BMAD-METHOD/bmad-system/security-compliance/enterprise-security-complia...

38 KiB

Enterprise Security & Compliance

Enterprise-Scale Security and Compliance Management for Enhanced BMAD System

The Enterprise Security & Compliance module provides sophisticated enterprise-grade security and compliance capabilities that ensure comprehensive protection, regulatory compliance, and risk management across all organizational assets with zero-trust architecture, automated compliance monitoring, and intelligent threat detection.

Enterprise Security & Compliance Architecture

Comprehensive Security and Compliance Framework

enterprise_security_compliance:
  security_domains:
    zero_trust_architecture:
      - identity_and_access_management: "Comprehensive identity and access management with zero trust"
      - network_security_segmentation: "Micro-segmentation and network security controls"
      - device_security_management: "Device security and endpoint protection management"
      - data_protection_and_encryption: "Data protection, encryption, and data loss prevention"
      - application_security_controls: "Application security controls and secure development"
      
    threat_detection_and_response:
      - advanced_threat_detection: "AI-powered advanced threat detection and analysis"
      - behavioral_analytics: "User and entity behavioral analytics for anomaly detection"
      - threat_intelligence_integration: "Threat intelligence feeds and correlation"
      - incident_response_automation: "Automated incident response and orchestration"
      - forensics_and_investigation: "Digital forensics and security investigation capabilities"
      
    vulnerability_management:
      - continuous_vulnerability_scanning: "Continuous vulnerability assessment and scanning"
      - patch_management_automation: "Automated patch management and deployment"
      - penetration_testing_automation: "Automated penetration testing and red team exercises"
      - security_configuration_management: "Security configuration and hardening management"
      - third_party_risk_assessment: "Third-party vendor security risk assessment"
      
    data_security_and_privacy:
      - data_classification_and_labeling: "Automated data classification and labeling"
      - data_loss_prevention: "Data loss prevention and data exfiltration protection"
      - privacy_compliance_automation: "Privacy compliance automation and monitoring"
      - data_retention_and_deletion: "Automated data retention and secure deletion"
      - cross_border_data_protection: "Cross-border data transfer protection and compliance"
      
    application_security:
      - secure_development_lifecycle: "Secure software development lifecycle integration"
      - static_and_dynamic_analysis: "Static and dynamic application security testing"
      - api_security_management: "API security management and protection"
      - container_and_cloud_security: "Container and cloud-native security controls"
      - software_composition_analysis: "Software composition analysis and dependency scanning"
      
  compliance_domains:
    regulatory_compliance:
      - gdpr_compliance_automation: "GDPR compliance automation and monitoring"
      - hipaa_compliance_management: "HIPAA compliance management and controls"
      - sox_compliance_automation: "SOX compliance automation and reporting"
      - pci_dss_compliance: "PCI DSS compliance management and validation"
      - iso27001_compliance: "ISO 27001 compliance management and certification"
      
    industry_standards_compliance:
      - nist_framework_implementation: "NIST Cybersecurity Framework implementation"
      - cis_controls_compliance: "CIS Controls compliance and benchmarking"
      - cobit_governance_compliance: "COBIT governance framework compliance"
      - itil_process_compliance: "ITIL process compliance and service management"
      - cloud_security_standards: "Cloud security standards compliance (CSA, FedRAMP)"
      
    audit_and_reporting:
      - continuous_compliance_monitoring: "Continuous compliance monitoring and reporting"
      - automated_audit_preparation: "Automated audit preparation and evidence collection"
      - compliance_gap_analysis: "Compliance gap analysis and remediation planning"
      - regulatory_reporting_automation: "Automated regulatory reporting and submissions"
      - compliance_dashboard_and_metrics: "Compliance dashboards and key metrics tracking"
      
    policy_and_governance:
      - security_policy_management: "Security policy management and lifecycle"
      - compliance_policy_automation: "Compliance policy automation and enforcement"
      - risk_management_framework: "Enterprise risk management framework"
      - security_governance_structure: "Security governance structure and committees"
      - third_party_compliance_management: "Third-party compliance management and oversight"
      
  automation_capabilities:
    security_automation:
      - threat_response_automation: "Automated threat response and containment"
      - security_orchestration: "Security orchestration and workflow automation"
      - vulnerability_remediation_automation: "Automated vulnerability remediation"
      - security_configuration_automation: "Automated security configuration and hardening"
      - incident_escalation_automation: "Automated incident escalation and notification"
      
