Donghoon Kim Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Assistant Professor

Arkansas State University

faculty

2 h-index 8 pubs 10 cited

Research Areas

Advanced Neural Network Applications Network Security and Intrusion Detection Antibiotic Resistance in Bacteria Medical Imaging Techniques and Applications Natural Language Processing Techniques Bioinformatics and Genomic Networks

Links

ORCID Lab Website

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OverviewAI-generated summary

Donghoon Kim's research investigates the application of advanced machine learning models to diverse problems, including cybersecurity and medical diagnostics. His work has explored robust authentication methods for copyright images using deep hashing models with self-supervision and analyzed website fingerprinting attacks on Tor networks with advanced features. In the health domain, Kim has contributed to research on automated Chagas disease detection from ECG data using ResNet-BiGRU models and enhancing antimicrobial resistance phenotype prediction for bacteria through data augmentation and machine learning.

Metrics

  • h-index: 2
  • Publications: 8
  • Citations: 10

Selected Publications

  • Improving Antimicrobial Resistance (AMR) Phenotype Prediction for Unseen Bacteria through Data Augmentation and Machine Learning (2025) DOI
  • Website Fingerprinting Attacks with Advanced Features on Tor Networks (2024) DOI
  • Enhancing Deep Hashing With GCN-Based Models for Efficient Similarity Search (2024) DOI
  • Poster: Advanced Features for Real-Time Website Fingerprinting Attacks on Tor (2024) DOI

Collaborators

Researchers in the database who share publications

Yeojin Jung Arkansas State University 1 shared publication Namkyeong Kim Arkansas State University 1 shared publication

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