"""
MyCustomAttack Module
----------------------
This module provides an example of how to implement a custom graph attack algorithm. Custom routines should
inherit from the `BaseAttack` class and override the `execute` method to define the attack logic.
Classes:
- MyCustomAttack: An example implementation of a custom attack.
Usage:
To use the `MyCustomAttack` class, follow the example below:
----------------------------------------------------------------------
from custom_attack import MyCustomAttack
attack = MyCustomAttack()
result = attack.execute(data, params={'custom_param': 'value'})
----------------------------------------------------------------------
"""
from .base_attack import BaseAttack
from typing import Any
[docs]
class MyCustomAttack(BaseAttack):
"""
MyCustomAttack Class
---------------------
Example implementation of a custom attack. This class demonstrates how to inherit from the `BaseAttack`
class and implement the `execute` method for modifying a graph dataset.
Methods:
- execute: Executes the custom attack on the input data.
"""
[docs]
def execute(self, data: Any, params: dict) -> Any:
"""
Execute the custom attack logic.
Args:
data (Any): The input graph dataset to modify.
params (dict): A dictionary of parameters to configure the attack.
Returns:
Any: The modified graph dataset after applying the custom attack.
"""
# Implement custom attack logic here
modified_data = data # Modify data as needed
return modified_data