Simultaneous Attack

Simultaneous attacks, targeting multiple vulnerabilities within a system, pose a significant challenge across diverse fields, from smart grids to machine learning. Current research focuses on developing robust defense mechanisms against these coordinated attacks, employing techniques like game theory, graph-based approaches, and ensemble methods within machine learning models to improve resilience. This research is crucial for enhancing the security and reliability of complex systems, particularly in critical infrastructure and data-driven applications, where the impact of successful attacks can be severe. Benchmarking frameworks are emerging to evaluate the effectiveness of defenses against a variety of simultaneous attacks, highlighting the need for more robust and generalizable solutions.

Papers

October 25, 2024

Coordinated Reply Attacks in Influence Operations: Characterization and Detection
Manita Pote, Tuğrulcan Elmas, Alessandro Flammini, Filippo Menczer
Data Detection New Characterization Multi Step Adversarial Attack Social Influence Influence Operation Influence Campaign Simultaneous Attack

July 10, 2024

A Comprehensive Survey on the Security of Smart Grid: Challenges, Mitigations, and Future Research Opportunities
Arastoo Zibaeirad, Farnoosh Koleini, Shengping Bi, Tao Hou, Tao Wang
Technical Challenge Comprehensive Survey Security Related Faulty Negative Mitigation Smart Grid Attack Vector Simultaneous Attack

March 25, 2024

Graph Protection under Multiple Simultaneous Attacks: A Heuristic Approach
Marko Djukanovic, Stefan Kapunac, Aleksandar Kartelj, Dragan Matic
Specific Heuristic Random Network Dominating Set Simultaneous Attack

January 18, 2024

Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
Janvi Thakkar, Giulio Zizzo, Sergio Maffeis
Adversarial Training Membership Inference Attack Empirical Evaluation Differentially Private Robust Adversarial Learning Simultaneous Attack Private Probabilistic

February 21, 2023

MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
Sihui Dai, Saeed Mahloujifar, Chong Xiang, Vikash Sehwag, Pin-Yu Chen, Prateek Mittal
Native Robustness Adversarial Example Attack Performance Multiple Attack Simultaneous Attack Average Case Robustness

October 28, 2022

Improving Hyperspectral Adversarial Robustness Under Multiple Attacks
Nicholas Soucy, Salimeh Yasaei Sekeh
Adversarial Example Adversarial Robustness Ensemble Adversarial Ensemble Attack Simultaneous Attack