    compliance_automation:
      - control_testing_automation: "Automated control testing and validation"
      - evidence_collection_automation: "Automated evidence collection and management"
      - compliance_reporting_automation: "Automated compliance reporting and dashboard"
      - gap_remediation_automation: "Automated compliance gap remediation"
      - audit_trail_automation: "Automated audit trail generation and maintenance"
      
    risk_automation:
      - risk_assessment_automation: "Automated risk assessment and scoring"
      - risk_monitoring_automation: "Continuous risk monitoring and alerting"
      - risk_mitigation_automation: "Automated risk mitigation and controls"
      - business_impact_analysis: "Automated business impact analysis"
      - risk_reporting_automation: "Automated risk reporting and dashboards"
      
  integration_capabilities:
    security_tool_integration:
      - siem_platform_integration: "SIEM platform integration and correlation"
      - endpoint_protection_integration: "Endpoint protection platform integration"
      - network_security_integration: "Network security tools integration"
      - cloud_security_integration: "Cloud security platform integration"
      - identity_provider_integration: "Identity provider and SSO integration"
      
    compliance_system_integration:
      - grc_platform_integration: "GRC platform integration and synchronization"
      - audit_management_integration: "Audit management system integration"
      - document_management_integration: "Document management system integration"
      - workflow_management_integration: "Workflow management system integration"
      - reporting_platform_integration: "Reporting platform integration"
      
    business_system_integration:
      - erp_system_security_integration: "ERP system security integration"
      - crm_security_integration: "CRM system security integration"
      - hr_system_integration: "HR system integration for identity management"
      - financial_system_integration: "Financial system security integration"
      - supply_chain_security_integration: "Supply chain security integration"

Enterprise Security & Compliance Implementation

import asyncio
import hashlib
import json
import yaml
import pandas as pd
import numpy as np
from typing import Dict, List, Any, Optional, Tuple, Union
from dataclasses import dataclass, field
from enum import Enum
from datetime import datetime, timedelta
import uuid
from collections import defaultdict, deque
import logging
from abc import ABC, abstractmethod
import cryptography
from cryptography.fernet import Fernet
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.primitives.kdf.pbkdf2 import PBKDF2HMAC
import base64
import re
import socket
import ssl

class SecurityLevel(Enum):
    PUBLIC = "public"
    INTERNAL = "internal"
    CONFIDENTIAL = "confidential"
    RESTRICTED = "restricted"
    TOP_SECRET = "top_secret"

class ComplianceFramework(Enum):
    GDPR = "gdpr"
    HIPAA = "hipaa"
    SOX = "sox"
    PCI_DSS = "pci_dss"
    ISO27001 = "iso27001"
    NIST = "nist"
    CIS = "cis"
    COBIT = "cobit"

class ThreatLevel(Enum):
    CRITICAL = "critical"
    HIGH = "high"
    MEDIUM = "medium"
    LOW = "low"
    INFORMATIONAL = "informational"

class IncidentStatus(Enum):
    OPEN = "open"
    INVESTIGATING = "investigating"
    CONTAINED = "contained"
    RESOLVED = "resolved"
    CLOSED = "closed"

@dataclass
class SecurityIncident:
    """
    Represents a security incident with all relevant information
    """
    incident_id: str
    title: str
    description: str
    threat_level: ThreatLevel
    status: IncidentStatus
    affected_systems: List[str]
    detection_time: datetime
    response_time: Optional[datetime] = None
    containment_time: Optional[datetime] = None
    resolution_time: Optional[datetime] = None
    indicators_of_compromise: List[str] = field(default_factory=list)
    attack_vectors: List[str] = field(default_factory=list)
    impact_assessment: Dict[str, Any] = field(default_factory=dict)
    response_actions: List[Dict[str, Any]] = field(default_factory=list)
    lessons_learned: List[str] = field(default_factory=list)

@dataclass
class ComplianceControl:
    """
    Represents a compliance control with implementation details
    """
    control_id: str
    name: str
    framework: ComplianceFramework
    category: str
    description: str
    implementation_guidance: str
    testing_procedures: List[str]
    evidence_requirements: List[str] = field(default_factory=list)
    automation_possible: bool = False
    frequency: str = "annual"
    responsibility: str = ""
    current_status: str = "not_implemented"
    last_tested: Optional[datetime] = None
    next_test_due: Optional[datetime] = None

