diff --git a/ghost-core/src/threat_intel.rs b/ghost-core/src/threat_intel.rs
new file mode 100644
index 0000000..21cddc7
--- /dev/null
+++ b/ghost-core/src/threat_intel.rs
@@ -0,0 +1,670 @@
+use std::collections::HashMap;
+use std::time::{SystemTime, Duration};
+use serde::{Serialize, Deserialize};
+use crate::{DetectionResult, ThreatLevel, ProcessInfo};
+
+/// Threat Intelligence Integration Module
+/// Provides real-time threat context and IOC matching
+pub struct ThreatIntelligence {
+    ioc_database: IocDatabase,
+    threat_feeds: Vec<ThreatFeed>,
+    attribution_engine: AttributionEngine,
+    reputation_cache: ReputationCache,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct IndicatorOfCompromise {
+    pub id: String,
+    pub ioc_type: IocType,
+    pub value: String,
+    pub threat_level: ThreatLevel,
+    pub source: String,
+    pub confidence: f32,
+    pub created_date: SystemTime,
+    pub expiry_date: Option<SystemTime>,
+    pub tags: Vec<String>,
+    pub mitre_techniques: Vec<String>,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub enum IocType {
+    ProcessName,
+    ProcessPath,
+    FileHash,
+    NetworkAddress,
+    MemorySignature,
+    BehaviorPattern,
+    RegistryKey,
+    Mutex,
+}
+
+#[derive(Debug, Clone)]
+pub struct ThreatContext {
+    pub matched_iocs: Vec<IndicatorOfCompromise>,
+    pub threat_actor: Option<ThreatActor>,
+    pub campaign: Option<Campaign>,
+    pub attribution_confidence: f32,
+    pub risk_score: f32,
+    pub recommended_actions: Vec<String>,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct ThreatActor {
+    pub name: String,
+    pub aliases: Vec<String>,
+    pub motivation: String,
+    pub sophistication_level: SophisticationLevel,
+    pub known_techniques: Vec<String>,
+    pub geographical_focus: Vec<String>,
+    pub first_seen: SystemTime,
+    pub last_activity: SystemTime,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub enum SophisticationLevel {
+    ScriptKiddie,
+    Opportunistic,
+    Professional,
+    AdvancedPersistent,
+    NationState,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct Campaign {
+    pub name: String,
+    pub description: String,
+    pub threat_actor: String,
+    pub start_date: SystemTime,
+    pub end_date: Option<SystemTime>,
+    pub target_sectors: Vec<String>,
+    pub attack_patterns: Vec<String>,
+    pub iocs: Vec<String>,
+}
+
+pub struct IocDatabase {
+    indicators: HashMap<String, IndicatorOfCompromise>,
+    hash_index: HashMap<String, Vec<String>>,
+    pattern_index: HashMap<String, Vec<String>>,
+    behavior_signatures: Vec<BehaviorSignature>,
+}
+
+#[derive(Debug, Clone)]
+pub struct BehaviorSignature {
+    pub id: String,
+    pub name: String,
+    pub description: String,
+    pub patterns: Vec<BehaviorPattern>,
+    pub confidence_threshold: f32,
+    pub severity: ThreatLevel,
+}
+
+#[derive(Debug, Clone)]
+pub struct BehaviorPattern {
+    pub sequence: Vec<ProcessAction>,
+    pub timing_constraints: Vec<TimingConstraint>,
+    pub frequency_requirements: FrequencyRequirement,
+}
+
+#[derive(Debug, Clone)]
+pub enum ProcessAction {
+    ProcessCreation { name: String, cmdline: String },
+    MemoryAllocation { protection: String, size: usize },
+    NetworkConnection { address: String, port: u16 },
+    FileOperation { path: String, operation: String },
+    RegistryOperation { key: String, operation: String },
+    ProcessInjection { target_pid: u32, method: String },
+}
+
+#[derive(Debug, Clone)]
+pub struct TimingConstraint {
+    pub max_interval: Duration,
+    pub sequence_window: Duration,
+}
+
+#[derive(Debug, Clone)]
+pub struct FrequencyRequirement {
+    pub min_occurrences: u32,
+    pub time_window: Duration,
+}
+
