Module adversarial 

Quantum Adversarial Training

This module implements adversarial training methods for quantum neural networks, including adversarial attack generation, robust training procedures, and defense mechanisms against quantum adversarial examples.

Structs

AdversarialTrainingConfig

Configuration for adversarial training

AttackMetrics

Metrics for specific attack types

EarlyStoppingCriteria

Early stopping criteria for adversarial training

QuantumAdversarialExample

Adversarial example for quantum neural networks

QuantumAdversarialTrainer

Quantum adversarial trainer

RobustnessMetrics

Robustness metrics

Enums

QuantumAttackType

Types of adversarial attacks for quantum models

QuantumDefenseStrategy

Defense strategies against quantum adversarial attacks

Functions

create_comprehensive_defense

Helper function to create comprehensive defense strategy

create_default_adversarial_config

Helper function to create default adversarial training config