Security Dashboards and Reporting

Effective visualization and reporting enable security teams to understand and respond to threats quickly.
// Security dashboard and reporting system
class SecurityDashboardSystem {
    
    // Real-time security dashboard
    @Composable
    fun SecurityDashboard() {
        val securityState = rememberSecurityState()
        
        Column(
            modifier = Modifier
                .fillMaxSize()
                .padding(16.dp)
        ) {
            // Header with overall security score
            SecurityScoreHeader(score = securityState.overallScore)
            
            // Alert summary
            ActiveAlertsCard(alerts = securityState.activeAlerts)
            
            // Threat map
            ThreatMapCard(threats = securityState.currentThreats)
            
            // Key metrics
            Row(
                modifier = Modifier.fillMaxWidth(),
                horizontalArrangement = Arrangement.SpaceEvenly
            ) {
                MetricCard(
                    title = "MTTR",
                    value = securityState.mttr,
                    trend = securityState.mttrTrend
                )
                
                MetricCard(
                    title = "Failed Logins",
                    value = securityState.failedLogins.toString(),
                    trend = securityState.loginTrend
                )
                
                MetricCard(
                    title = "Active Incidents",
                    value = securityState.activeIncidents.toString(),
                    trend = null
                )
            }
            
            // Recent incidents table
            RecentIncidentsTable(incidents = securityState.recentIncidents)
        }
    }
    
    // Automated reporting
    class SecurityReportGenerator {
        
        fun generateDailyReport(): SecurityReport {
            val yesterday = LocalDate.now().minusDays(1)
            
            return SecurityReport(
                period = ReportPeriod.Daily(yesterday),
                executiveSummary = generateExecutiveSummary(yesterday),
                incidentSummary = generateIncidentSummary(yesterday),
                threatAnalysis = generateThreatAnalysis(yesterday),
                metrics = collectMetrics(yesterday),
                recommendations = generateRecommendations(),
                appendices = generateAppendices()
            )
        }
        
        fun generateComplianceReport(framework: ComplianceFramework): ComplianceReport {
            return ComplianceReport(
                framework = framework,
                period = ReportPeriod.Monthly(YearMonth.now().minusMonths(1)),
                controlsAssessment = assessSecurityControls(framework),
                incidentImpact = assessIncidentImpact(framework),
                remediationProgress = trackRemediationProgress(),
                attestations = collectAttestations()
            )
        }
        
        private fun generateExecutiveSummary(date: LocalDate): ExecutiveSummary {
            val metrics = SecurityMetricsCollector().getMetricsForDate(date)
            
            return ExecutiveSummary(
                keyFindings = extractKeyFindings(metrics),
                riskPosture = assessRiskPosture(metrics),
                trendsAnalysis = analyzeTrends(metrics),
                actionItems = prioritizeActionItems(metrics)
            )
        }
    }
    
    // Alert fatigue prevention
    class AlertOptimizer {
        private val alertHistory = mutableListOf<Alert>()
        private val suppressionRules = mutableListOf<SuppressionRule>()
        
        fun shouldSendAlert(alert: Alert): Boolean {
            // Check suppression rules
            if (suppressionRules.any { it.matches(alert) }) {
                return false
            }
            
            // Check for duplicate alerts
            if (isDuplicate(alert)) {
                return false
            }
            
            // Check alert frequency
            if (isAlertStorm(alert)) {
                consolidateAlerts(alert.type)
                return false
            }
            
            // ML-based relevance scoring
            val relevanceScore = calculateRelevance(alert)
            if (relevanceScore < 0.6) {
                return false
            }
            
            alertHistory.add(alert)
            return true
        }
        
        private fun calculateRelevance(alert: Alert): Double {
            // Factors: severity, affected assets, time of day, historical accuracy
            val severityWeight = when (alert.severity) {
                Severity.CRITICAL -> 1.0
                Severity.HIGH -> 0.8
                Severity.MEDIUM -> 0.5
                Severity.LOW -> 0.3
            }
            
            val assetImportance = AssetManager.getImportance(alert.affectedAssets)
            val timeRelevance = calculateTimeRelevance(alert.timestamp)
            val historicalAccuracy = getHistoricalAccuracy(alert.type)
            
            return (severityWeight * 0.4 + 
                    assetImportance * 0.3 + 
                    timeRelevance * 0.1 + 
                    historicalAccuracy * 0.2)
        }
    }
}