@dataclass
class SecurityAssessment:
    """
    Results of comprehensive security assessment
    """
    assessment_id: str
    timestamp: datetime
    scope: Dict[str, Any]
    security_posture_score: float
    compliance_scores: Dict[ComplianceFramework, float]
    vulnerabilities: List[Dict[str, Any]] = field(default_factory=list)
    threats_identified: List[Dict[str, Any]] = field(default_factory=list)
    control_effectiveness: Dict[str, float] = field(default_factory=dict)
    recommendations: List[Dict[str, Any]] = field(default_factory=list)
    risk_register: List[Dict[str, Any]] = field(default_factory=list)

class EnterpriseSecurityCompliance:
    """
    Enterprise-scale security and compliance management system
    """
    
    def __init__(self, claude_code_interface, config=None):
        self.claude_code = claude_code_interface
        self.config = config or {
            'zero_trust_enabled': True,
            'continuous_monitoring': True,
            'automated_response': True,
            'compliance_frameworks': [
                ComplianceFramework.GDPR,
                ComplianceFramework.ISO27001,
                ComplianceFramework.SOX
            ],
            'threat_intelligence_feeds': True,
            'encryption_required': True,
            'audit_retention_years': 7,
            'incident_response_sla_hours': 4
        }
        
        # Core security components
        self.zero_trust_engine = ZeroTrustEngine(self.config)
        self.threat_detection_engine = ThreatDetectionEngine(self.config)
        self.vulnerability_manager = VulnerabilityManager(self.claude_code, self.config)
        self.incident_response_system = IncidentResponseSystem(self.config)
        
        # Compliance components
        self.compliance_engine = ComplianceEngine(self.config)
        self.audit_manager = AuditManager(self.config)
        self.policy_manager = SecurityPolicyManager(self.claude_code, self.config)
        self.risk_manager = SecurityRiskManager(self.config)
        
        # Data protection and privacy
        self.data_protection_engine = DataProtectionEngine(self.config)
        self.privacy_manager = PrivacyManager(self.config)
        self.encryption_service = EncryptionService(self.config)
        self.access_control_manager = AccessControlManager(self.config)
        
        # Automation and orchestration
        self.security_automation_engine = SecurityAutomationEngine(self.config)
        self.compliance_automation = ComplianceAutomation(self.config)
        self.orchestration_engine = SecurityOrchestrationEngine(self.config)
        
        # Monitoring and analytics
        self.security_monitor = SecurityMonitor(self.config)
        self.compliance_monitor = ComplianceMonitor(self.config)
        self.security_analytics = SecurityAnalytics(self.config)
        self.threat_intelligence = ThreatIntelligence(self.config)
        
        # State management
        self.incident_repository = IncidentRepository()
        self.compliance_repository = ComplianceRepository()
        self.assessment_history = []
        self.active_threats = {}
        
        # Integration and reporting
        self.integration_manager = SecurityIntegrationManager(self.config)
        self.reporting_engine = SecurityReportingEngine(self.config)
        self.dashboard_service = SecurityDashboardService(self.config)
        
    async def implement_enterprise_security(self, security_requirements, organizational_context):
        """
        Implement comprehensive enterprise security framework
        """
        security_implementation = {
            'implementation_id': generate_uuid(),
            'start_time': datetime.utcnow(),
            'security_requirements': security_requirements,
            'organizational_context': organizational_context,
            'zero_trust_implementation': {},
            'security_controls': {},
            'compliance_implementation': {},
            'monitoring_setup': {}
        }
        
        try:
            # Analyze security requirements
            security_analysis = await self.analyze_security_requirements(
                security_requirements,
                organizational_context
            )
            security_implementation['security_analysis'] = security_analysis
            
            # Implement zero trust architecture
            zero_trust_implementation = await self.zero_trust_engine.implement_zero_trust(
                security_analysis
            )
            security_implementation['zero_trust_implementation'] = zero_trust_implementation
            
            # Implement security controls
            security_controls = await self.implement_security_controls(
                security_analysis,
                zero_trust_implementation
            )
            security_implementation['security_controls'] = security_controls
            
