Jin-Hee Cho

Jin-Hee Cho

Virginia Polytechnic Institute and State University

H-index: 36

North America-United States

About Jin-Hee Cho

Jin-Hee Cho, With an exceptional h-index of 36 and a recent h-index of 31 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of AI-based cybersecurity, decision making under uncertainty, network science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Decision Theory-Guided Deep Reinforcement Learning for Fast Learning

Winning the Social Media Influence Battle: Uncertainty-Aware Opinions to Understand and Spread True Information via Competitive Influence Maximization

Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty

SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms

Deception in Drone Surveillance Missions: Strategic vs. Learning Approaches

Privacy-Preserving and Diversity-Aware Trust-based Team Formation in Online Social Networks

Machine learning-based intrusion detection for smart grid computing: A survey

Attack-resistant, energy-adaptive monitoring for smart farms: Uncertainty-aware deep reinforcement learning approach

Jin-Hee Cho Information

University

Position

Computer Science Department

Citations(all)

6437

Citations(since 2020)

3870

Cited By

3914

hIndex(all)

36

hIndex(since 2020)

31

i10Index(all)

97

i10Index(since 2020)

75

Email

University Profile Page

Virginia Polytechnic Institute and State University

Google Scholar

View Google Scholar Profile

Jin-Hee Cho Skills & Research Interests

AI-based cybersecurity

decision making under uncertainty

network science

Top articles of Jin-Hee Cho

Title

Journal

Author(s)

Publication Date

Decision Theory-Guided Deep Reinforcement Learning for Fast Learning

arXiv preprint arXiv:2402.06023

Zelin Wan

Jin-Hee Cho

Mu Zhu

Ahmed H Anwar

Charles Kamhoua

...

2024/2/8

Winning the Social Media Influence Battle: Uncertainty-Aware Opinions to Understand and Spread True Information via Competitive Influence Maximization

arXiv preprint arXiv:2404.18826

Qi Zhang

Lance M Kaplan

Audun Jøsang

Dong Hyun Jeong

Feng Chen

...

2024/4/29

Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty

arXiv preprint arXiv:2404.10980

Changbin Li

Kangshuo Li

Yuzhe Ou

Lance M Kaplan

Audun Jøsang

...

2024/4/17

SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms

arXiv preprint arXiv:2402.10280

Dian Chen

Paul Yang

Ing-Ray Chen

Dong Sam Ha

Jin-Hee Cho

2024/2/15

Deception in Drone Surveillance Missions: Strategic vs. Learning Approaches

Zelin Wan

Jin-Hee Cho

Mu Zhu

Ahmed H Anwar

Charles Kamhoua

...

2023/10/23

Privacy-Preserving and Diversity-Aware Trust-based Team Formation in Online Social Networks

Yash Mahajan

Zhen Guo

Jin-Hee Cho

Ing-Ray Chen

2023

Machine learning-based intrusion detection for smart grid computing: A survey

ACM Transactions on Cyber-Physical Systems

Nitasha Sahani

Ruoxi Zhu

Jin-Hee Cho

Chen-Ching Liu

2023/4/19

Attack-resistant, energy-adaptive monitoring for smart farms: Uncertainty-aware deep reinforcement learning approach

IEEE Internet of Things Journal

Qisheng Zhang

Dian Chen

Yash Mahajan

Ray Chen

Dong Sam Ha

...

2023/6/16

2nd Workshop on Uncertainty Reasoning and Quantification in Decision Making

Xujiang Zhao

Chen Zhao

Feng Chen

Jin-Hee Cho

Haifeng Chen

2023/8/6

A survey on attacks and their countermeasures in deep learning: Applications in deep neural networks, federated, transfer, and deep reinforcement learning

IEEE Access

Haider Ali

Dian Chen

Matthew Harrington

Nathaniel Salazar

Mohannad Al Ameedi

...

2023/10/20

Subjective Bayesian Network-based Interdependent Mission Impact Assessment with Game-Theoretic Attack-Defense Interactions

Authorea Preprints

Han Jun Yoon

Ashrith Reddy Thukkaraju

Shou Matsumoto

Jair Feldens Ferrari

Dongwhan Lee

...

2023/12/7

Active Learning on Neural Networks through Interactive Generation of Digit Patterns and Visual Representation

Dong H Jeong

Jin-Hee Cho

Feng Chen

Audun Jøsang

Soo-Yeon Ji

2023/3/11

Performance impact analysis of services under a time-based moving target defense mechanism

The Journal of Defense Modeling and Simulation

Júlio Mendonça

Jin-Hee Cho

Terrence J Moore

Frederica F Nelson

Hyuk Lim

...

2023/1

Multi-Label Temporal Evidential Neural Networks for Early Event Detection

Xujiang Zhao

Xuchao Zhang

Chen Zhao

Jin-Hee Cho

Lance Kaplan

...

2023/6/4

End-to-end multimodal fact-checking and explanation generation: A challenging dataset and models

Barry Menglong Yao

Aditya Shah

Lichao Sun

Jin-Hee Cho

Lifu Huang

2023

Interdependent Mission Impact Assessment of an IoT System with Hypergame-Theoretic Attack-Defense Behavior Modeling

Ashrith Reddy Thukkaraju

Han Jun Yoon

Shou Matsumoto

Jair Feldens Ferrari

Donghwan Lee

...

2023/10/16

Energy-Adaptive, Robust Monitoring for Solar Sensor-based Smart Farms Under Adversarial Attacks

Dian Chen

Qisheng Zhang

Ing Ray Chen

Dong Ha

Jin-Hee Cho

2023/11/9

Uncertainty-aware reward-based deep reinforcement learning for intent analysis of social media information

arXiv preprint arXiv:2302.10195

Zhen Guo

Qi Zhang

Xinwei An

Qisheng Zhang

Audun Jøsang

...

2023/2/19

EVADE: Efficient Moving Target Defense for Autonomous Network Topology Shuffling Using Deep Reinforcement Learning

Qisheng Zhang

Jin-Hee Cho

Terrence J Moore

Dan Dongseong Kim

Hyuk Lim

...

2023/5/29

ScanFed: Scalable Behavior-Based Backdoor Detection in Federated Learning

Rui Ning

Jiang Li

Chunsheng Xin

Chonggang Wang

Xu Li

...

2023/7/18

See List of Professors in Jin-Hee Cho University(Virginia Polytechnic Institute and State University)

Co-Authors

H-index: 97
Tarek Abdelzaher

Tarek Abdelzaher

University of Illinois at Urbana-Champaign

H-index: 70
Prasant Mohapatra

Prasant Mohapatra

University of California, Davis

H-index: 61
Chang-Tien Lu

Chang-Tien Lu

Virginia Polytechnic Institute and State University

H-index: 59
Sencun Zhu

Sencun Zhu

Penn State University

H-index: 53
Shouhuai Xu

Shouhuai Xu

University of Colorado Colorado Springs

H-index: 51
Ing-Ray Chen

Ing-Ray Chen

Virginia Polytechnic Institute and State University

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