

Note to Developers: This guide provides a framework for building an automated security monitoring agent. Given the recent Cisco Unified CM (CallManager) vulnerability, organizations need to programmatically verify if their endpoints are exposed and if patch management systems have successfully deployed the fix.
Before implementing the monitoring scripts, ensure you have the following:
# Create a virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install production-ready libraries
pip install requests paramiko python-dotenv pydantic
# Initialize project
npm init -y
# Install dependencies
npm install axios dotenv node-ssh zod
# For TypeScript support
npm install --save-dev typescript ts-node @types/node
We will implement a Vulnerability Verification Agent. This agent checks a specific service version (the indicator of vulnerability) against a known secure baseline.
This script uses paramiko for secure SSH inspection and pydantic for strict data validation.
import os
import paramiko
from dotenv import load_dotenv
from pydantic import BaseModel, Field
from typing import Optional
# Load environment variables from .env file
load_dotenv()
class ScanResult(BaseModel):
"""Schema for validated scan results"""
hostname: str
is_vulnerable: bool
detected_version: str
status: str = "success"
error_message: Optional[str] = None
class CiscoScanner:
def __init__(self, host, username, password):
self.host = host
self.username = username
self.password = password
def check_version(self, secure_version: str) -> ScanResult:
"""
Connects via SSH and checks the software version.
In a real PoC scenario, this would check specific patch levels.
"""
client = paramiko.SSHClient()
client.set_missing_host_key_policy(paramiko.AutoAddPolicy())
try:
client.connect(self.host, username=self.username, password=self.password, timeout=10)
# Command to check Cisco software version
stdin, stdout, stderr = client.exec_command("show version | include Cisco IOS")
version_output = stdout.read().decode('utf-8').strip()
# Logic: If the detected version is less than the secure version
# This is a simplified comparison for demonstration
is_vulnerable = version_output < secure_version
return ScanResult(
hostname=self.host,
is_vulnerable=is_vulnerable,
detected_version=version_output or "Unknown"
)
except Exception as e:
return ScanResult(
hostname=self.host,
is_vulnerable=False, # Assume safe if we can't reach it, or handle as 'unknown'
detected_version="N/A",
status="error",
error_message=str(e)
)
finally:
client.close()
if __name__ == "__main__":
# Configuration (Loaded from Environment)
TARGET_HOST = os.getenv("CISCO_TARGET_HOST", "192.168.1.10")
SECURE_VER = os.getenv("SECURE_VERSION", "12.5(1)S")
scanner = CiscoScanner(
host=TARGET_HOST,
username=os.getenv("CISCO_USER"),
password=os.getenv("CISCO_PASS")
)
result = scanner.check_version(SECURE_VER)
print(f"Scan Result: {result.model_dump_json(indent=2)}")
This version uses axios for API-based checks (common if using Cisco's REST APIs) and zod for runtime type safety.
import axios from 'axios';
import * as dotenv from 'dotenv';
import { z } from 'zod';
dotenv.config();
// Define the schema for our security report
const ScanSchema = z.object({
ip: z.string().ip(),
vulnerable: z.boolean(),
version: z.string(),
timestamp: z.string(),
});
type ScanReport = z.infer<typeof ScanSchema>;
class CiscoSecurityMonitor {
private baseUrl: string;
private apiKey: string;
constructor() {
this.baseUrl = process.env.CISCO_API_URL || 'https://localhost:8443';
this.apiKey = process.env.CISCO_API_KEY || '';
}
/**
* Checks the Cisco Unified CM API for patch status
*/
async verifyPatchStatus(ip: string, minVersion: string): Promise<ScanReport> {
try {
// In a real scenario, we query the Cisco AXL or Web API
const response = await axios.get(`${this.baseUrl}/api/v1/system/version`, {
headers: { 'Authorization': `Bearer ${this.apiKey}` },
timeout: 5000,
// Note: In production, use proper CA certs instead of allowUnauthorized
httpsAgent: new (require('https').Agent)({ rejectUnauthorized: false })
});
const currentVersion = response.data.version;
const isVulnerable = currentVersion < minVersion;
// Validate data against our schema before returning
return ScanSchema.parse({
ip,
vulnerable: isVulnerable,
version: currentVersion,
timestamp: new Date().toISOString(),
});
} catch (error) {
console.error(`[ERROR] Failed to scan ${ip}:`, error instanceof Error ? error.message : error);
throw error;
}
}
}
// Execution Logic
async function run() {
const monitor = new CiscoSecurityMonitor();
try {
const report = await monitor.verifyPatchStatus('192.168.1.50', '12.5(1)S');
console.log('✅ Scan Complete:', JSON.stringify(report, null, 2));
} catch (err) {
console.error('❌ Scan Failed');
}
}
run();
Never hardcode credentials. Use a .env file in your project root.
.env Template:
# Cisco Connection Details
CISCO_TARGET_HOST=10.0.5.20
CISCO_USER=svc_security_scanner
CISCO_PASS=SuperSecretPassword123!
# API Configuration
CISCO_API_URL=https://ucm-cluster.internal:8443
CISCO_API_KEY=your_api_token_here
# Security Baseline
SECURE_VERSION=12.5(1)S
Add to .gitignore:
.env
node_modules/
__pycache__/
venv/
Network devices often drop connections during heavy loads.
# Python pattern for resilient connections
import time
def resilient_connect(scanner, retries=3):
for i in range(retries):
try:
return scanner.connect()
except Exception:
time.sleep(2 ** i) # Wait 1s, 2s, 4s...
raise Exception("Max retries exceeded")
When scanning hundreds of Unified CM nodes, use concurrency limits.
// TypeScript pattern for controlled concurrency
import pLimit from 'p-limit';
const limit = pLimit(5); // Only 5 concurrent scans at a time
const scanTasks = ips.map(ip => limit(() => monitor.verifyPatchStatus(ip, '12.5')));
const results = await Promise.all(scanTasks);
| Error | Cause | Solution |
|---|---|---|
Authentication Failed | Incorrect credentials or expired API token. | Check .env and verify service account permissions in Cisco CUCM. |
Connection Timeout | Firewall is blocking SSH (22) or HTTPS (443/8443). | Ensure your scanner IP is whitelisted in the Cisco ACLs. |
SSLError / Certificate Verify Failed | Cisco uses self-signed certificates. | In dev, use rejectUnauthorized: false. In production, import the Cisco CA cert into your trust store. |
ValidationError (Pydantic/Zod) | The device returned unexpected data format. | Update your Schema to match the actual CLI/API output of the device. |
admin accounts)..env files?is_vulnerable == true?Source: Security Week AI
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