps
Step 3: Privilege Escalation
- Check for wildcard RBAC roles
- Test service account token from other pods
- Attempt to create privileged pods
- Check for vulnerable admission controllers
Step 4: Lateral Movement
- Access services in other namespaces
- Extract secrets and configmaps
- Attempt container escape
- Access cloud provider metadata
Step 5: Impact Assessment
- Demonstrate data access (secrets, PVCs)
- Show cluster-wide compromise path
- Document attack chain
```
## Workflow 3: Pentest Cleanup
```
[Testing Complete]
|
v
[Remove all pentest pods]
kubectl delete pods -l purpose=pentest -A
|
v
[Remove test RBAC resources]
kubectl delete rolebinding pentest-rb
kubectl delete serviceaccount pentest-sa
|
v
[Verify cleanup]
kubectl get all -l purpose=pentest -A
|
v
[Document findings and hand off report]
```
@@ -0,0 +1,414 @@
#!/usr/bin/env python3
"""
Kubernetes Penetration Testing Automation Tool
Performs automated security checks against Kubernetes clusters
including RBAC enumeration, secret exposure, network policy gaps,
and misconfiguration detection.
"""
import subprocess
import json
import sys
from dataclasses import dataclass, field
from typing import Optional
@dataclass
class PentestFinding:
category: str
title: str
severity: str
details: str
impact: str
remediation: str
mitre_id: str = ""
@dataclass
class PentestReport:
findings: list = field(default_factory=list)
cluster_info: dict = field(default_factory=dict)
def run_kubectl(args: list, timeout: int = 30) -> tuple:
cmd = ["kubectl"] + args
try:
result = subprocess.run(cmd, capture_output=True, text=True, timeout=timeout)
return result.returncode, result.stdout.strip(), result.stderr.strip()
except (subprocess.TimeoutExpired, FileNotFoundError) as e:
return -1, "", str(e)
def run_kubectl_json(args: list) -> Optional[dict]:
rc, out, _ = run_kubectl(args + ["-o", "json"])
if rc != 0 or not out:
return None
try:
return json.loads(out)
except json.JSONDecodeError:
return None
def get_cluster_info(report: PentestReport):
"""Gather basic cluster information."""
rc, version_out, _ = run_kubectl(["version", "--short"])
if rc == 0:
report.cluster_info["version"] = version_out
rc, nodes_out, _ = run_kubectl(["get", "nodes", "-o", "wide", "--no-headers"])
if rc == 0:
report.cluster_info["nodes"] = len(nodes_out.split("\n"))
rc, ns_out, _ = run_kubectl(["get", "namespaces", "--no-headers"])
if rc == 0:
report.cluster_info["namespaces"] = len(ns_out.split("\n"))
def test_anonymous_access(report: PentestReport):
"""Test for anonymous API server access."""
print("[*] Testing anonymous API access...")
test_commands = [
(["get", "namespaces"], "List namespaces"),
(["get", "pods", "-A"], "List all pods"),
(["get", "secrets", "-A"], "List all secrets"),
(["get", "nodes"], "List nodes"),
]
for cmd, description in test_commands:
rc, out, err = run_kubectl(["--as=system:anonymous"] + cmd)
if rc == 0 and "Forbidden" not in err:
report.findings.append(PentestFinding(
category="Authentication",
title=f"Anonymous access allowed: {description}",
severity="CRITICAL",
details=f"Anonymous user can: {description}",
impact="Unauthenticated users can access cluster resources",
remediation="Disable anonymous authentication: --anonymous-auth=false",
mitre_id="T1078"
))
def test_rbac_misconfigurations(report: PentestReport):
"""Check for overly permissive RBAC configurations."""
print("[*] Testing RBAC configurations...")
