use anyhow::Result;
use chrono::{DateTime, Utc};
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use tokio::sync::RwLock;
use super::{RiskLevel, WasmExecutionContext};
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ExecutionBehavior {
pub memory_usage: u64,
pub cpu_usage: f64,
pub network_calls: u32,
pub file_accesses: u32,
pub anomalies: Vec<String>,
pub execution_time_ms: u64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AdaptivePolicy {
pub policy_type: String,
pub restrictions: HashMap<String, String>,
pub created_at: DateTime<Utc>,
pub last_updated: DateTime<Utc>,
pub severity_level: String,
}
#[derive(Debug, Clone)]
pub struct SecurityAssessment {
pub risk_level: RiskLevel,
pub detected_threats: Vec<ThreatIndicator>,
pub behavioral_anomalies: Vec<BehaviorAnomaly>,
pub recommended_actions: Vec<SecurityRecommendation>,
pub confidence_score: f64,
}
#[derive(Debug, Clone)]
pub struct ThreatIndicator {
pub threat_type: ThreatType,
pub severity_score: f64,
pub description: String,
pub evidence: Vec<String>,
}
#[derive(Debug, Clone)]
pub enum ThreatType {
ExcessiveMemoryUsage,
SuspiciousNetworkActivity,
UnauthorizedSystemAccess,
CodeInjection,
DataExfiltration,
}
#[derive(Debug, Clone)]
pub struct BehaviorProfile {
pub memory_access_pattern: MemoryAccessPattern,
pub system_call_frequency: u32,
pub network_activity_level: NetworkActivityLevel,
pub anomalies: Vec<BehaviorAnomaly>,
}
#[derive(Debug, Clone)]
pub enum MemoryAccessPattern {
Sequential,
Random,
Sparse,
Dense,
}
#[derive(Debug, Clone)]
pub enum NetworkActivityLevel {
None,
Low,
Medium,
High,
Excessive,
}
#[derive(Debug, Clone)]
pub struct BehaviorAnomaly {
pub anomaly_type: String,
pub severity: f64,
pub description: String,
}
#[derive(Debug, Clone)]
pub struct SecurityRecommendation {
pub action: String,
pub priority: Priority,
pub estimated_impact: ImpactLevel,
}
#[derive(Debug, Clone)]
pub enum Priority {
Low,
Medium,
High,
Critical,
}
#[derive(Debug, Clone)]
pub enum ImpactLevel {
Low,
Medium,
High,
}
#[derive(Debug)]
pub struct ThreatSignature {
pub id: String,
pub pattern: String,
pub severity: f64,
}
#[derive(Debug, Default)]
pub struct SecurityMetrics {
pub threats_detected: u64,
pub false_positives: u64,
pub policy_adaptations: u64,
pub average_response_time_ms: f64,
}
#[derive(Debug)]
pub struct ThreatDetector {
threat_signatures: Vec<ThreatSignature>,
}
impl Default for ThreatDetector {
fn default() -> Self {
Self::new()
}
}
impl ThreatDetector {
pub fn new() -> Self {
Self {
threat_signatures: Vec::new(),
}
}
pub async fn scan_for_threats(
&self,
_behavior: &BehaviorProfile,
) -> Result<Vec<ThreatIndicator>> {
Ok(Vec::new())
}
}
#[derive(Debug)]
pub struct BehavioralAnalyzer {
baseline_profiles: HashMap<String, BehaviorProfile>,
}
impl Default for BehavioralAnalyzer {
fn default() -> Self {
Self::new()
}
}
impl BehavioralAnalyzer {
pub fn new() -> Self {
Self {
baseline_profiles: HashMap::new(),
}
}
pub async fn analyze_execution(
&self,
_context: &WasmExecutionContext,
) -> Result<BehaviorProfile> {
Ok(BehaviorProfile {
memory_access_pattern: MemoryAccessPattern::Sequential,
system_call_frequency: 10,
network_activity_level: NetworkActivityLevel::Low,
anomalies: Vec::new(),
