Struct AnomalyProfiling 

pub struct AnomalyProfiling { /* private fields */ }

Anomaly profiling kernel.

Compares current event against behavioral baseline to detect anomalies.

Implementations

impl AnomalyProfiling

pub fn new() -> Self

Create a new anomaly profiling kernel.

pub fn compute( event: &UserEvent, profile: &BehaviorProfile, recent_events: &[UserEvent], threshold: f64, ) -> AnomalyResult

Detect anomalies by comparing event against profile.

Arguments

• event - The event to analyze
• profile - The user’s behavioral profile
• recent_events - Recent events for context
• threshold - Anomaly score threshold (0-100)

pub fn compute_batch( events: &[UserEvent], profile: &BehaviorProfile, threshold: f64, ) -> Vec<AnomalyResult>

Batch analyze multiple events.

Trait Implementations

impl Clone for AnomalyProfiling

fn clone(&self) -> AnomalyProfiling

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AnomalyProfiling

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for AnomalyProfiling

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for AnomalyProfiling

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.

fn health_check(&self) -> HealthStatus

Perform a health check on this kernel.

fn shutdown(&self) -> Result<(), KernelError>

Graceful shutdown of the kernel.

fn refresh_config(&mut self, _config: &KernelConfig) -> Result<(), KernelError>

Refresh kernel configuration at runtime.