119 citations · 326 across the 21 of their papers we have counts for
7 papers · 1 filter
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.…