roksana.attack_methods.registry

Attack Methods Registry

This module provides a registry for managing attack methods. It includes predefined attack methods and utilities to register custom attack methods dynamically.

Classes:

  • DegreeAttack: Implements degree-based edge removal.

  • PageRankAttack: Implements PageRank-based edge removal.

  • RandomAttack: Implements random edge removal.

  • VikingAttack: Implements Viking perturbation attack.

Functions:

  • register_attack_method: Decorator to register a custom attack method.

  • get_attack_method: Retrieve an instance of a registered attack method.

Functions

get_attack_method(name, data, **kwargs)

Retrieve an instance of the specified attack method.

register_attack_method(name)

Decorator to register an attack method class with a given name.