A Parameterized Perspective on Protecting Elections

05/28/2019
by   Palash Dey, et al.
0

We study the parameterized complexity of the optimal defense and optimal attack problems in voting. In both the problems, the input is a set of voter groups (every voter group is a set of votes) and two integers k_a and k_d corresponding to respectively the number of voter groups the attacker can attack and the number of voter groups the defender can defend. A voter group gets removed from the election if it is attacked but not defended. In the optimal defense problem, we want to know if it is possible for the defender to commit to a strategy of defending at most k_d voter groups such that, no matter which k_a voter groups the attacker attacks, the outcome of the election does not change. In the optimal attack problem, we want to know if it is possible for the attacker to commit to a strategy of attacking k_a voter groups such that, no matter which k_d voter groups the defender defends, the outcome of the election is always different from the original (without any attack) one.

READ FULL TEXT
research
05/26/2022

BagFlip: A Certified Defense against Data Poisoning

Machine learning models are vulnerable to data-poisoning attacks, in whi...
research
04/06/2022

Efficient attack sequences in m-eternal domination

We study the m-eternal domination problem from the perspective of the at...
research
02/27/2022

The Art of Manipulation: Threat of Multi-Step Manipulative Attacks in Security Games

This paper studies the problem of multi-step manipulative attacks in Sta...
research
04/07/2021

The art of defense: letting networks fool the attacker

Some deep neural networks are invariant to some input transformations, s...
research
06/28/2022

Reasoning about Moving Target Defense in Attack Modeling Formalisms

Since 2009, Moving Target Defense (MTD) has become a new paradigm of def...
research
03/01/2023

Planning for Attacker Entrapment in Adversarial Settings

In this paper, we propose a planning framework to generate a defense str...
research
05/06/2020

A Parameterized Perspective on Attacking and Defending Elections

We consider the problem of protecting and manipulating elections by reco...

Please sign up or login with your details

Forgot password? Click here to reset