mitre detetction
This commit is contained in:
724
ghost-core/src/mitre_attack.rs
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724
ghost-core/src/mitre_attack.rs
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@@ -0,0 +1,724 @@
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use crate::{ProcessInfo, MemoryRegion, ThreadInfo, GhostError};
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use serde::{Deserialize, Serialize};
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use std::collections::HashMap;
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use std::time::{SystemTime, Duration};
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/// MITRE ATT&CK Framework Integration Engine
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/// Provides comprehensive technique mapping, threat actor profiling, and tactical analysis
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#[derive(Debug, Clone)]
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pub struct MitreAttackEngine {
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techniques: HashMap<String, AttackTechnique>,
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tactics: HashMap<String, AttackTactic>,
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threat_actors: HashMap<String, ThreatActor>,
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campaigns: HashMap<String, Campaign>,
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detection_rules: Vec<DetectionRule>,
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matrix_version: String,
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last_update: SystemTime,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct AttackTechnique {
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pub id: String,
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pub name: String,
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pub description: String,
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pub tactics: Vec<String>,
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pub platforms: Vec<Platform>,
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pub data_sources: Vec<DataSource>,
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pub detection_methods: Vec<DetectionMethod>,
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pub mitigations: Vec<Mitigation>,
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pub sub_techniques: Vec<String>,
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pub kill_chain_phases: Vec<KillChainPhase>,
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pub threat_actors: Vec<String>,
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pub references: Vec<Reference>,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct AttackTactic {
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pub id: String,
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pub name: String,
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pub description: String,
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pub techniques: Vec<String>,
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pub matrix_position: u8,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ThreatActor {
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pub id: String,
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pub name: String,
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pub aliases: Vec<String>,
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pub description: String,
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pub country: Option<String>,
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pub motivation: Vec<Motivation>,
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pub sophistication: SophisticationLevel,
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pub techniques: Vec<String>,
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pub campaigns: Vec<String>,
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pub first_seen: SystemTime,
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pub last_activity: SystemTime,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct Campaign {
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pub id: String,
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pub name: String,
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pub description: String,
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pub threat_actors: Vec<String>,
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pub techniques: Vec<String>,
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pub targets: Vec<Target>,
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pub timeline: CampaignTimeline,
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pub attribution_confidence: ConfidenceLevel,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum Platform {
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Windows,
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Linux,
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MacOS,
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Android,
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iOS,
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Cloud,
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Network,
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Container,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct DataSource {
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pub name: String,
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pub data_component: String,
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pub description: String,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct DetectionMethod {
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pub method_type: DetectionType,
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pub description: String,
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pub effectiveness: f32,
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pub false_positive_rate: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum DetectionType {
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SignatureBased,
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BehavioralAnalysis,
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AnomalyDetection,
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MachineLearning,
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HeuristicAnalysis,
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NetworkMonitoring,
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EndpointDetection,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct Mitigation {
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pub id: String,
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pub name: String,
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pub description: String,
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pub implementation_difficulty: DifficultyLevel,
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pub effectiveness: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum DifficultyLevel {
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Low,
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Medium,
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High,
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VeryHigh,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum KillChainPhase {
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Reconnaissance,
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WeaponizationDevelopment,
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Delivery,
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Exploitation,
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Installation,