# Check cluster role bindings for dangerous subjects
crbs = run_kubectl_json(["get", "clusterrolebindings"])
if crbs:
for crb in crbs.get("items", []):
name = crb["metadata"]["name"]
role_ref = crb.get("roleRef", {}).get("name", "")
subjects = crb.get("subjects", [])
for subject in subjects:
subject_name = subject.get("name", "")
subject_kind = subject.get("kind", "")
# Check for dangerous bindings
dangerous_subjects = [
"system:anonymous",
"system:unauthenticated",
"system:authenticated",
]
if subject_name in dangerous_subjects and role_ref in ("cluster-admin", "admin", "edit"):
report.findings.append(PentestFinding(
category="RBAC",
title=f"Dangerous ClusterRoleBinding: {name}",
severity="CRITICAL",
details=f"Subject '{subject_name}' bound to role '{role_ref}'",
impact="Broad access granted to anonymous or all authenticated users",
remediation=f"Remove or restrict ClusterRoleBinding '{name}'",
mitre_id="T1078.004"
))
# Check for wildcard permissions in ClusterRoles
cluster_roles = run_kubectl_json(["get", "clusterroles"])
if cluster_roles:
for cr in cluster_roles.get("items", []):
name = cr["metadata"]["name"]
if name.startswith("system:"):
continue
for rule in cr.get("rules", []):
verbs = rule.get("verbs", [])
resources = rule.get("resources", [])
api_groups = rule.get("apiGroups", [])
if "*" in verbs and "*" in resources:
report.findings.append(PentestFinding(
category="RBAC",
title=f"Wildcard ClusterRole: {name}",
severity="HIGH",
details=f"Role grants all verbs on all resources (apiGroups: {api_groups})",
impact="Effectively cluster-admin level access",
remediation="Apply least privilege - specify exact verbs and resources",
mitre_id="T1078.004"
))
def test_secret_exposure(report: PentestReport):
"""Check for exposed or poorly protected secrets."""
print("[*] Testing secret exposure...")
secrets = run_kubectl_json(["get", "secrets", "-A"])
if not secrets:
return
sa_token_count = 0
opaque_count = 0
for secret in secrets.get("items", []):
secret_type = secret.get("type", "")
name = secret["metadata"]["name"]
namespace = secret["metadata"]["namespace"]
if secret_type == "kubernetes.io/service-account-token":
sa_token_count += 1
# Check for secrets in environment variables
pods = run_kubectl_json(["get", "pods", "-A"])
if pods:
for pod in pods.get("items", []):
pod_name = pod["metadata"]["name"]
pod_ns = pod["metadata"]["namespace"]
for container in pod.get("spec", {}).get("containers", []):
for env in container.get("env", []):
value = env.get("value", "")
name_env = env.get("name", "").upper()
# Check for hardcoded sensitive values
sensitive_names = ["PASSWORD", "SECRET", "API_KEY", "TOKEN", "PRIVATE_KEY"]
if any(s in name_env for s in sensitive_names) and value and not env.get("valueFrom"):
report.findings.append(PentestFinding(
category="Secrets",
title=f"Hardcoded secret in pod env: {pod_ns}/{pod_name}",
severity="HIGH",
details=f"Container '{container.get('name')}' has hardcoded '{name_env}'",
impact="Secrets visible in pod spec, accessible via API",
remediation="Use Kubernetes Secrets or external secret store",
mitre_id="T1552.007"
))
def test_network_policies(report: PentestReport):
"""Check for missing or insufficient network policies."""
print("[*] Testing network policies...")
namespaces = run_kubectl_json(["get", "namespaces"])
if not namespaces:
return
for ns in namespaces.get("items", []):
ns_name = ns["metadata"]["name"]
if ns_name in ("kube-system", "kube-public", "kube-node-lease"):
continue
netpols = run_kubectl_json(["get", "networkpolicies", "-n", ns_name])
if not netpols or not netpols.get("items"):
report.findings.append(PentestFinding(
category="Network",
title=f"No NetworkPolicies in namespace: {ns_name}",
severity="MEDIUM",
details=f"Namespace '{ns_name}' has no network policies",
impact="All pod-to-pod traffic is allowed (flat network)",
remediation=f"Create default-deny NetworkPolicy in namespace '{ns_name}'",
mitre_id="T1046"
))
def test_pod_security(report: PentestReport):
"""Check for insecure pod configurations."""
print("[*] Testing pod security configurations...")
pods = run_kubectl_json(["get", "pods", "-A"])
if not pods:
return
for pod in pods.get("items", []):
pod_name = pod["metadata"]["name"]
pod_ns = pod["metadata"]["namespace"]
spec = pod.get("spec", {})
# Skip system namespaces
if pod_ns in ("kube-system", "kube-public", "falco-system"):
continue
# Check hostPID, hostNetwork, hostIPC
if spec.get("hostPID"):
report.findings.append(PentestFinding(
category="Pod Security",
title=f"hostPID enabled: {pod_ns}/{pod_name}",
severity="CRITICAL",
details="Pod shares host PID namespace",
impact="Can see and potentially interact with host processes",
remediation="Set hostPID: false",
mitre_id="T1611"
))
if spec.get("hostNetwork"):
report.findings.append(PentestFinding(
category="Pod Security",
title=f"hostNetwork enabled: {pod_ns}/{pod_name}",
severity="HIGH",
details="Pod shares host network namespace",
impact="Can access host network interfaces and services",
remediation="Set hostNetwork: false",
mitre_id="T1611"
))
for container in spec.get("containers", []):
sc = container.get("securityContext", {})
c_name = container.get("name", "")
if sc.get("privileged"):
report.findings.append(PentestFinding(
category="Pod Security",
title=f"Privileged container: {pod_ns}/{pod_name}/{c_name}",
severity="CRITICAL",
details="Container runs with full host privileges",
impact="Trivial container escape to host",
remediation="Set privileged: false, use specific capabilities",
mitre_id="T1611"
))
# Check automountServiceAccountToken
if spec.get("automountServiceAccountToken", True):
sa = spec.get("serviceAccountName", "default")
if sa == "default":
report.findings.append(PentestFinding(
category="Pod Security",
title=f"Default SA token mounted: {pod_ns}/{pod_name}",
severity="LOW",
details="Default service account token auto-mounted",
impact="Token accessible at /var/run/secrets/kubernetes.io/serviceaccount/token",
remediation="Set automountServiceAccountToken: false",
mitre_id="T1552.007"
))
def test_pss_enforcement(report: PentestReport):
"""Check Pod Security Standards enforcement on namespaces."""