+pub struct ThreatFeed {
+    pub name: String,
+    pub url: String,
+    pub feed_type: FeedType,
+    pub update_interval: Duration,
+    pub last_update: SystemTime,
+    pub credential: Option<FeedCredential>,
+}
+
+#[derive(Debug, Clone)]
+pub enum FeedType {
+    StixTaxii,
+    JSON,
+    CSV,
+    XML,
+    MISP,
+    OpenIOC,
+}
+
+#[derive(Debug, Clone)]
+pub struct FeedCredential {
+    pub api_key: String,
+    pub username: Option<String>,
+    pub password: Option<String>,
+}
+
+pub struct AttributionEngine {
+    threat_actors: HashMap<String, ThreatActor>,
+    campaigns: HashMap<String, Campaign>,
+    attribution_rules: Vec<AttributionRule>,
+    similarity_calculator: SimilarityCalculator,
+}
+
+#[derive(Debug, Clone)]
+pub struct AttributionRule {
+    pub rule_id: String,
+    pub conditions: Vec<AttributionCondition>,
+    pub confidence_weight: f32,
+    pub threat_actor: String,
+    pub campaign: Option<String>,
+}
+
+#[derive(Debug, Clone)]
+pub enum AttributionCondition {
+    IocMatch { ioc_types: Vec<IocType>, min_matches: u32 },
+    TechniquePattern { techniques: Vec<String>, correlation: f32 },
+    TemporalPattern { time_windows: Vec<Duration>, frequency: u32 },
+    GeographicalIndicator { regions: Vec<String>, confidence: f32 },
+}
+
+pub struct SimilarityCalculator {
+    technique_weights: HashMap<String, f32>,
+    temporal_weights: HashMap<String, f32>,
+    behavioral_weights: HashMap<String, f32>,
+}
+
+pub struct ReputationCache {
+    process_reputations: HashMap<String, ProcessReputation>,
+    ip_reputations: HashMap<String, IpReputation>,
+    hash_reputations: HashMap<String, HashReputation>,
+    cache_ttl: Duration,
+}
+
+#[derive(Debug, Clone)]
+pub struct ProcessReputation {
+    pub process_name: String,
+    pub reputation_score: f32,
+    pub classification: ReputationClass,
+    pub sources: Vec<String>,
+    pub last_updated: SystemTime,
+    pub occurrence_count: u32,
+}
+
+#[derive(Debug, Clone)]
+pub enum ReputationClass {
+    Trusted,
+    Unknown,
+    Suspicious,
+    Malicious,
+    PUA, // Potentially Unwanted Application
+}
+
+#[derive(Debug, Clone)]
+pub struct IpReputation {
+    pub ip_address: String,
+    pub reputation_score: f32,
+    pub categories: Vec<String>,
+    pub threat_types: Vec<String>,
+    pub geographical_info: GeographicalInfo,
+}
+
+#[derive(Debug, Clone)]
+pub struct GeographicalInfo {
+    pub country: String,
+    pub region: String,
+    pub city: String,
+    pub isp: String,
+    pub organization: String,
+}
+
+#[derive(Debug, Clone)]
+pub struct HashReputation {
+    pub file_hash: String,
+    pub hash_type: HashType,
+    pub reputation_score: f32,
+    pub vendor_detections: Vec<VendorDetection>,
+    pub file_info: Option<FileInfo>,
+}
+
+#[derive(Debug, Clone)]
+pub enum HashType {
+    MD5,
+    SHA1,
+    SHA256,
+    SHA512,
+}
+
+#[derive(Debug, Clone)]
+pub struct VendorDetection {
+    pub vendor: String,
+    pub detection_name: String,
+    pub confidence: f32,
+    pub scan_date: SystemTime,
+}
+
+#[derive(Debug, Clone)]
+pub struct FileInfo {
+    pub file_name: String,
+    pub file_size: u64,
+    pub file_type: String,
+    pub creation_date: SystemTime,
+    pub signature_info: Option<SignatureInfo>,
+}
+
+#[derive(Debug, Clone)]
+pub struct SignatureInfo {
+    pub is_signed: bool,
+    pub signer: Option<String>,
+    pub signature_valid: bool,
+    pub certificate_info: Option<CertificateInfo>,
+}
+
+#[derive(Debug, Clone)]
+pub struct CertificateInfo {
+    pub issuer: String,
+    pub subject: String,
+    pub serial_number: String,
+    pub valid_from: SystemTime,
+    pub valid_to: SystemTime,
+}
+
+impl ThreatIntelligence {
+    pub fn new() -> Self {
+        Self {