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CommandAndControl,
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ActionsOnObjectives,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct Reference {
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pub source: String,
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pub url: String,
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pub description: String,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum Motivation {
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Financial,
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Espionage,
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Sabotage,
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Ideology,
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PersonalGain,
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Unknown,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum SophisticationLevel {
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Minimal,
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Intermediate,
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Advanced,
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Expert,
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StateSponsored,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct Target {
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pub sector: IndustrySector,
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pub region: GeographicRegion,
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pub organization_size: OrganizationSize,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum IndustrySector {
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Government,
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Defense,
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Financial,
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Healthcare,
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Energy,
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Technology,
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Manufacturing,
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Education,
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Telecommunications,
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Other(String),
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum GeographicRegion {
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NorthAmerica,
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Europe,
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Asia,
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MiddleEast,
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Africa,
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SouthAmerica,
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Oceania,
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Global,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum OrganizationSize {
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Small,
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Medium,
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Large,
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Enterprise,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct CampaignTimeline {
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pub start_date: SystemTime,
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pub end_date: Option<SystemTime>,
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pub peak_activity: Option<SystemTime>,
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pub duration: Duration,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum ConfidenceLevel {
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Low,
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Medium,
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High,
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Confirmed,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct DetectionRule {
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pub id: String,
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pub technique_id: String,
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pub rule_logic: String,
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pub data_sources: Vec<String>,
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pub confidence_threshold: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct MitreAnalysisResult {
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pub detected_techniques: Vec<DetectedTechnique>,
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pub tactics_coverage: Vec<TacticCoverage>,
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pub threat_actor_matches: Vec<ThreatActorMatch>,
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pub campaign_indicators: Vec<CampaignIndicator>,
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pub kill_chain_analysis: KillChainAnalysis,
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pub risk_assessment: RiskAssessment,
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pub mitigation_recommendations: Vec<MitigationRecommendation>,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct DetectedTechnique {
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pub technique: AttackTechnique,
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pub confidence: f32,
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pub evidence: Vec<Evidence>,
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pub sub_technique_id: Option<String>,
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pub detection_timestamp: SystemTime,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct TacticCoverage {
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pub tactic: AttackTactic,
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pub techniques_detected: usize,
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pub total_techniques: usize,
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pub coverage_percentage: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ThreatActorMatch {
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pub threat_actor: ThreatActor,
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pub match_confidence: f32,
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pub matching_techniques: Vec<String>,
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pub behavioral_similarity: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct CampaignIndicator {
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pub campaign: Campaign,
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pub indicator_strength: f32,
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pub supporting_evidence: Vec<String>,
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pub timeline_match: bool,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct KillChainAnalysis {
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pub completed_phases: Vec<KillChainPhase>,
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pub current_phase: Option<KillChainPhase>,
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pub next_likely_phases: Vec<KillChainPhase>,
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pub attack_progression: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct RiskAssessment {
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pub overall_risk_score: f32,
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pub attack_likelihood: f32,
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pub potential_impact: f32,
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pub urgency_level: UrgencyLevel,
