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feat: add 5 new cybersecurity skills - secrets scanning CI/CD, Bluetooth assessment, DNS exfil Zeek, SOAR phishing, AD ACL abuse
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MIT License
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Copyright (c) 2025 Mahipal
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Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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---
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name: performing-bluetooth-security-assessment
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description: Assess Bluetooth Low Energy device security by scanning, enumerating GATT services, and detecting vulnerabilities
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domain: cybersecurity
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subdomain: wireless-security
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tags: [bluetooth, ble, gatt, wireless-security]
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version: "1.0"
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author: mahipal
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license: Apache-2.0
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---
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## Overview
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This skill covers performing Bluetooth Low Energy (BLE) security assessments using the Python bleak library. BLE devices are ubiquitous in IoT, healthcare, fitness, and smart home applications, and many ship with weak or absent security controls. This assessment identifies unencrypted GATT characteristics, devices broadcasting sensitive data, known vulnerable device fingerprints, and improperly secured pairing configurations.
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The agent uses bleak's asyncio API to discover nearby BLE devices, connect to target devices, enumerate all GATT services and characteristics, and analyze security properties of each characteristic. It flags characteristics that allow unauthenticated read/write access to sensitive data and identifies devices matching known vulnerable profiles.
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## Prerequisites
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- Python 3.9 or later
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- bleak library (`pip install bleak`)
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- Bluetooth adapter supporting BLE (Bluetooth 4.0+)
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- Linux: BlueZ 5.43+ with D-Bus permissions
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- Windows: Windows 10 version 1709+ with Bluetooth support
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- macOS: macOS 10.15+ with CoreBluetooth
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## Steps
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1. **Scan for BLE devices**: Use BleakScanner to discover all advertising BLE devices within range. Capture device name, address (MAC), RSSI signal strength, and advertised service UUIDs.
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2. **Identify target devices**: Filter discovered devices by name pattern, address, or minimum signal strength. Flag devices broadcasting default or well-known vulnerable names.
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3. **Connect and enumerate GATT services**: Use BleakClient to connect to the target device and iterate over all GATT services. For each service, record the UUID, description, and contained characteristics.
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4. **Analyze characteristic properties**: For each characteristic, examine its properties (read, write, write-without-response, notify, indicate). Flag characteristics that expose read or write access without requiring authentication or encryption.
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5. **Check for known vulnerable UUIDs**: Compare discovered service and characteristic UUIDs against a database of known vulnerable or sensitive services (Heart Rate, Blood Pressure, Device Information, Battery Level) that should require encryption.
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6. **Detect unencrypted data exposure**: Attempt to read characteristics that should be protected. Successful unauthenticated reads of sensitive data indicate missing security controls.
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7. **Generate security report**: Compile all findings into a structured JSON report with severity classifications and remediation recommendations.
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## Expected Output
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```json
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{
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"assessment_type": "ble_security_audit",
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"target_device": {
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"name": "SmartBand-XR",
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"address": "AA:BB:CC:DD:EE:FF",
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"rssi": -42
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},
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"services_found": 5,
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"characteristics_found": 18,
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"findings": [
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{
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"severity": "high",
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"finding": "Heart Rate Measurement readable without encryption",
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"uuid": "00002a37-0000-1000-8000-00805f9b34fb",
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"properties": ["read", "notify"],
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"remediation": "Enable encryption requirement on characteristic"
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}
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],
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"risk_score": 7.5
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}
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```
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# BLE Security Assessment API Reference
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## Bleak Python Library (v0.21+)
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### Device Discovery
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```python
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from bleak import BleakScanner
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# Scan with advertisement data
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devices = await BleakScanner.discover(timeout=10.0, return_adv=True)
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# Returns: dict[str, tuple[BLEDevice, AdvertisementData]]
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# Find specific device
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device = await BleakScanner.find_device_by_name("DeviceName", timeout=10.0)
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device = await BleakScanner.find_device_by_address("AA:BB:CC:DD:EE:FF", timeout=10.0)
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```
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### GATT Client Operations
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```python
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from bleak import BleakClient
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async with BleakClient(address, timeout=15.0) as client:
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# Enumerate services
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for service in client.services:
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print(service.uuid, service.description)
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for char in service.characteristics:
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print(char.uuid, char.properties, char.descriptors)
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# Read characteristic
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value = await client.read_gatt_char("00002a19-0000-1000-8000-00805f9b34fb")
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# Write characteristic
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await client.write_gatt_char(char_uuid, bytearray([0x01, 0x02]))
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# Subscribe to notifications
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await client.start_notify(char_uuid, callback)
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await client.stop_notify(char_uuid)
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```
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## Common GATT Service UUIDs