            # Implement compliance framework
            compliance_implementation = await self.compliance_engine.implement_compliance_framework(
                security_analysis,
                self.config['compliance_frameworks']
            )
            security_implementation['compliance_implementation'] = compliance_implementation
            
            # Setup threat detection and response
            threat_detection_setup = await self.setup_threat_detection_and_response(
                security_analysis,
                security_controls
            )
            security_implementation['threat_detection_setup'] = threat_detection_setup
            
            # Setup data protection and privacy
            data_protection_setup = await self.setup_data_protection_and_privacy(
                security_analysis
            )
            security_implementation['data_protection_setup'] = data_protection_setup
            
            # Configure security automation
            automation_setup = await self.setup_security_automation(
                security_controls,
                compliance_implementation
            )
            security_implementation['automation_setup'] = automation_setup
            
            # Setup monitoring and analytics
            monitoring_setup = await self.setup_security_monitoring(
                security_implementation
            )
            security_implementation['monitoring_setup'] = monitoring_setup
            
        except Exception as e:
            security_implementation['error'] = str(e)
        
        finally:
            security_implementation['end_time'] = datetime.utcnow()
            security_implementation['implementation_duration'] = (
                security_implementation['end_time'] - security_implementation['start_time']
            ).total_seconds()
        
        return security_implementation
    
    async def analyze_security_requirements(self, security_requirements, organizational_context):
        """
        Analyze security requirements and organizational context
        """
        security_analysis = {
            'threat_landscape': {},
            'regulatory_requirements': [],
            'business_requirements': {},
            'technical_requirements': {},
            'risk_tolerance': {},
            'security_maturity': {},
            'implementation_priorities': []
        }
        
        # Analyze threat landscape
        threat_landscape = await self.analyze_threat_landscape(
            organizational_context
        )
        security_analysis['threat_landscape'] = threat_landscape
        
        # Identify regulatory requirements
        regulatory_requirements = await self.identify_regulatory_requirements(
            organizational_context
        )
        security_analysis['regulatory_requirements'] = regulatory_requirements
        
        # Analyze business requirements
        business_requirements = await self.analyze_business_security_requirements(
            security_requirements,
            organizational_context
        )
        security_analysis['business_requirements'] = business_requirements
        
        # Analyze technical requirements
        technical_requirements = await self.analyze_technical_security_requirements(
            security_requirements
        )
        security_analysis['technical_requirements'] = technical_requirements
        
        # Assess risk tolerance
        risk_tolerance = await self.assess_organizational_risk_tolerance(
            organizational_context
        )
        security_analysis['risk_tolerance'] = risk_tolerance
        
        # Assess security maturity
        security_maturity = await self.assess_security_maturity(
            organizational_context
        )
        security_analysis['security_maturity'] = security_maturity
        
        return security_analysis
    
    async def perform_security_assessment(self, assessment_scope, assessment_type="comprehensive"):
        """
        Perform comprehensive security and compliance assessment
        """
        assessment = SecurityAssessment(
            assessment_id=generate_uuid(),
            timestamp=datetime.utcnow(),
            scope=assessment_scope,
            security_posture_score=0.0,
            compliance_scores={}
        )
        
        try:
            # Assess security posture
            security_posture = await self.assess_security_posture(assessment_scope)
            assessment.security_posture_score = security_posture['overall_score']
            
            # Assess compliance for each framework
            for framework in self.config['compliance_frameworks']:
                compliance_score = await self.compliance_engine.assess_compliance(
                    framework,
                    assessment_scope
                )
                assessment.compliance_scores[framework] = compliance_score
            
            # Identify vulnerabilities
            vulnerabilities = await self.vulnerability_manager.scan_vulnerabilities(
                assessment_scope
            )
            assessment.vulnerabilities = vulnerabilities
            
            # Identify threats
            threats_identified = await self.threat_detection_engine.identify_threats(
                assessment_scope
            )
            assessment.threats_identified = threats_identified
            
            # Assess control effectiveness
            control_effectiveness = await self.assess_control_effectiveness(
                assessment_scope
            )
            assessment.control_effectiveness = control_effectiveness
            
            # Generate recommendations
            recommendations = await self.generate_security_recommendations(
                assessment
            )
            assessment.recommendations = recommendations
            
