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As an effective approach to thwarting advanced attacks, moving target defense (MTD) has been applied to various domains. Previous works on MTD, however, mainly focus on deciding the sequence of system configurations to be used and have…

Computer Science and Game Theory · Computer Science 2019-06-03 Henger Li , Zizhan Zheng

The present complexity in designing web applications makes software security a difficult goal to achieve. An attacker can explore a deployed service on the web and attack at his/her own leisure. Moving Target Defense (MTD) in web…

Cryptography and Security · Computer Science 2016-11-18 Sailik Sengupta , Satya Gautam Vadlamudi , Subbarao Kambhampati , Marthony Taguinod , Adam Doupé , Ziming Zhao , Gail-Joon Ahn

Moving Target Defense (MTD) has emerged as a proactive and dynamic framework to counteract evolving cyber threats. Traditional MTD approaches often rely on assumptions about the attackers knowledge and behavior. However, real-world…

Cryptography and Security · Computer Science 2024-08-20 Megha Bose , Praveen Paruchuri , Akshat Kumar

Electric power grid components, such as high voltage transformers (HVTs), generating stations, substations, etc. are expensive to maintain and, in the event of failure, replace. Thus, regularly monitoring the behavior of such components is…

Computer Science and Game Theory · Computer Science 2020-10-09 Sailik Sengupta , Kaustav Basu , Arunabha Sen , Subbarao Kambhampati

Moving Target Defense (MTD) has emerged as a key technique in various security applications as it takes away the attacker's ability to perform reconnaissance for exploiting a system's vulnerabilities. However, most of the existing research…

Computer Science and Game Theory · Computer Science 2023-01-25 Vignesh Viswanathan , Megha Bose , Praveen Paruchuri

Moving target defense (MTD) is a proactive defense approach that aims to thwart attacks by continuously changing the attack surface of a system (e.g., changing host or network configurations), thereby increasing the adversary's uncertainty…

Cryptography and Security · Computer Science 2020-08-21 Taha Eghtesad , Yevgeniy Vorobeychik , Aron Laszka

A model of strategy formulation is used to study how an adaptive attacker learns to overcome a moving target cyber defense. The attacker-defender interaction is modeled as a game in which a defender deploys a temporal platform migration…

Cryptography and Security · Computer Science 2014-08-19 M. L. Winterrose , K. M. Carter , N. Wagner , W. W. Streilein

In this work, we model Moving Target Defence (MTD) as a partially observable stochastic game between an attacker and a defender. The attacker tries to compromise the system through probing actions, while the defender minimizes the risk by…

Computer Science and Game Theory · Computer Science 2025-08-26 Mandar Datar , Yann Dujardin

Cyber deception is an emerging proactive defense strategy to counter increasingly sophisticated attacks such as Advanced Persistent Threats (APTs) by misleading and distracting attackers from critical assets. However, since deception…

Computer Science and Game Theory · Computer Science 2025-05-28 Ya-Ting Yang , Quanyan Zhu

Since 2009, Moving Target Defense (MTD) has become a new paradigm of defensive mechanism that frequently changes the state of the target system to confuse the attacker. This frequent change is costly and leads to a trade-off between…

Cryptography and Security · Computer Science 2022-06-29 Gabriel Ballot , Vadim Malvone , Jean Leneutre , Etienne Borde

Moving Target Defense (MTD) is an emerging game-changing defense strategy in cybersecurity with the goal of strengthening defenders and conversely puzzling adversaries in a network environment. The successful deployment of an MTD system can…

Systems and Control · Computer Science 2019-05-23 Jianjun Zheng , Akbar Siami Namin

Large scale cloud networks consist of distributed networking and computing elements that process critical information and thus security is a key requirement for any environment. Unfortunately, assessing the security state of such networks…

Cryptography and Security · Computer Science 2018-11-05 Ankur Chowdhary , Sailik Sengupta , Adel Alshamrani , Dijiang Huang , Abdulhakim Sabur

Moving Target Defense (MTD) is commonly formulated as a repeated security game to mitigate persistent threats. Although the strong Stackelberg equilibrium (SSE) characterizes the defender's optimal strategy in the leader-follower framework,…

Computer Science and Game Theory · Computer Science 2026-05-11 Zhaoyang Cheng , Guanpu Chen , Yiguang Hong , Ming Cao , Mikael Skoglund

The field of cybersecurity has mostly been a cat-and-mouse game with the discovery of new attacks leading the way. To take away an attacker's advantage of reconnaissance, researchers have proposed proactive defense methods such as Moving…

Computer Science and Game Theory · Computer Science 2020-07-22 Sailik Sengupta , Subbarao Kambhampati

This article considers the design and analysis of multiple moving target defenses for recognizing and isolating attacks on cyber-physical systems. We consider attackers who perform integrity attacks on a set of sensors and actuators in a…

Systems and Control · Computer Science 2020-08-21 Paul Griffioen , Sean Weerakkody , Bruno Sinopoli

Moving Target Defense (MTD) has emerged as a newcomer into the asymmetric field of attack and defense, and shuffling-based MTD has been regarded as one of the most effective ways to mitigate DDoS attacks. However, previous work does not…

Cryptography and Security · Computer Science 2019-11-22 Yuyang Zhou , Guang Cheng , Shanqing Jiang , Ying Hu , Yuyu Zhao , Zihan Chen

The processing and storage of critical data in large-scale cloud networks necessitate the need for scalable security solutions. It has been shown that deploying all possible security measures incurs a cost on performance by using up…

Artificial Intelligence · Computer Science 2019-03-01 Ankur Chowdhary , Sailik Sengupta , Dijiang Huang , Subbarao Kambhampati

Reactive defense mechanisms, such as intrusion detection systems, have made significant efforts to secure a system or network for the last several decades. However, the nature of reactive security mechanisms has limitations because…

Networking and Internet Architecture · Computer Science 2019-09-19 Jin-Hee Cho , Dilli P. Sharma , Hooman Alavizadeh , Seunghyun Yoon , Noam Ben-Asher , Terrence J. Moore , Dong Seong Kim , Hyuk Lim , Frederica F. Nelson

This paper studies the problem of multi-step manipulative attacks in Stackelberg security games, in which a clever attacker attempts to orchestrate its attacks over multiple time steps to mislead the defender's learning of the attacker's…

Artificial Intelligence · Computer Science 2022-03-02 Thanh H. Nguyen , Arunesh Sinha

Network defenses based on traditional tools, techniques, and procedures fail to account for the attacker's inherent advantage present due to the static nature of network services and configurations. To take away this asymmetric advantage,…

Cryptography and Security · Computer Science 2020-03-24 Sailik Sengupta , Ankur Chowdhary , Abdulhakim Sabur , Adel Alshamrani , Dijiang Huang , Subbarao Kambhampati
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