+            ioc_database: IocDatabase::new(),
+            threat_feeds: Vec::new(),
+            attribution_engine: AttributionEngine::new(),
+            reputation_cache: ReputationCache::new(),
+        }
+    }
+
+    /// Initialize threat intelligence with default threat feeds
+    pub async fn initialize_default_feeds(&mut self) -> Result<(), Box<dyn std::error::Error>> {
+        // Add default threat feeds
+        self.add_threat_feed(ThreatFeed {
+            name: "MITRE ATT&CK".to_string(),
+            url: "https://attack.mitre.org/stix/".to_string(),
+            feed_type: FeedType::StixTaxii,
+            update_interval: Duration::from_secs(86400), // Daily
+            last_update: SystemTime::now(),
+            credential: None,
+        });
+
+        self.add_threat_feed(ThreatFeed {
+            name: "AlienVault OTX".to_string(),
+            url: "https://otx.alienvault.com/api/v1/".to_string(),
+            feed_type: FeedType::JSON,
+            update_interval: Duration::from_secs(3600), // Hourly
+            last_update: SystemTime::now(),
+            credential: None,
+        });
+
+        // Initialize with basic IOCs
+        self.load_default_iocs().await?;
+        
+        Ok(())
+    }
+
+    /// Enrich detection results with threat intelligence
+    pub async fn enrich_detection(&self, detection: &DetectionResult) -> ThreatContext {
+        let mut matched_iocs = Vec::new();
+        let mut risk_score = 0.0f32;
+
+        // Check process name against IOCs
+        if let Some(iocs) = self.ioc_database.lookup_process_name(&detection.process.name) {
+            matched_iocs.extend(iocs);
+        }
+
+        // Check process path against IOCs
+        if let Some(path) = &detection.process.path {
+            if let Some(iocs) = self.ioc_database.lookup_process_path(path) {
+                matched_iocs.extend(iocs);
+            }
+        }
+
+        // Check memory signatures
+        for indicator in &detection.indicators {
+            if let Some(iocs) = self.ioc_database.lookup_memory_signature(indicator) {
+                matched_iocs.extend(iocs);
+            }
+        }
+
+        // Calculate risk score based on matched IOCs
+        for ioc in &matched_iocs {
+            risk_score += match ioc.threat_level {
+                ThreatLevel::Clean => 0.0,
+                ThreatLevel::Suspicious => ioc.confidence * 0.5,
+                ThreatLevel::Malicious => ioc.confidence * 1.0,
+            };
+        }
+
+        // Perform attribution analysis
+        let (threat_actor, campaign, attribution_confidence) = 
+            self.attribution_engine.analyze_attribution(&matched_iocs, &detection.indicators);
+
+        // Generate recommended actions
+        let recommended_actions = self.generate_recommendations(&matched_iocs, risk_score);
+
+        ThreatContext {
+            matched_iocs,
+            threat_actor,
+            campaign,
+            attribution_confidence,
+            risk_score: risk_score.min(1.0),
+            recommended_actions,
+        }
+    }
+
+    /// Add a new threat feed
+    pub fn add_threat_feed(&mut self, feed: ThreatFeed) {
+        self.threat_feeds.push(feed);
+    }
+
+    /// Update all threat feeds
+    pub async fn update_threat_feeds(&mut self) -> Result<(), Box<dyn std::error::Error>> {
+        for feed in &mut self.threat_feeds {
+            if SystemTime::now().duration_since(feed.last_update).unwrap_or_default() 
+                >= feed.update_interval {
+                
+                match self.fetch_feed_data(feed).await {
+                    Ok(iocs) => {
+                        self.ioc_database.update_indicators(iocs);
+                        feed.last_update = SystemTime::now();
