119 citations · 326 across the 21 of their papers we have counts for
21 papers
Quantifying Cybersecurity Effectiveness of Software Diversity
Huashan Chen, Richard B. Garcia-Lebron, Zheyuan Sun +2
The deployment of monoculture software stacks can cause a devastating damage even by a single exploit against a single vulnerability. Inspired by the resilience benefit of biologic…
Foureye: Defensive Deception based on Hypergame Theory Against Advanced Persistent Threats
Zelin Wan, Jin-Hee Cho, Mu Zhu +3
Defensive deception techniques have emerged as a promising proactive defense mechanism to mislead an attacker and thereby achieve attack failure. However, most game-theoretic defen…
Game-Theoretic and Machine Learning-based Approaches for Defensive Deception: A Survey
Mu Zhu, Ahmed H. Anwar, Zelin Wan +3
Defensive deception is a promising approach for cyber defense. Via defensive deception, the defender can anticipate attacker actions; it can mislead or lure attacker, or hide real…
Multidimensional Uncertainty-Aware Evidential Neural Networks
Yibo Hu, Yuzhe Ou, Xujiang Zhao +2
Traditional deep neural networks (NNs) have significantly contributed to the state-of-the-art performance in the task of classification under various application domains. However,…
A Survey on Centrality Metrics and Their Implications in Network Resilience
Zelin Wan, Yash Mahajan, Beom Woo Kang +2
Centrality metrics have been used in various networks, such as communication, social, biological, geographic, or contact networks. In particular, they have been used in order to st…
Uncertainty Aware Semi-Supervised Learning on Graph Data
Xujiang Zhao, Feng Chen, Shu Hu +1
Thanks to graph neural networks (GNNs), semi-supervised node classification has shown the state-of-the-art performance in graph data. However, GNNs have not considered different ty…
Diversity-By-Design for Dependable and Secure Cyber-Physical Systems: A Survey
Qisheng Zhang, Abdullah Zubair Mohammed, Zelin Wan +2
Diversity-based security approaches have been studied for several decades since the 1970's. The concept of diversity-by-design emerged in the 1980's and, since then, diversity-base…
Vulnerability-Aware Resilient Networks: Software Diversity-based Network Adaptation
Qisheng Zhang, Jin-Hee Cho, Terrence J. Moore +1
By leveraging the principle of software polyculture to ensure security in a network, we proposed a vulnerability-based software diversity metric to determine how a network topology…
Proactive Defense for Internet-of-Things: Integrating Moving Target Defense with Cyberdeception
Mengmeng Ge, Jin-Hee Cho, Dong Seong Kim +2
Resource constrained Internet-of-Things (IoT) devices are highly likely to be compromised by attackers because strong security protections may not be suitable to be deployed. This…
Online Social Deception and Its Countermeasures for Trustworthy Cyberspace: A Survey
Zhen Guo, Jin-Hee Cho, Ing-Ray Chen +3
We are living in an era when online communication over social network services (SNSs) have become an indispensable part of people's everyday lives. As a consequence, online social…
Quantifying Classification Uncertainty using Regularized Evidential Neural Networks
Xujiang Zhao, Yuzhe Ou, Lance Kaplan +2
Traditional deep neural nets (NNs) have shown the state-of-the-art performance in the task of classification in various applications. However, NNs have not considered any types of…
Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data
Xujiang Zhao, Feng Chen, Jin-Hee Cho
Subjective Logic (SL) is one of well-known belief models that can explicitly deal with uncertain opinions and infer unknown opinions based on a rich set of operators of fusing mult…
Toward Proactive, Adaptive Defense: A Survey on Moving Target Defense
Jin-Hee Cho, Dilli P. Sharma, Hooman Alavizadeh +6
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 r…
Modeling and Analysis of Integrated Proactive Defense Mechanisms for Internet-of-Things
Mengmeng Ge, Jin-Hee Cho, Bilal Ishfaq +1
As a solution to protect and defend a system against inside attacks, many intrusion detection systems (IDSs) have been developed to identify and react to them for protecting a syst…
Optimal Deployments of Defense Mechanisms for the Internet of Things
Mengmeng Ge, Jin-Hee Cho, Charles A. Kamhoua +1
Internet of Things (IoT) devices can be exploited by the attackers as entry points to break into the IoT networks without early detection. Little work has taken hybrid approaches t…
Metrics Towards Measuring Cyber Agility
Jose David Mireles, Eric Ficke, Jin-Hee Cho +2
In cyberspace, evolutionary strategies are commonly used by both attackers and defenders. For example, an attacker's strategy often changes over the course of time, as new vulnerab…
Rating Reliability and Bias in News Articles: Does AI Assistance Help Everyone?
Benjamin D. Horne, Dorit Nevo, John O'Donovan +2
With the spread of false and misleading information in current news, many algorithmic tools have been introduced with the aim of assessing bias and reliability in written content.…
Statistical Estimation of Malware Detection Metrics in the Absence of Ground Truth
Pang Du, Zheyuan Sun, Huashan Chen +2
The accurate measurement of security metrics is a critical research problem because an improper or inaccurate measurement process can ruin the usefulness of the metrics, no matter…
FRVM: Flexible Random Virtual IP Multiplexing in Software-Defined Networks
Dilli P. Sharma, Dong Seong Kim, Seunghyun Yoon +3
Network address shuffling is one of moving target defense (MTD) techniques that can invalidate the address information attackers have collected based on the current network IP conf…
Is Uncertainty Always Bad?: Effect of Topic Competence on Uncertain Opinions
Jin-Hee Cho, Sibel Adalı
The proliferation of information disseminated by public/social media has made decision-making highly challenging due to the wide availability of noisy, uncertain, or unverified inf…
Intrusion Detection Systems for Networked Unmanned Aerial Vehicles: A Survey
Gaurav Choudhary, Vishal Sharma, Ilsun You +3
Unmanned Aerial Vehicles (UAV)-based civilian or military applications become more critical to serving civilian and/or military missions. The significantly increased attention on U…