cli.logic.evaluation.adversarial_evaluation package

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cli.logic.evaluation.adversarial_evaluation.adversarial_evaluator module

class cli.logic.evaluation.adversarial_evaluation.adversarial_evaluator.CLIAdversarialEvaluator(config: AdversarialEvaluationCliConfigType, **kwargs)

Bases: object

Base class for the adversarial evaluation CLI.

run()

Run the evaluation.

try:

logger.info(“Starting adversarial evaluation with the following evaluators: %s”,

self.config.evaluation.evaluators)

model, data_loader, attack, target_models = self._prepare_evaluation_env() self._execute_evaluation(

model, data_loader, attack, target_models)

logger.info(“Adversarial evaluation completed successfully.”)

except Exception as e:

click.secho(“Evaluation failed.”, fg=”red”) logger.error(“Failed to evaluate adversarial examples: %s”, e) raise e

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