spawn-access-control 0.1.12

# Spawn Access Control

Enterprise-grade security and access control library with advanced monitoring, machine learning capabilities, and real-time threat detection for Rust applications.

[![Crates.io](https://img.shields.io/crates/v/spawn-access-control.svg)](https://crates.io/crates/spawn-access-control)
[![Documentation](https://docs.rs/spawn-access-control/badge.svg)](https://docs.rs/spawn-access-control)
[![License](https://img.shields.io/badge/license-MIT%2FApache--2.0-blue.svg)](LICENSE)

## Core Features

### Security & Access Control
- 🔒 Role-Based Access Control (RBAC)
- 🛡️ Behavioral Pattern Analysis
- 🌍 Geo-location Based Security
- 🔍 Risk Analysis & Scoring

### Machine Learning & Analytics
- 🤖 ML-Powered Anomaly Detection
- 📊 Time Series Analysis
- 🎯 Predictive Security Metrics
- 🧮 Model Explainability

### Monitoring & Alerting
- 📈 Real-time Performance Monitoring
- ⚡ Prometheus Integration
- 📧 Email & Slack Notifications
- 🚨 Auto-remediation Actions

### Infrastructure
- 💾 Distributed Cache Support
- 🌐 WebAssembly Compatibility
- 🚀 High Performance (7.5μs avg.)
- 🔄 Migration Support

## Installation

```toml
[dependencies]
spawn-access-control = "0.1.11"
```

## Quick Start

```rust
use spawn_access_control::{
    SecurityAnalyzer,
    AlertManager,
    MonitoringConfig,
    NotificationHandler,
};

#[tokio::main]
async fn main() -> Result<(), Error> {
    // Configure monitoring
    let config = MonitoringConfig {
        metrics_window_size: 3600,
        performance_threshold: 0.8,
        security_threshold: 0.7,
        alert_cooldown: Duration::seconds(300),
    };

    // Initialize components
    let monitor = ModelMonitor::new(config);
    let analyzer = SecurityAnalyzer::new(config);
    
    // Set up notifications
    let email_handler = EmailNotificationHandler::new(email_config)?;
    let slack_handler = SlackNotificationHandler::new(slack_config)?;
    
    // Start monitoring
    monitor.start().await?;
    
    Ok(())
}
```

## Architecture

```
spawn-access-control/
├── Core
│   ├── Access Control
│   ├── Security Analysis
│   └── Risk Assessment
├── ML Components
│   ├── Behavioral Analysis
│   ├── Anomaly Detection
│   └── Model Optimization
├── Monitoring
│   ├── Metrics Collection
│   ├── Alert Management
│   └── Auto-remediation
└── Infrastructure
    ├── Distributed Cache
    ├── WASM Support
    └── Database Migrations
```

## CLI Tool

```bash
# Analyze security patterns
spawn-cli analyze --input data.json --output report.json

# Monitor system
spawn-cli monitor --config config.yaml

# Generate reports
spawn-cli report --type security --from "2023-01-01" --to "2023-12-31"
```

## Benchmarks

```
security_analysis_1000  time:   [7.5358 µs 7.5479 µs 7.5654 µs]
```

## Examples

- `examples/wasm-demo.html`: WebAssembly integration
- `examples/monitoring.rs`: Real-time monitoring setup
- `examples/ml-security.rs`: ML-based security analysis
- `examples/distributed.rs`: Distributed cache usage

## Configuration

```yaml
monitoring:
  window_size: 3600
  performance_threshold: 0.8
  security_threshold: 0.7
  alert_cooldown: 300

notifications:
  email:
    enabled: true
    smtp_host: smtp.example.com
  slack:
    enabled: true
    webhook_url: https://hooks.slack.com/...
```

## Contributing

1. Fork the repository
2. Create your feature branch (`git checkout -b feature/amazing-feature`)
3. Commit your changes (`git commit -m 'Add amazing feature'`)
4. Push to the branch (`git push origin feature/amazing-feature`)
5. Open a Pull Request

## License

Licensed under either of:
- Apache License, Version 2.0 ([LICENSE-APACHE](LICENSE-APACHE))
- MIT license ([LICENSE-MIT](LICENSE-MIT))

## Acknowledgments

- Built with Rust 🦀
- WebAssembly support via wasm-bindgen
- ML components powered by smartcore