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| UUID (16-bit) | Service Name |
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|---------------|-------------|
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| `0x180D` | Heart Rate |
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| `0x1810` | Blood Pressure |
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| `0x1808` | Glucose |
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| `0x180F` | Battery Service |
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| `0x180A` | Device Information |
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| `0x1812` | Human Interface Device |
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| `0x1811` | Alert Notification |
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| `0x1802` | Immediate Alert |
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| `0x1803` | Link Loss |
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## BLE Security Modes
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| Mode | Level | Description |
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|------|-------|-------------|
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| LE Security Mode 1 | Level 1 | No security (no auth, no encryption) |
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| LE Security Mode 1 | Level 2 | Unauthenticated pairing with encryption |
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| LE Security Mode 1 | Level 3 | Authenticated pairing with encryption |
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| LE Security Mode 1 | Level 4 | Authenticated LE Secure Connections |
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| LE Security Mode 2 | Level 1 | Unauthenticated data signing |
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| LE Security Mode 2 | Level 2 | Authenticated data signing |
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## Linux BlueZ Commands
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```bash
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# Scan for BLE devices
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sudo hcitool lescan
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# Device info
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sudo hcitool leinfo AA:BB:CC:DD:EE:FF
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# Interactive GATT tool
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gatttool -b AA:BB:CC:DD:EE:FF -I
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> connect
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> primary # List services
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> characteristics # List characteristics
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> char-read-hnd 0x000e
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# btmgmt commands
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sudo btmgmt info
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sudo btmgmt find -l
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sudo btmgmt pair -c 3 -t 0 AA:BB:CC:DD:EE:FF
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```
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#!/usr/bin/env python3
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"""BLE security assessment using bleak for device scanning and GATT enumeration."""
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import argparse
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import asyncio
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import json
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import sys
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import time
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from bleak import BleakClient, BleakScanner
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from bleak.backends.characteristic import BleakGATTCharacteristic
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SENSITIVE_SERVICE_UUIDS = {
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"0000180d-0000-1000-8000-00805f9b34fb": "Heart Rate",
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"00001810-0000-1000-8000-00805f9b34fb": "Blood Pressure",
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"00001808-0000-1000-8000-00805f9b34fb": "Glucose",
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"00001809-0000-1000-8000-00805f9b34fb": "Health Thermometer",
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"0000180f-0000-1000-8000-00805f9b34fb": "Battery Service",
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"0000180a-0000-1000-8000-00805f9b34fb": "Device Information",
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"00001812-0000-1000-8000-00805f9b34fb": "Human Interface Device",
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"00001802-0000-1000-8000-00805f9b34fb": "Immediate Alert",
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}
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SENSITIVE_CHAR_UUIDS = {
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"00002a37-0000-1000-8000-00805f9b34fb": "Heart Rate Measurement",
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"00002a35-0000-1000-8000-00805f9b34fb": "Blood Pressure Measurement",
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"00002a18-0000-1000-8000-00805f9b34fb": "Glucose Measurement",
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"00002a1c-0000-1000-8000-00805f9b34fb": "Temperature Measurement",
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"00002a19-0000-1000-8000-00805f9b34fb": "Battery Level",
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"00002a29-0000-1000-8000-00805f9b34fb": "Manufacturer Name",
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"00002a26-0000-1000-8000-00805f9b34fb": "Firmware Revision",
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"00002a28-0000-1000-8000-00805f9b34fb": "Software Revision",
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"00002a25-0000-1000-8000-00805f9b34fb": "Serial Number",
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}
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VULNERABLE_DEVICE_PATTERNS = [
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"ITAG", "SmartLock", "BLE_Door", "FitBand", "iTag",
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"CC2541", "HM-10", "JDY-08", "AT-09", "MLT-BT05",
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]
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async def scan_devices(scan_time: float) -> list:
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devices = await BleakScanner.discover(timeout=scan_time, return_adv=True)
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results = []
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for addr, (device, adv_data) in devices.items():
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name = adv_data.local_name or device.name or "Unknown"
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vuln_match = None
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for pattern in VULNERABLE_DEVICE_PATTERNS:
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if pattern.lower() in name.lower():
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vuln_match = pattern
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break
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results.append({
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"address": str(addr),
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"name": name,
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"rssi": adv_data.rssi,
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"service_uuids": [str(u) for u in (adv_data.service_uuids or [])],
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"manufacturer_data": {str(k): v.hex() for k, v in (adv_data.manufacturer_data or {}).items()},
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"known_vulnerable_pattern": vuln_match,
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})
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results.sort(key=lambda d: d["rssi"], reverse=True)
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return results
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async def enumerate_gatt(device_address: str) -> dict:
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findings = []
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services_info = []
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total_chars = 0
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async with BleakClient(device_address, timeout=15.0) as client:
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if not client.is_connected:
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return {"error": f"Failed to connect to {device_address}"}
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for service in client.services:
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svc_uuid = str(service.uuid)
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svc_name = SENSITIVE_SERVICE_UUIDS.get(svc_uuid, service.description or "Unknown")
