| import aiohttp |
| import asyncio |
| from modules.blockchain_logger import BlockchainLogger |
| from modules.threat_intelligence import ThreatIntelligence |
|
|
| class RealTimeThreatIntelligence: |
| def __init__(self, api_key): |
| self.api_key = api_key |
| self.base_url = "https://api.threatintelligence.com/v1" |
| self.blockchain_logger = BlockchainLogger() |
| self.threat_intelligence = ThreatIntelligence() |
|
|
| async def fetch_threat_data(self, endpoint): |
| headers = {"Authorization": f"Bearer {self.api_key}"} |
| async with aiohttp.ClientSession() as session: |
| async with session.get(f"{self.base_url}/{endpoint}", headers=headers) as response: |
| data = await response.json() |
| self.blockchain_logger.log_action(f"Fetched threat data from {endpoint}") |
| return data |
|
|
| async def get_latest_threats(self): |
| return await self.fetch_threat_data("latest-threats") |
|
|
| async def get_threat_by_id(self, threat_id): |
| return await self.fetch_threat_data(f"threats/{threat_id}") |
|
|
| def analyze_threats(self, threats): |
| analyzed_threats = sorted(threats, key=lambda x: x["severity"], reverse=True) |
| for threat in analyzed_threats: |
| threat["risk_score"] = self.calculate_risk_score(threat) |
| self.blockchain_logger.log_action("Analyzed threats") |
| return analyzed_threats |
|
|
| def calculate_risk_score(self, threat): |
| base_score = threat["severity"] * 10 |
| if threat["type"] == "malware": |
| base_score += 5 |
| elif threat["type"] == "phishing": |
| base_score += 3 |
| return base_score |
|
|
| async def update_attack_simulations(self): |
| latest_threats = await self.get_latest_threats() |
| analyzed_threats = self.analyze_threats(latest_threats) |
| updated_simulations = self.generate_attack_simulations(analyzed_threats) |
| self.blockchain_logger.log_action("Updated attack simulations") |
| return updated_simulations |
|
|
| def generate_attack_simulations(self, threats): |
| simulations = [] |
| for threat in threats: |
| if threat["risk_score"] > 80: |
| simulations.append("High-Risk Attack Simulation") |
| elif threat["risk_score"] > 50: |
| simulations.append("Medium-Risk Attack Simulation") |
| else: |
| simulations.append("Low-Risk Attack Simulation") |
| self.blockchain_logger.log_action("Generated attack simulations") |
| return simulations |
|
|
| async def integrate_with_new_components(self, new_component_data): |
| latest_threats = await self.threat_intelligence.get_threat_intelligence() |
| analyzed_threats = self.threat_intelligence.process_data(latest_threats) |
| updated_simulations = self.generate_attack_simulations(analyzed_threats) |
| return updated_simulations |
|
|
| def ensure_compatibility(self, existing_data, new_component_data): |
| compatible_data = { |
| "existing_data": existing_data, |
| "new_component_data": new_component_data |
| } |
| return compatible_data |
|
|
| |
|
|
