Michael Schiemer
55a330b223
- Add DISCOVERY_LOG_LEVEL=debug - Add DISCOVERY_SHOW_PROGRESS=true - Temporary changes for debugging InitializerProcessor fixes on production
76 lines
1.7 KiB
PHP
76 lines
1.7 KiB
PHP
<?php
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declare(strict_types=1);
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namespace App\Framework\Waf\MachineLearning;
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use App\Framework\Waf\MachineLearning\ValueObjects\AnomalyDetection;
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use App\Framework\Waf\MachineLearning\ValueObjects\BehaviorBaseline;
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use App\Framework\Waf\MachineLearning\ValueObjects\BehaviorFeature;
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/**
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* Interface for anomaly detection algorithms
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*/
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interface AnomalyDetectorInterface
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{
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/**
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* Get detector name
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*/
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public function getName(): string;
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/**
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* Get supported behavior types
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*/
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public function getSupportedBehaviorTypes(): array;
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/**
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* Check if detector can analyze the given features
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*/
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public function canAnalyze(array $features): bool;
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/**
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* Detect anomalies in behavioral features
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*
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* @param BehaviorFeature[] $features
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* @return AnomalyDetection[]
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*/
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public function detectAnomalies(array $features, ?BehaviorBaseline $baseline = null): array;
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/**
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* Update detector model with new data
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*
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* @param BehaviorFeature[] $features
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*/
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public function updateModel(array $features): void;
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/**
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* Get detector configuration
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*/
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public function getConfiguration(): array;
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/**
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* Check if detector is enabled
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*/
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public function isEnabled(): bool;
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/**
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* Get detector confidence threshold
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*/
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public function getConfidenceThreshold(): float;
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/**
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* Set detector confidence threshold
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*/
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public function setConfidenceThreshold(float $threshold): void;
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/**
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* Get expected processing time in milliseconds
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*/
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public function getExpectedProcessingTime(): int;
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/**
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* Check if detector supports real-time analysis
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*/
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public function supportsRealTime(): bool;
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}
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