/** * Malicious Agent Detection System for A2A Protocol * * Implements comprehensive behavioral analysis and ML-based detection * to identify and isolate malicious agents within 3 consensus rounds. * * Features: * - Real-time behavioral pattern analysis * - Machine learning anomaly detection * - Byzantine fault tolerance detection * - Consensus-based malicious agent identification * - Automatic quarantine and recovery mechanisms */ /// import { EventEmitter } from "events"; import { A2AIdentity, A2AMessage } from "../../../core/a2a-security-manager.js"; export interface BehaviorProfile { agentId: string; agentType: string; establishedAt: Date; messageFrequency: { perMinute: number; perHour: number; perDay: number; variance: number; }; messagePatterns: { avgPayloadSize: number; messageTypes: Map; targetDistribution: Map; timePatterns: number[]; }; protocolCompliance: { signatureValidation: number; nonceCompliance: number; capabilityCompliance: number; sequenceCompliance: number; }; consensusBehavior: { participationRate: number; agreementRate: number; proposalQuality: number; responseLatency: number; viewChangeRate: number; }; networkBehavior: { connectionPatterns: Map; routingBehavior: number; resourceUsage: number; uplinkBandwidth: number; }; trustMetrics: { peerTrustScore: number; behaviorScore: number; reputationScore: number; volatilityScore: number; }; anomalyIndicators: { totalAnomalies: number; recentAnomalies: number; anomalyTypes: Map; severityDistribution: Map; }; } export interface MaliciousPattern { patternId: string; name: string; description: string; severity: "low" | "medium" | "high" | "critical"; detectionRules: DetectionRule[]; thresholds: Map; consensusRoundsToConfirm: number; } export interface DetectionRule { ruleId: string; metric: string; operator: "gt" | "lt" | "eq" | "ne" | "contains" | "pattern"; threshold: number | string; weight: number; timeWindow: number; } export interface MaliciousDetectionResult { agentId: string; detectedAt: Date; confidence: number; patterns: string[]; evidence: { behaviorDeviations: any[]; consensusViolations: any[]; protocolViolations: any[]; networkAnomalies: any[]; }; recommendedAction: "monitor" | "warn" | "restrict" | "quarantine" | "ban"; consensusRound: number; confirmedBy: string[]; } export interface ConsensusVote { voterId: string; targetAgentId: string; isMalicious: boolean; confidence: number; evidence: any; timestamp: Date; round: number; } export declare class MaliciousAgentDetector extends EventEmitter { private logger; private behaviorProfiles; private detectionPatterns; private detectionResults; private consensusVotes; private quarantinedAgents; private behaviorModel; private anomalyDetector; private consensusAnalyzer; private config; constructor(); /** * Initialize predefined malicious behavior patterns */ private initializeDetectionPatterns; /** * Initialize machine learning components */ private initializeMLComponents; /** * Start the main detection loop */ private startDetectionLoop; /** * Record agent behavior for analysis */ recordAgentBehavior(agentId: string, message: A2AMessage, identity: A2AIdentity, metadata?: any): Promise; /** * Perform consensus-based detection round */ private performDetectionRound; /** * Analyze agent behavior for malicious patterns */ private analyzeAgentBehavior; /** * Evaluate specific detection pattern against agent behavior */ private evaluateDetectionPattern; /** * Evaluate individual detection rule */ private evaluateDetectionRule; /** * Extract metric value from behavior profile */ private extractMetricValue; /** * Initiate consensus-based detection */ private initiateConsensusDetection; /** * Submit consensus vote for malicious agent detection */ submitConsensusVote(vote: ConsensusVote): Promise; /** * Process consensus votes and make decisions */ private processConsensusVotes; /** * Quarantine malicious agent */ private quarantineAgent; /** * Attempt to recover quarantined agent */ attemptRecovery(agentId: string): Promise; /** * Process recovery challenge response */ processRecoveryResponse(agentId: string, response: any): Promise; /** * Helper methods for behavior analysis */ private createInitialBehaviorProfile; private updateBehaviorProfile; private updateMovingAverage; private detectRealTimeAnomalies; private extractBehaviorDeviations; private extractConsensusViolations; private extractProtocolViolations; private extractNetworkAnomalies; private determineRecommendedAction; private updateMLModels; private generateRecoveryChallenge; private validateRecoveryResponse; /** * Public API methods */ getBehaviorProfile(agentId: string): BehaviorProfile | null; getDetectionResult(agentId: string): MaliciousDetectionResult | null; isQuarantined(agentId: string): boolean; getQuarantinedAgents(): string[]; getDetectionPatterns(): MaliciousPattern[]; getSystemStats(): Promise; private calculateAverageBehaviorScore; private calculateSystemHealth; } export { MaliciousAgentDetector, BehaviorProfile, MaliciousPattern, DetectionRule, MaliciousDetectionResult, ConsensusVote, }; //# sourceMappingURL=malicious-detection.d.ts.map