detector_benchmark.generation.gen_params_attack

Classes

GenParamsAttack

Helper class that provides a standard way to create an ABC using

Module Contents

class detector_benchmark.generation.gen_params_attack.GenParamsAttack(gen_model: detector_benchmark.generation.generator.LLMGenerator, gen_config: detector_benchmark.utils.configs.ModelConfig, gen_prompt_config: detector_benchmark.utils.configs.PromptConfig, adversarial_gen_params: dict, max_sample_len: int, watermarking_scheme: detector_benchmark.watermark.auto_watermark.AutoWatermark = None)

Bases: detector_benchmark.generation.article_generator.ArticleGenerator

Helper class that provides a standard way to create an ABC using inheritance.

adversarial_gen_params

attack_name = 'gen_parameters_attack'

generate_adversarial_text(prefixes: list[str], batch_size: int = 1) → list[str]

Generate text with adversarial generation parameters.

Parameters:

prefixes: list

A list of input contexts for text generation.

batch_size: int

The batch size to use for generation.

Returns:

fake_articles: list

A list of generated text.