+                    }
+                    Err(e) => {
+                        eprintln!("Failed to update feed {}: {}", feed.name, e);
+                    }
+                }
+            }
+        }
+        Ok(())
+    }
+
+    /// Fetch data from a threat feed
+    async fn fetch_feed_data(&self, feed: &ThreatFeed) -> Result<Vec<IndicatorOfCompromise>, Box<dyn std::error::Error>> {
+        // Implementation would depend on feed type
+        match feed.feed_type {
+            FeedType::JSON => self.fetch_json_feed(feed).await,
+            FeedType::StixTaxii => self.fetch_stix_feed(feed).await,
+            FeedType::CSV => self.fetch_csv_feed(feed).await,
+            _ => Err("Unsupported feed type".into()),
+        }
+    }
+
+    async fn fetch_json_feed(&self, feed: &ThreatFeed) -> Result<Vec<IndicatorOfCompromise>, Box<dyn std::error::Error>> {
+        // Placeholder implementation
+        // In a real implementation, this would fetch from the feed URL
+        Ok(Vec::new())
+    }
+
+    async fn fetch_stix_feed(&self, feed: &ThreatFeed) -> Result<Vec<IndicatorOfCompromise>, Box<dyn std::error::Error>> {
+        // Placeholder implementation
+        // In a real implementation, this would parse STIX/TAXII data
+        Ok(Vec::new())
+    }
+
+    async fn fetch_csv_feed(&self, feed: &ThreatFeed) -> Result<Vec<IndicatorOfCompromise>, Box<dyn std::error::Error>> {
+        // Placeholder implementation
+        // In a real implementation, this would parse CSV threat data
+        Ok(Vec::new())
+    }
+
+    /// Load default IOCs for common injection techniques
+    async fn load_default_iocs(&mut self) -> Result<(), Box<dyn std::error::Error>> {
+        let default_iocs = vec![
+            IndicatorOfCompromise {
+                id: "IOC-001".to_string(),
+                ioc_type: IocType::ProcessName,
+                value: "rundll32.exe".to_string(),
+                threat_level: ThreatLevel::Suspicious,
+                source: "Default".to_string(),
+                confidence: 0.6,
+                created_date: SystemTime::now(),
+                expiry_date: None,
+                tags: vec!["process-injection".to_string(), "living-off-the-land".to_string()],
+                mitre_techniques: vec!["T1055".to_string()],
+            },
+            IndicatorOfCompromise {
+                id: "IOC-002".to_string(),
+                ioc_type: IocType::MemorySignature,
+                value: "CreateRemoteThread".to_string(),
+                threat_level: ThreatLevel::Suspicious,
+                source: "Default".to_string(),
+                confidence: 0.8,
+                created_date: SystemTime::now(),
+                expiry_date: None,
+                tags: vec!["process-injection".to_string(), "dll-injection".to_string()],
+                mitre_techniques: vec!["T1055.001".to_string()],
+            },
+            IndicatorOfCompromise {
+                id: "IOC-003".to_string(),
+                ioc_type: IocType::BehaviorPattern,
+                value: "rwx_allocation_followed_by_execution".to_string(),
+                threat_level: ThreatLevel::Malicious,
+                source: "Default".to_string(),
+                confidence: 0.9,
+                created_date: SystemTime::now(),
+                expiry_date: None,
+                tags: vec!["shellcode".to_string(), "code-injection".to_string()],
+                mitre_techniques: vec!["T1055.002".to_string()],
+            },
+        ];
+
+        for ioc in default_iocs {
+            self.ioc_database.add_indicator(ioc);
+        }
+
+        Ok(())
+    }
+
+    fn generate_recommendations(&self, iocs: &[IndicatorOfCompromise], risk_score: f32) -> Vec<String> {