})
}
}
pub struct AdaptiveSecuritySandbox {
threat_detector: ThreatDetector,
behavioral_analyzer: BehavioralAnalyzer,
adaptive_policies: RwLock<HashMap<String, AdaptivePolicy>>,
security_metrics: RwLock<SecurityMetrics>,
}
impl Default for AdaptiveSecuritySandbox {
fn default() -> Self {
Self::new()
}
}
impl AdaptiveSecuritySandbox {
pub fn new() -> Self {
Self {
threat_detector: ThreatDetector::new(),
behavioral_analyzer: BehavioralAnalyzer::new(),
adaptive_policies: RwLock::new(HashMap::new()),
security_metrics: RwLock::new(SecurityMetrics::default()),
}
}
pub async fn monitor_execution(
&self,
plugin_id: &str,
execution_context: &WasmExecutionContext,
) -> Result<SecurityAssessment> {
let behavior = self
.behavioral_analyzer
.analyze_execution(execution_context)
.await?;
let threats = self.threat_detector.scan_for_threats(&behavior).await?;
self.update_adaptive_policies(plugin_id, &behavior, &threats)
.await?;
Ok(SecurityAssessment {
risk_level: self.calculate_risk_level(&threats).await?,
detected_threats: threats.clone(),
behavioral_anomalies: behavior.anomalies,
recommended_actions: self.generate_recommendations(&threats).await?,
confidence_score: 0.92,
})
}
async fn calculate_risk_level(&self, threats: &[ThreatIndicator]) -> Result<RiskLevel> {
let total_risk_score: f64 = threats.iter().map(|t| t.severity_score).sum();
Ok(match total_risk_score {
score if score < 0.3 => RiskLevel::Low,
score if score < 0.6 => RiskLevel::Medium,
score if score < 0.8 => RiskLevel::High,
_ => RiskLevel::Critical,
})
}
async fn generate_recommendations(
&self,
threats: &[ThreatIndicator],
) -> Result<Vec<SecurityRecommendation>> {
let mut recommendations = Vec::new();
for threat in threats {
match threat.threat_type {
ThreatType::ExcessiveMemoryUsage => {
recommendations.push(SecurityRecommendation {
action: "Reduce memory allocation limits".to_string(),
priority: Priority::High,
estimated_impact: ImpactLevel::Medium,
});
}
ThreatType::SuspiciousNetworkActivity => {
recommendations.push(SecurityRecommendation {
action: "Block network access for this plugin".to_string(),
priority: Priority::Critical,
estimated_impact: ImpactLevel::Low,
});
}
_ => {}
}
}
Ok(recommendations)
}
async fn update_adaptive_policies(
&self,
plugin_id: &str,
_behavior: &BehaviorProfile,
threats: &[ThreatIndicator],
) -> Result<()> {
let mut policies = self.adaptive_policies.write().await;
let now = Utc::now();
for threat in threats {
match threat.threat_type {
ThreatType::ExcessiveMemoryUsage => {
let mut restrictions = HashMap::new();
restrictions.insert("action".to_string(), "reduce_memory".to_string());
policies.insert(
format!("{plugin_id}_memory_limit"),
AdaptivePolicy {
policy_type: "memory_restriction".to_string(),
restrictions,
created_at: now,
last_updated: now,
severity_level: "high".to_string(),
},
);
}
ThreatType::SuspiciousNetworkActivity => {
let mut restrictions = HashMap::new();
restrictions.insert("action".to_string(), "block_network".to_string());
policies.insert(
format!("{plugin_id}_network_access"),
AdaptivePolicy {
policy_type: "network_restriction".to_string(),
restrictions,
created_at: now,
last_updated: now,
severity_level: "critical".to_string(),
},
);
}
_ => {}
}
}
Ok(())
}
}