            # Update risk register
            risk_register = await self.risk_manager.update_risk_register(
                assessment
            )
            assessment.risk_register = risk_register
            
        except Exception as e:
            assessment.scope['error'] = str(e)
        
        finally:
            # Store assessment history
            self.assessment_history.append(assessment)
        
        return assessment
    
    async def handle_security_incident(self, incident_data):
        """
        Handle security incident through automated response and investigation
        """
        incident_handling = {
            'handling_id': generate_uuid(),
            'start_time': datetime.utcnow(),
            'incident_data': incident_data,
            'detection_analysis': {},
            'containment_actions': [],
            'investigation_results': {},
            'remediation_actions': []
        }
        
        try:
            # Create incident record
            incident = await self.create_incident_record(incident_data)
            incident_handling['incident'] = incident
            
            # Perform initial detection analysis
            detection_analysis = await self.threat_detection_engine.analyze_incident(
                incident_data
            )
            incident_handling['detection_analysis'] = detection_analysis
            
            # Determine incident severity and classification
            incident_classification = await self.classify_incident(
                incident,
                detection_analysis
            )
            incident_handling['incident_classification'] = incident_classification
            
            # Execute immediate containment actions
            if incident_classification['threat_level'] in [ThreatLevel.CRITICAL, ThreatLevel.HIGH]:
                containment_actions = await self.incident_response_system.execute_containment(
                    incident,
                    incident_classification
                )
                incident_handling['containment_actions'] = containment_actions
            
            # Perform detailed investigation
            investigation_results = await self.perform_incident_investigation(
                incident,
                detection_analysis
            )
            incident_handling['investigation_results'] = investigation_results
            
            # Execute remediation actions
            remediation_actions = await self.execute_incident_remediation(
                incident,
                investigation_results
            )
            incident_handling['remediation_actions'] = remediation_actions
            
            # Update incident status
            await self.update_incident_status(
                incident,
                IncidentStatus.RESOLVED
            )
            
            # Generate lessons learned
            lessons_learned = await self.generate_lessons_learned(
                incident_handling
            )
            incident_handling['lessons_learned'] = lessons_learned
            
            # Update threat intelligence
            await self.threat_intelligence.update_from_incident(
                incident_handling
            )
            
        except Exception as e:
            incident_handling['error'] = str(e)
        
        finally:
            incident_handling['end_time'] = datetime.utcnow()
            incident_handling['handling_duration'] = (
                incident_handling['end_time'] - incident_handling['start_time']
            ).total_seconds()
        
        return incident_handling
    
    async def create_incident_record(self, incident_data):
        """
        Create structured incident record
        """
        incident = SecurityIncident(
            incident_id=generate_uuid(),
            title=incident_data.get('title', 'Security Incident'),
            description=incident_data.get('description', ''),
            threat_level=ThreatLevel(incident_data.get('threat_level', 'medium')),
            status=IncidentStatus.OPEN,
            affected_systems=incident_data.get('affected_systems', []),
            detection_time=datetime.utcnow(),
            indicators_of_compromise=incident_data.get('iocs', []),
            attack_vectors=incident_data.get('attack_vectors', [])
        )
        
        # Store incident in repository
        await self.incident_repository.store_incident(incident)
        
        return incident
    
    async def ensure_compliance_framework(self, framework: ComplianceFramework):
        """
        Ensure compliance with specific regulatory framework
        """
        compliance_implementation = {
            'framework': framework,
            'implementation_id': generate_uuid(),
            'start_time': datetime.utcnow(),
            'controls_implemented': [],
            'policies_created': [],
            'procedures_established': [],
            'monitoring_configured': {},
            'compliance_score': 0.0
        }
        
        try:
            # Get framework requirements
            framework_requirements = await self.compliance_engine.get_framework_requirements(
                framework
            )
            
            # Implement required controls
            for requirement in framework_requirements:
                control_implementation = await self.implement_compliance_control(
                    requirement,
                    framework
                )
                compliance_implementation['controls_implemented'].append(control_implementation)
            
            # Create compliance policies
            policies = await self.policy_manager.create_compliance_policies(
                framework,
                framework_requirements
            )
            compliance_implementation['policies_created'] = policies
            
            # Establish compliance procedures
            procedures = await self.establish_compliance_procedures(
                framework,
                framework_requirements
            )
            compliance_implementation['procedures_established'] = procedures
            