+        let mut recommendations = Vec::new();
+
+        if risk_score > 0.8 {
+            recommendations.push("CRITICAL: Immediate isolation recommended".to_string());
+            recommendations.push("Initiate incident response procedures".to_string());
+            recommendations.push("Collect forensic artifacts for analysis".to_string());
+        } else if risk_score > 0.5 {
+            recommendations.push("HIGH: Enhanced monitoring required".to_string());
+            recommendations.push("Review process behavior and network connections".to_string());
+            recommendations.push("Consider sandboxed analysis".to_string());
+        } else if risk_score > 0.2 {
+            recommendations.push("MEDIUM: Continued observation advised".to_string());
+            recommendations.push("Log all activities for correlation".to_string());
+        }
+
+        // Add technique-specific recommendations
+        for ioc in iocs {
+            for technique in &ioc.mitre_techniques {
+                match technique.as_str() {
+                    "T1055" => recommendations.push("Deploy process injection countermeasures".to_string()),
+                    "T1055.001" => recommendations.push("Monitor DLL loading activities".to_string()),
+                    "T1055.002" => recommendations.push("Implement PE injection detection".to_string()),
+                    _ => {}
+                }
+            }
+        }
+
+        recommendations.sort();
+        recommendations.dedup();
+        recommendations
+    }
+}
+
+impl IocDatabase {
+    pub fn new() -> Self {
+        Self {
+            indicators: HashMap::new(),
+            hash_index: HashMap::new(),
+            pattern_index: HashMap::new(),
+            behavior_signatures: Vec::new(),
+        }
+    }
+
+    pub fn add_indicator(&mut self, ioc: IndicatorOfCompromise) {
+        // Add to main database
+        self.indicators.insert(ioc.id.clone(), ioc.clone());
+
+        // Update indexes for fast lookup
+        match ioc.ioc_type {
+            IocType::FileHash => {
+                self.hash_index.entry(ioc.value.clone())
+                    .or_insert_with(Vec::new)
+                    .push(ioc.id.clone());
+            }
+            IocType::MemorySignature | IocType::BehaviorPattern => {
+                self.pattern_index.entry(ioc.value.clone())
+                    .or_insert_with(Vec::new)
+                    .push(ioc.id.clone());
+            }
+            _ => {}
+        }
+    }
+
+    pub fn lookup_process_name(&self, name: &str) -> Option<Vec<IndicatorOfCompromise>> {
+        let matches: Vec<_> = self.indicators
+            .values()
+            .filter(|ioc| ioc.ioc_type == IocType::ProcessName && ioc.value == name)
+            .cloned()
+            .collect();
+        
+        if matches.is_empty() { None } else { Some(matches) }
+    }
+
+    pub fn lookup_process_path(&self, path: &str) -> Option<Vec<IndicatorOfCompromise>> {
+        let matches: Vec<_> = self.indicators
+            .values()
+            .filter(|ioc| ioc.ioc_type == IocType::ProcessPath && path.contains(&ioc.value))
+            .cloned()
+            .collect();
+        
+        if matches.is_empty() { None } else { Some(matches) }
+    }
+
+    pub fn lookup_memory_signature(&self, signature: &str) -> Option<Vec<IndicatorOfCompromise>> {
+        if let Some(ioc_ids) = self.pattern_index.get(signature) {
+            let matches: Vec<_> = ioc_ids
+                .iter()
+                .filter_map(|id| self.indicators.get(id))
+                .cloned()
+                .collect();
+            if matches.is_empty() { None } else { Some(matches) }
+        } else {
+            None
+        }
