rustkernel-behavioral

GPU-accelerated behavioral analytics kernels for profiling and forensics.

Kernels (6)

• BehavioralProfiling - Feature extraction for user behavior
• AnomalyProfiling - Deviation scoring from behavioral baseline
• FraudSignatureDetection - Known fraud pattern matching
• CausalGraphConstruction - DAG inference from event streams
• ForensicQueryExecution - Historical pattern search and analysis
• EventCorrelationKernel - Temporal event correlation and clustering

Features

• User behavior profiling and baseline establishment
• Real-time anomaly detection against behavioral baselines
• Pattern matching for known fraud signatures
• Causal relationship discovery from events
• Forensic analysis and historical pattern search
• Event correlation across multiple streams

Installation

Add to your Cargo.toml:

[dependencies]
rustkernel-behavioral = "0.1.0"

Usage

use rustkernel_behavioral::prelude::*;

// Profile user behavior
let profiler = BehavioralProfiling::new();
let profile = profiler.extract_features(&user_events);

License

Apache-2.0