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pub risk_factors: Vec<RiskFactor>,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum UrgencyLevel {
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Low,
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Medium,
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High,
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Critical,
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Emergency,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct RiskFactor {
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pub factor_name: String,
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pub risk_contribution: f32,
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pub description: String,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct MitigationRecommendation {
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pub mitigation: Mitigation,
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pub priority: Priority,
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pub implementation_timeline: Duration,
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pub cost_estimate: CostEstimate,
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pub effectiveness_against_detected: f32,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum Priority {
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Low,
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Medium,
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High,
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Critical,
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Immediate,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum CostEstimate {
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Low,
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Medium,
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High,
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VeryHigh,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct Evidence {
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pub evidence_type: EvidenceType,
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pub description: String,
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pub confidence: f32,
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pub source: String,
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}
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum EvidenceType {
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ProcessBehavior,
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MemoryPattern,
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NetworkActivity,
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FileSystem,
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Registry,
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API_Calls,
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Timing,
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}
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impl MitreAttackEngine {
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pub fn new() -> Result<Self, GhostError> {
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let mut engine = MitreAttackEngine {
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techniques: HashMap::new(),
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tactics: HashMap::new(),
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threat_actors: HashMap::new(),
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campaigns: HashMap::new(),
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detection_rules: Vec::new(),
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matrix_version: "13.1".to_string(),
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last_update: SystemTime::now(),
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};
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engine.initialize_techniques()?;
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engine.initialize_tactics()?;
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engine.initialize_threat_actors()?;
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engine.initialize_detection_rules()?;
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Ok(engine)
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}
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fn initialize_techniques(&mut self) -> Result<(), GhostError> {
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// Process Injection (T1055)
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self.techniques.insert("T1055".to_string(), AttackTechnique {
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id: "T1055".to_string(),
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name: "Process Injection".to_string(),
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description: "Adversaries may inject code into processes to evade process-based defenses".to_string(),
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tactics: vec!["TA0004".to_string(), "TA0005".to_string()], // Defense Evasion, Privilege Escalation
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platforms: vec![Platform::Windows, Platform::Linux, Platform::MacOS],
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data_sources: vec![
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DataSource {
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name: "Process".to_string(),
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data_component: "Process Access".to_string(),
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description: "Monitor for unexpected process access patterns".to_string(),
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},
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],
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detection_methods: vec![
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DetectionMethod {
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method_type: DetectionType::BehavioralAnalysis,
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description: "Monitor for unusual cross-process activity".to_string(),
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effectiveness: 0.85,
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false_positive_rate: 0.1,
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},
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],
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mitigations: vec![
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Mitigation {
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id: "M1040".to_string(),
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name: "Behavior Prevention on Endpoint".to_string(),
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description: "Use endpoint security solutions to detect injection".to_string(),
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implementation_difficulty: DifficultyLevel::Medium,
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effectiveness: 0.8,
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},
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],
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sub_techniques: vec!["T1055.001".to_string(), "T1055.002".to_string()],
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kill_chain_phases: vec![KillChainPhase::Installation, KillChainPhase::ActionsOnObjectives],
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threat_actors: vec!["APT1".to_string(), "APT29".to_string()],
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references: vec![
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Reference {
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source: "MITRE ATT&CK".to_string(),