            # Configure compliance monitoring
            monitoring_config = await self.compliance_monitor.configure_framework_monitoring(
                framework,
                framework_requirements
            )
            compliance_implementation['monitoring_configured'] = monitoring_config
            
            # Calculate initial compliance score
            compliance_score = await self.compliance_engine.calculate_compliance_score(
                framework,
                compliance_implementation
            )
            compliance_implementation['compliance_score'] = compliance_score
            
        except Exception as e:
            compliance_implementation['error'] = str(e)
        
        finally:
            compliance_implementation['end_time'] = datetime.utcnow()
            compliance_implementation['implementation_duration'] = (
                compliance_implementation['end_time'] - compliance_implementation['start_time']
            ).total_seconds()
        
        return compliance_implementation
    
    async def generate_security_recommendations(self, assessment: SecurityAssessment):
        """
        Generate intelligent security improvement recommendations
        """
        recommendations = []
        
        # Analyze security posture for recommendations
        if assessment.security_posture_score < 0.8:
            posture_recommendations = await self.generate_posture_improvement_recommendations(
                assessment
            )
            recommendations.extend(posture_recommendations)
        
        # Analyze compliance scores for recommendations
        for framework, score in assessment.compliance_scores.items():
            if score < 0.9:  # Below compliance threshold
                compliance_recommendations = await self.generate_compliance_recommendations(
                    framework,
                    score,
                    assessment
                )
                recommendations.extend(compliance_recommendations)
        
        # Analyze vulnerabilities for recommendations
        if assessment.vulnerabilities:
            vulnerability_recommendations = await self.generate_vulnerability_recommendations(
                assessment.vulnerabilities
            )
            recommendations.extend(vulnerability_recommendations)
        
        # Analyze threats for recommendations
        if assessment.threats_identified:
            threat_recommendations = await self.generate_threat_mitigation_recommendations(
                assessment.threats_identified
            )
            recommendations.extend(threat_recommendations)
        
        # Prioritize recommendations
        prioritized_recommendations = await self.prioritize_security_recommendations(
            recommendations
        )
        
        return prioritized_recommendations

class ZeroTrustEngine:
    """
    Implements zero trust security architecture
    """
    
    def __init__(self, config):
        self.config = config
        
    async def implement_zero_trust(self, security_analysis):
        """
        Implement comprehensive zero trust architecture
        """
        zero_trust_implementation = {
            'identity_verification': {},
            'device_verification': {},
            'network_segmentation': {},
            'data_protection': {},
            'application_security': {},
            'monitoring_and_analytics': {}
        }
        
        # Implement identity verification
        identity_verification = await self.implement_identity_verification(
            security_analysis
        )
        zero_trust_implementation['identity_verification'] = identity_verification
        
        # Implement device verification
        device_verification = await self.implement_device_verification(
            security_analysis
        )
        zero_trust_implementation['device_verification'] = device_verification
        
        # Implement network segmentation
        network_segmentation = await self.implement_network_segmentation(
            security_analysis
        )
        zero_trust_implementation['network_segmentation'] = network_segmentation
        
        # Implement data protection
        data_protection = await self.implement_data_protection(
            security_analysis
        )
        zero_trust_implementation['data_protection'] = data_protection
        
        return zero_trust_implementation
    
    async def implement_identity_verification(self, security_analysis):
        """
        Implement comprehensive identity verification
        """
        identity_verification = {
            'multi_factor_authentication': True,
            'single_sign_on': True,
            'privileged_access_management': True,
            'identity_governance': True,
            'behavioral_analytics': True
        }
        
        # Configure MFA requirements
        mfa_config = {
            'required_factors': 2,
            'supported_methods': ['sms', 'email', 'authenticator_app', 'hardware_token'],
            'risk_based_authentication': True,
            'adaptive_authentication': True
        }
        identity_verification['mfa_config'] = mfa_config
        
        # Configure SSO
        sso_config = {
            'protocol': 'SAML2.0',
            'identity_provider': 'enterprise_idp',
            'federation_enabled': True,
            'session_management': True
        }
        identity_verification['sso_config'] = sso_config
        
        return identity_verification

class ThreatDetectionEngine:
    """
    Advanced threat detection and analysis engine
    """
    
    def __init__(self, config):
        self.config = config
        self.ml_models = {}
        self.threat_signatures = {}
        
    async def identify_threats(self, assessment_scope):
        """
        Identify potential threats in the environment
        """
        threats_identified = []
        