print("[*] Testing PSS enforcement...")
namespaces = run_kubectl_json(["get", "namespaces"])
if not namespaces:
return
for ns in namespaces.get("items", []):
ns_name = ns["metadata"]["name"]
labels = ns["metadata"].get("labels", {})
if ns_name in ("kube-system", "kube-public", "kube-node-lease"):
continue
enforce = labels.get("pod-security.kubernetes.io/enforce")
if not enforce:
report.findings.append(PentestFinding(
category="PSS",
title=f"No PSS enforcement on namespace: {ns_name}",
severity="MEDIUM",
details=f"Namespace '{ns_name}' lacks PSA enforce label",
impact="No built-in restrictions on pod security contexts",
remediation=f"Label namespace with pod-security.kubernetes.io/enforce=baseline or restricted"
))
elif enforce == "privileged":
report.findings.append(PentestFinding(
category="PSS",
title=f"Privileged PSS on non-system namespace: {ns_name}",
severity="HIGH",
details=f"Namespace '{ns_name}' allows privileged pods",
impact="No restrictions on pod configurations",
remediation="Change PSS enforce level to baseline or restricted"
))
def print_report(report: PentestReport):
"""Print pentest results."""
print("\n" + "=" * 70)
print("KUBERNETES PENETRATION TEST REPORT")
print("=" * 70)
if report.cluster_info:
print(f"\nCluster Info:")
for k, v in report.cluster_info.items():
print(f" {k}: {v}")
print(f"\nTotal Findings: {len(report.findings)}")
severity_counts = {}
for f in report.findings:
severity_counts[f.severity] = severity_counts.get(f.severity, 0) + 1
for sev in ["CRITICAL", "HIGH", "MEDIUM", "LOW"]:
print(f" {sev}: {severity_counts.get(sev, 0)}")
print("=" * 70)
for severity in ["CRITICAL", "HIGH", "MEDIUM", "LOW"]:
findings = [f for f in report.findings if f.severity == severity]
if findings:
print(f"\n{severity} FINDINGS:")
print("-" * 70)
for f in findings:
print(f" [{f.category}] {f.title}")
print(f" Details: {f.details}")
print(f" Impact: {f.impact}")
print(f" Fix: {f.remediation}")
if f.mitre_id:
print(f" MITRE: {f.mitre_id}")
print()
def main():
print("[*] Kubernetes Penetration Testing Tool")
print("[*] Authorized testing only\n")
report = PentestReport()
get_cluster_info(report)
test_anonymous_access(report)
test_rbac_misconfigurations(report)
test_secret_exposure(report)
test_network_policies(report)
test_pod_security(report)
test_pss_enforcement(report)
print_report(report)
output = {
"cluster_info": report.cluster_info,
"summary": {
"total_findings": len(report.findings),
"critical": sum(1 for f in report.findings if f.severity == "CRITICAL"),
"high": sum(1 for f in report.findings if f.severity == "HIGH"),
"medium": sum(1 for f in report.findings if f.severity == "MEDIUM"),
"low": sum(1 for f in report.findings if f.severity == "LOW"),
},
"findings": [
{
"category": f.category,
"title": f.title,
"severity": f.severity,
"details": f.details,
"impact": f.impact,
"remediation": f.remediation,
"mitre_id": f.mitre_id,
}
for f in report.findings
],
}
with open("k8s_pentest_report.json", "w") as f:
json.dump(output, f, indent=2)
print("[*] Report saved to k8s_pentest_report.json")
critical_count = output["summary"]["critical"]
if critical_count > 0:
print(f"\n[!] {critical_count} CRITICAL findings require immediate attention")
sys.exit(1)
if __name__ == "__main__":
main()