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url: "https://attack.mitre.org/techniques/T1055/".to_string(),
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description: "Process Injection".to_string(),
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},
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],
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});
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// Process Hollowing (T1055.012)
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self.techniques.insert("T1055.012".to_string(), AttackTechnique {
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id: "T1055.012".to_string(),
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name: "Process Hollowing".to_string(),
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description: "Adversaries may inject malicious code into suspended and hollowed processes".to_string(),
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tactics: vec!["TA0004".to_string(), "TA0005".to_string()],
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platforms: vec![Platform::Windows],
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data_sources: vec![
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DataSource {
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name: "Process".to_string(),
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data_component: "Process Creation".to_string(),
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description: "Monitor for processes created in suspended state".to_string(),
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},
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],
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detection_methods: vec![
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DetectionMethod {
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method_type: DetectionType::EndpointDetection,
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description: "Detect hollowing through memory analysis".to_string(),
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effectiveness: 0.9,
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false_positive_rate: 0.05,
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},
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],
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mitigations: vec![],
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sub_techniques: vec![],
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kill_chain_phases: vec![KillChainPhase::Installation],
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threat_actors: vec!["APT29".to_string(), "Lazarus Group".to_string()],
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references: vec![],
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});
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Ok(())
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}
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fn initialize_tactics(&mut self) -> Result<(), GhostError> {
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self.tactics.insert("TA0004".to_string(), AttackTactic {
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id: "TA0004".to_string(),
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name: "Defense Evasion".to_string(),
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description: "Techniques that adversaries use to avoid detection".to_string(),
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techniques: vec!["T1055".to_string()],
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matrix_position: 4,
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});
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self.tactics.insert("TA0005".to_string(), AttackTactic {
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id: "TA0005".to_string(),
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name: "Privilege Escalation".to_string(),
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description: "Techniques that adversaries use to gain higher-level permissions".to_string(),
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techniques: vec!["T1055".to_string()],
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matrix_position: 5,
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});
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Ok(())
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}
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fn initialize_threat_actors(&mut self) -> Result<(), GhostError> {
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self.threat_actors.insert("APT29".to_string(), ThreatActor {
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id: "G0016".to_string(),
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name: "APT29".to_string(),
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aliases: vec!["Cozy Bear".to_string(), "The Dukes".to_string()],
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description: "Russian state-sponsored threat group".to_string(),
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country: Some("Russia".to_string()),
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motivation: vec![Motivation::Espionage],
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sophistication: SophisticationLevel::StateSponsored,
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techniques: vec!["T1055".to_string(), "T1055.012".to_string()],
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campaigns: vec!["Operation Ghost".to_string()],
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first_seen: SystemTime::now() - Duration::from_secs(365 * 24 * 3600 * 10), // 10 years ago
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last_activity: SystemTime::now() - Duration::from_secs(30 * 24 * 3600), // 30 days ago
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});
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Ok(())
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}
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fn initialize_detection_rules(&mut self) -> Result<(), GhostError> {
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self.detection_rules.push(DetectionRule {
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id: "DR001".to_string(),
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technique_id: "T1055".to_string(),
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rule_logic: "process_access AND cross_process_memory_write".to_string(),
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data_sources: vec!["Process".to_string(), "Memory".to_string()],
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confidence_threshold: 0.8,
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});
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Ok(())
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}
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/// Analyze process behavior against MITRE ATT&CK framework
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pub async fn analyze_attack_patterns(
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&self,
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process: &ProcessInfo,
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memory_regions: &[MemoryRegion],
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threads: &[ThreadInfo],
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) -> Result<MitreAnalysisResult, GhostError> {
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let detected_techniques = self.detect_techniques(process, memory_regions, threads).await?;
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let tactics_coverage = self.analyze_tactics_coverage(&detected_techniques)?;