        # Network-based threat detection
        network_threats = await self.detect_network_threats(assessment_scope)
        threats_identified.extend(network_threats)
        
        # Endpoint-based threat detection
        endpoint_threats = await self.detect_endpoint_threats(assessment_scope)
        threats_identified.extend(endpoint_threats)
        
        # Application-based threat detection
        application_threats = await self.detect_application_threats(assessment_scope)
        threats_identified.extend(application_threats)
        
        # Behavioral anomaly detection
        behavioral_threats = await self.detect_behavioral_anomalies(assessment_scope)
        threats_identified.extend(behavioral_threats)
        
        return threats_identified
    
    async def detect_network_threats(self, assessment_scope):
        """
        Detect network-based threats
        """
        network_threats = []
        
        # Simulate network threat detection
        # In practice, this would integrate with network monitoring tools
        
        sample_threat = {
            'threat_id': generate_uuid(),
            'type': 'network_intrusion',
            'severity': 'high',
            'description': 'Suspicious network traffic detected',
            'source_ip': '192.168.1.100',
            'destination_ip': '10.0.0.50',
            'protocol': 'TCP',
            'port': 22,
            'detection_time': datetime.utcnow(),
            'indicators': ['unusual_port_scanning', 'brute_force_attempt']
        }
        network_threats.append(sample_threat)
        
        return network_threats

def generate_uuid():
    """Generate a UUID string"""
    return str(uuid.uuid4())

# Additional classes would be implemented here:
# - VulnerabilityManager
# - IncidentResponseSystem
# - ComplianceEngine
# - AuditManager
# - SecurityPolicyManager
# - SecurityRiskManager
# - DataProtectionEngine
# - PrivacyManager
# - EncryptionService
# - AccessControlManager
# - SecurityAutomationEngine
# - ComplianceAutomation
# - SecurityOrchestrationEngine
# - SecurityMonitor
# - ComplianceMonitor
# - SecurityAnalytics
# - ThreatIntelligence
# - IncidentRepository
# - ComplianceRepository
# - SecurityIntegrationManager
# - SecurityReportingEngine
# - SecurityDashboardService

Enterprise Security & Compliance Commands

# Zero trust architecture implementation
bmad security zero-trust --implement --identity-verification --device-security
bmad security zero-trust --network-segmentation --micro-segmentation
bmad security zero-trust --monitor --continuous --behavioral-analytics

# Threat detection and response
bmad security threat --detect --ai-powered --real-time
bmad security incident --respond --automated --orchestration
bmad security threat --intelligence --feeds-integration --correlation

# Vulnerability management
bmad security vulnerability --scan --continuous --automated
bmad security vulnerability --assess --prioritize --remediate
bmad security penetration-test --automated --red-team --simulation

# Compliance framework implementation
bmad compliance framework --implement "gdpr,sox,iso27001" --automated
bmad compliance assess --comprehensive --gap-analysis --remediation
bmad compliance monitor --continuous --real-time --dashboard

# Data protection and privacy
bmad security data --classify --label --automated
bmad security data --encrypt --protection --dlp
bmad privacy compliance --gdpr --ccpa --automated-monitoring

# Security governance and policy
bmad security policy --create --enterprise --lifecycle-management
bmad security governance --structure --committees --oversight
bmad security risk --assess --manage --continuous-monitoring

# Audit and reporting
bmad security audit --prepare --evidence-collection --automated
bmad compliance report --regulatory --automated --submission
bmad security metrics --dashboard --kpis --executive-reporting

# Security automation and orchestration
bmad security automate --response --orchestration --workflows
bmad security integrate --siem --endpoint --network-tools
bmad security monitor --real-time --analytics --alerting

# Identity and access management
bmad security identity --zero-trust --mfa --privileged-access
bmad security access --control --rbac --policy-enforcement
bmad security sso --federation --session-management

# Security testing and validation
bmad security test --automated --security-controls --effectiveness
bmad security validate --configuration --hardening --benchmarks
bmad security simulate --attack --scenarios --response-testing

This Enterprise Security & Compliance module provides sophisticated enterprise-grade security and compliance capabilities that ensure comprehensive protection, regulatory compliance, and risk management across all organizational assets with zero-trust architecture, automated compliance monitoring, and intelligent threat detection throughout the entire enterprise security ecosystem.