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is_sensitive_svc = svc_uuid in SENSITIVE_SERVICE_UUIDS
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chars_info = []
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for char in service.characteristics:
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total_chars += 1
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char_uuid = str(char.uuid)
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props = char.properties
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char_name = SENSITIVE_CHAR_UUIDS.get(char_uuid, char.description or "Unknown")
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is_sensitive_char = char_uuid in SENSITIVE_CHAR_UUIDS
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char_entry = {
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"uuid": char_uuid,
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"name": char_name,
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"properties": list(props),
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"handle": char.handle,
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}
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if is_sensitive_char and ("read" in props):
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findings.append({
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"severity": "high",
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"finding": f"{char_name} readable without encryption",
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"uuid": char_uuid,
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"service": svc_name,
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"properties": list(props),
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"remediation": "Enable encryption requirement on characteristic",
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})
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if "write-without-response" in props and is_sensitive_svc:
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findings.append({
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"severity": "critical",
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"finding": f"{char_name} writable without response in sensitive service",
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"uuid": char_uuid,
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"service": svc_name,
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"properties": list(props),
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"remediation": "Remove write-without-response or require authenticated pairing",
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})
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if "write" in props and not is_sensitive_svc:
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findings.append({
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"severity": "medium",
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"finding": f"{char_name} writable without known authentication",
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"uuid": char_uuid,
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"service": svc_name,
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"properties": list(props),
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"remediation": "Verify write access requires bonded connection",
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})
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chars_info.append(char_entry)
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services_info.append({
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"uuid": svc_uuid,
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"name": svc_name,
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"sensitive": is_sensitive_svc,
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"characteristics": chars_info,
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})
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severity_weights = {"critical": 10, "high": 7, "medium": 4, "low": 1}
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risk_total = sum(severity_weights.get(f["severity"], 0) for f in findings)
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risk_score = min(10.0, round(risk_total / max(len(findings), 1), 1))
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return {
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"services_found": len(services_info),
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"characteristics_found": total_chars,
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"services": services_info,
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"findings": findings,
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"risk_score": risk_score,
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}
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async def run_audit(device_address: str, scan_time: float) -> dict:
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scan_results = await scan_devices(scan_time)
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target = None
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for dev in scan_results:
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if dev["address"].upper() == device_address.upper():
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target = dev
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break
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if not target:
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return {"error": f"Device {device_address} not found in scan", "scanned_devices": len(scan_results)}
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gatt_result = await enumerate_gatt(device_address)
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return {
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"assessment_type": "ble_security_audit",
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"target_device": target,
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**gatt_result,
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}
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def main():
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parser = argparse.ArgumentParser(description="BLE Security Assessment Tool")
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parser.add_argument("--action", choices=["scan", "enumerate", "audit"],
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required=True, help="Action to perform")
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parser.add_argument("--scan-time", type=float, default=10.0,
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help="BLE scan duration in seconds")
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parser.add_argument("--device-address", type=str, default=None,
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help="Target BLE device address (MAC or UUID)")
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parser.add_argument("--output", type=str, default=None,
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help="Output JSON file path")
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args = parser.parse_args()
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if args.action in ("enumerate", "audit") and not args.device_address:
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print(json.dumps({"error": "Device address required for enumerate/audit"}))
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sys.exit(1)
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start = time.time()
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if args.action == "scan":
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result = asyncio.run(scan_devices(args.scan_time))
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output = {"action": "scan", "devices_found": len(result), "devices": result}
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elif args.action == "enumerate":
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result = asyncio.run(enumerate_gatt(args.device_address))
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output = {"action": "enumerate", "target": args.device_address, **result}
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elif args.action == "audit":
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output = asyncio.run(run_audit(args.device_address, args.scan_time))
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output["elapsed_seconds"] = round(time.time() - start, 2)
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report = json.dumps(output, indent=2)
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if args.output:
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with open(args.output, "w") as f:
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f.write(report)
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print(report)
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if __name__ == "__main__":
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main()
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