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let threat_actor_matches = self.match_threat_actors(&detected_techniques)?;
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let campaign_indicators = self.analyze_campaign_indicators(&detected_techniques)?;
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let kill_chain_analysis = self.analyze_kill_chain(&detected_techniques)?;
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let risk_assessment = self.assess_risk(&detected_techniques)?;
|
||||
let mitigation_recommendations = self.recommend_mitigations(&detected_techniques)?;
|
||||
|
||||
Ok(MitreAnalysisResult {
|
||||
detected_techniques,
|
||||
tactics_coverage,
|
||||
threat_actor_matches,
|
||||
campaign_indicators,
|
||||
kill_chain_analysis,
|
||||
risk_assessment,
|
||||
mitigation_recommendations,
|
||||
})
|
||||
}
|
||||
|
||||
async fn detect_techniques(
|
||||
&self,
|
||||
process: &ProcessInfo,
|
||||
memory_regions: &[MemoryRegion],
|
||||
_threads: &[ThreadInfo],
|
||||
) -> Result<Vec<DetectedTechnique>, GhostError> {
|
||||
let mut detected = Vec::new();
|
||||
|
||||
// Check for Process Injection indicators
|
||||
let rwx_regions = memory_regions.iter()
|
||||
.filter(|r| r.protection.readable && r.protection.writable && r.protection.executable)
|
||||
.count();
|
||||
|
||||
if rwx_regions > 0 {
|
||||
if let Some(technique) = self.techniques.get("T1055") {
|
||||
detected.push(DetectedTechnique {
|
||||
technique: technique.clone(),
|
||||
confidence: 0.8,
|
||||
evidence: vec![
|
||||
Evidence {
|
||||
evidence_type: EvidenceType::MemoryPattern,
|
||||
description: format!("Found {} RWX memory regions", rwx_regions),
|
||||
confidence: 0.9,
|
||||
source: "Memory Analysis".to_string(),
|
||||
},
|
||||
],
|
||||
sub_technique_id: None,
|
||||
detection_timestamp: SystemTime::now(),
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
// Check for Process Hollowing indicators
|
||||
if memory_regions.len() > 20 && process.name.ends_with(".exe") {
|
||||
if let Some(technique) = self.techniques.get("T1055.012") {
|
||||
detected.push(DetectedTechnique {
|
||||
technique: technique.clone(),
|
||||
confidence: 0.7,
|
||||
evidence: vec![
|
||||
Evidence {
|
||||
evidence_type: EvidenceType::ProcessBehavior,
|
||||
description: "Suspicious memory layout consistent with hollowing".to_string(),
|
||||
confidence: 0.7,
|
||||
source: "Process Analysis".to_string(),
|
||||
},
|
||||
],
|
||||
sub_technique_id: Some("T1055.012".to_string()),
|
||||
detection_timestamp: SystemTime::now(),
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
Ok(detected)
|
||||
}
|
||||
|
||||
fn analyze_tactics_coverage(&self, detected_techniques: &[DetectedTechnique]) -> Result<Vec<TacticCoverage>, GhostError> {
|
||||
let mut coverage = Vec::new();
|
||||
|
||||
for tactic in self.tactics.values() {
|
||||
let techniques_detected = detected_techniques.iter()
|
||||
.filter(|dt| dt.technique.tactics.contains(&tactic.id))
|
||||
.count();
|
||||
|
||||
let total_techniques = tactic.techniques.len();
|
||||
let coverage_percentage = if total_techniques > 0 {
|
||||
(techniques_detected as f32 / total_techniques as f32) * 100.0
|
||||
} else {
|
||||
0.0
|
||||
};
|
||||
|
||||
coverage.push(TacticCoverage {
|
||||
tactic: tactic.clone(),
|
||||
techniques_detected,
|
||||
total_techniques,
|
||||
coverage_percentage,
|
||||
});
|
||||
}
|
||||
|
||||
Ok(coverage)
|
||||
}
|
||||
|
||||
fn match_threat_actors(&self, detected_techniques: &[DetectedTechnique]) -> Result<Vec<ThreatActorMatch>, GhostError> {
|
||||
let mut matches = Vec::new();
|
||||
|
||||
for actor in self.threat_actors.values() {
|
||||
let matching_techniques: Vec<String> = detected_techniques.iter()
|
||||
.filter(|dt| actor.techniques.contains(&dt.technique.id))
|
||||
.map(|dt| dt.technique.id.clone())
|
||||
.collect();
|
||||
|
||||
if !matching_techniques.is_empty() {
|
||||
let match_confidence = matching_techniques.len() as f32 / actor.techniques.len() as f32;
|
||||
|
||||
matches.push(ThreatActorMatch {
|
||||
threat_actor: actor.clone(),
|
||||
match_confidence,
|
||||
matching_techniques,
|
||||
behavioral_similarity: 0.8, // Simulated
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
Ok(matches)
|
||||
}
|
||||
|
||||
fn analyze_campaign_indicators(&self, _detected_techniques: &[DetectedTechnique]) -> Result<Vec<CampaignIndicator>, GhostError> {
|
||||
Ok(Vec::new()) // Simplified implementation
|
||||
}
|
||||
|
||||
fn analyze_kill_chain(&self, detected_techniques: &[DetectedTechnique]) -> Result<KillChainAnalysis, GhostError> {
|
||||
let mut completed_phases = Vec::new();
|
||||
|
||||
for technique in detected_techniques {
|
||||
for phase in &technique.technique.kill_chain_phases {
|
||||
if !completed_phases.contains(phase) {
|
||||
completed_phases.push(phase.clone());
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
let current_phase = completed_phases.last().cloned();
|
||||
let attack_progression = completed_phases.len() as f32 / 7.0; // 7 total phases
|
||||
|
||||
Ok(KillChainAnalysis {
|
||||
completed_phases,
|
||||
current_phase,
|
||||
next_likely_phases: vec![KillChainPhase::CommandAndControl],
|
||||
attack_progression,
|
||||
})
|
||||
}
|
||||
|
||||
fn assess_risk(&self, detected_techniques: &[DetectedTechnique]) -> Result<RiskAssessment, GhostError> {
|
||||
let technique_count = detected_techniques.len() as f32;
|
||||
let avg_confidence = if !detected_techniques.is_empty() {
|
||||
detected_techniques.iter().map(|dt| dt.confidence).sum::<f32>() / technique_count
|
||||
} else {
|
||||
0.0
|
||||
};
|
||||
|
||||
let overall_risk_score = (technique_count * 0.3 + avg_confidence * 0.7).min(1.0);
|
||||
|
||||
let urgency_level = if overall_risk_score > 0.8 {
|
||||
UrgencyLevel::Critical
|
||||
} else if overall_risk_score > 0.6 {
|
||||
UrgencyLevel::High
|
||||
} else if overall_risk_score > 0.4 {
|
||||
UrgencyLevel::Medium
|
||||
} else {
|
||||
UrgencyLevel::Low
|
||||
};
|
||||
|
||||
Ok(RiskAssessment {
|
||||
overall_risk_score,
|
||||
attack_likelihood: avg_confidence,
|
||||
potential_impact: 0.8, // Simulated
|
||||
urgency_level,
|
||||
risk_factors: vec![
|
||||
RiskFactor {
|
||||
factor_name: "Multiple Techniques Detected".to_string(),
|
||||
risk_contribution: 0.6,
|
||||
description: "Multiple attack techniques increase overall risk".to_string(),
|
||||
},
|
||||
],
|
||||
})
|
||||
}
|
||||
|
||||
fn recommend_mitigations(&self, detected_techniques: &[DetectedTechnique]) -> Result<Vec<MitigationRecommendation>, GhostError> {
|
||||
let mut recommendations = Vec::new();
|
||||
|
||||
for technique in detected_techniques {
|
||||
for mitigation in &technique.technique.mitigations {
|
||||
recommendations.push(MitigationRecommendation {
|
||||
mitigation: mitigation.clone(),
|
||||
priority: Priority::High,
|
||||
implementation_timeline: Duration::from_secs(7 * 24 * 3600), // 1 week
|
||||
cost_estimate: CostEstimate::Medium,
|
||||
effectiveness_against_detected: mitigation.effectiveness,
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
Ok(recommendations)
|
||||
}
|
||||
|
||||
/// Update MITRE ATT&CK data from official sources
|
||||
pub async fn update_framework_data(&mut self) -> Result<usize, GhostError> {
|
||||
// Simulate framework update
|
||||
self.last_update = SystemTime::now();
|
||||
self.matrix_version = "13.1".to_string();
|
||||
|
||||
// Return number of updated techniques
|
||||
Ok(self.techniques.len())
|
||||
}
|
||||
|
||||
pub fn get_technique(&self, technique_id: &str) -> Option<&AttackTechnique> {
|
||||
self.techniques.get(technique_id)
|
||||
}
|
||||
|
||||
pub fn get_framework_stats(&self) -> (usize, usize, usize) {
|
||||
(self.techniques.len(), self.tactics.len(), self.threat_actors.len())
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user