+    }
+
+    pub fn update_indicators(&mut self, new_iocs: Vec<IndicatorOfCompromise>) {
+        for ioc in new_iocs {
+            self.add_indicator(ioc);
+        }
+    }
+}
+
+impl AttributionEngine {
+    pub fn new() -> Self {
+        Self {
+            threat_actors: HashMap::new(),
+            campaigns: HashMap::new(),
+            attribution_rules: Vec::new(),
+            similarity_calculator: SimilarityCalculator::new(),
+        }
+    }
+
+    pub fn analyze_attribution(&self, iocs: &[IndicatorOfCompromise], indicators: &[String]) 
+        -> (Option<ThreatActor>, Option<Campaign>, f32) {
+        
+        let mut best_actor: Option<ThreatActor> = None;
+        let mut best_campaign: Option<Campaign> = None;
+        let mut best_confidence = 0.0f32;
+
+        // Analyze each attribution rule
+        for rule in &self.attribution_rules {
+            let confidence = self.evaluate_attribution_rule(rule, iocs, indicators);
+            
+            if confidence > best_confidence {
+                best_confidence = confidence;
+                if let Some(actor) = self.threat_actors.get(&rule.threat_actor) {
+                    best_actor = Some(actor.clone());
+                }
+                if let Some(campaign_name) = &rule.campaign {
+                    if let Some(campaign) = self.campaigns.get(campaign_name) {
+                        best_campaign = Some(campaign.clone());
+                    }
+                }
+            }
+        }
+
+        (best_actor, best_campaign, best_confidence)
+    }
+
+    fn evaluate_attribution_rule(&self, rule: &AttributionRule, 
+                                 iocs: &[IndicatorOfCompromise], 
+                                 indicators: &[String]) -> f32 {
+        let mut total_confidence = 0.0f32;
+        let mut condition_count = 0;
+
+        for condition in &rule.conditions {
+            match condition {
+                AttributionCondition::IocMatch { ioc_types, min_matches } => {
+                    let matches = iocs.iter()
+                        .filter(|ioc| ioc_types.contains(&ioc.ioc_type))
+                        .count() as u32;
+                    
+                    if matches >= *min_matches {
+                        total_confidence += rule.confidence_weight;
+                    }
+                }
+                AttributionCondition::TechniquePattern { techniques, correlation } => {
+                    let technique_matches = iocs.iter()
+                        .flat_map(|ioc| &ioc.mitre_techniques)
+                        .filter(|tech| techniques.contains(tech))
+                        .count();
+                    
+                    if technique_matches as f32 / techniques.len() as f32 >= *correlation {
+                        total_confidence += rule.confidence_weight;
+                    }
+                }
+                _ => {} // Implement other condition types as needed
+            }
+            condition_count += 1;
+        }
+
+        if condition_count > 0 {
+            total_confidence / condition_count as f32
+        } else {
+            0.0
+        }
+    }
+}
+
+impl SimilarityCalculator {
+    pub fn new() -> Self {
+        Self {
+            technique_weights: HashMap::new(),
+            temporal_weights: HashMap::new(),
+            behavioral_weights: HashMap::new(),
+        }
+    }
+}
+
+impl ReputationCache {
+    pub fn new() -> Self {
+        Self {
+            process_reputations: HashMap::new(),
+            ip_reputations: HashMap::new(),
+            hash_reputations: HashMap::new(),
+            cache_ttl: Duration::from_secs(3600), // 1 hour
+        }
+    }
+}
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