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Frederick T. Sheldon

University of Idaho · US
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Area of research
Computer Networks and Communications · Information Systems
Research interest
Research interests include Computer science, Computer security, Cloud computing, Ransomware, Artificial intelligence, and Intrusion detection system.
h-index
citations
1,578
works
90
NIH funding
primary concept
email

Recent publications

An Intelligent Sensing Framework for Early Ransomware Detection Using MHSA-LSTM Machine Learning
Sensors 2026cited by 1position: lastdoi
Investigating Security Vulnerabilities in 5G Control and User Planes: Attack Patterns and Protection Strategies
Journal of Cybersecurity and Privacy 2026cited by 1position: middledoi
A Blockchain-Augmented CPS Framework to Mitigate FDI Attacks and Improve Resiliency
Digital 2026cited by 1position: lastdoi
Experimental Evaluation of MQTT Authentication Mechanisms: Reliability, Enforcement Accuracy, and Security Implications
Preprints.org 2026cited by 0position: lastdoi
Methodology and Architecture for Benchmarking End-to-End PQC Protocol Resilience in an IoT Context
IoT 2026cited by 0position: lastdoi
Performance Trade-Offs in Multi-Tenant IoT–Cloud Security: A Systematic Review of Emerging Technologies
IoT 2026cited by 0position: lastdoi
Physics-Constrained Optimization Framework for Detecting Stealthy Drift Perturbations
Mathematics 2026cited by 0position: lastdoi
Experimental Quantification of Authentication Enforcement Correctness and ACL Misconfiguration Impact in Standards-Compliant MQTT Deployments
Applied Sciences 2026cited by 0position: lastdoi
IoT–Cloud Integration Security: A Survey of Challenges, Solutions, and Directions
Electronics 2025cited by 35position: lastdoi
Resilience of Post-Quantum Cryptography in Lightweight IoT Protocols: A Systematic Review
Eng—Advances in Engineering 2025cited by 6position: lastdoi
A Deep Learning Framework for Enhanced Detection of Polymorphic Ransomware
Future Internet 2025cited by 5position: lastdoi
A Wide and Weighted Deep Ensemble Model for Behavioral Drifting Ransomware Attacks
Mathematics 2025cited by 1position: lastdoi
Taxonomy of Existing Sustainable Smart City IoT Projects
IEEE Access 2025cited by 1position: firstdoi
Personalized Course Recommendations Leveraging Machine and Transfer Learning Toward Improved Student Outcomes
Machine Learning and Knowledge Extraction 2025cited by 1position: lastdoi
Cloud Security Assessment: A Taxonomy-Based and Stakeholder-Driven Approach
Information 2025cited by 0position: middledoi
Ensembling Supervised and Unsupervised Machine Learning Algorithms for Detecting Distributed Denial of Service Attacks
Algorithms 2024cited by 11position: middledoi
Novel Ransomware Detection Exploiting Uncertainty and Calibration Quality Measures Using Deep Learning
Information 2024cited by 11position: lastdoi
An Incremental Mutual Information-Selection Technique for Early Ransomware Detection
Information 2024cited by 10position: lastdoi
eMIFS: A Normalized Hyperbolic Ransomware Deterrence Model Yielding Greater Accuracy and Overall Performance
Sensors 2024cited by 8position: lastdoi
Cloud Security Using Fine-Grained Efficient Information Flow Tracking
Future Internet 2024cited by 7position: lastdoi
Trustworthy High-Performance Multiplayer Games with Trust-but-Verify Protocol Sensor Validation
Sensors 2024cited by 1position: lastdoi
Trusting Classifiers with Interpretable Machine Learning Based Feature Selection Backpropagation
2024cited by 1position: middledoi
Opportunities for Early Detection and Prediction of Ransomware Attacks against Industrial Control Systems
Future Internet 2023cited by 46position: lastdoi
Systematic Review of Recommendation Systems for Course Selection
Machine Learning and Knowledge Extraction 2023cited by 37position: lastdoi
An Enhanced Minimax Loss Function Technique in Generative Adversarial Network for Ransomware Behavior Prediction
Future Internet 2023cited by 27position: lastdoi
Temporal Data Correlation Providing Enhanced Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation
Sensors 2023cited by 11position: lastdoi
Replication Data for: IoT Platforms for Smart City Implementation in Rural and Urban Communities: A Comparative Review
Harvard Dataverse 2023cited by 0position: firstdoi
IoT Intrusion Detection Using Machine Learning with a Novel High Performing Feature Selection Method
Applied Sciences 2022cited by 186position: lastdoi
A Survey of Crypto Ransomware Attack Detection Methodologies: An Evolving Outlook
Sensors 2022cited by 103position: lastdoi
Novel Security Models for IoT–Fog–Cloud Architectures in a Real-World Environment
Applied Sciences 2022cited by 11position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Ananth A. Jillepalli · University of Idaho17 papers (2017–2025)Mohammad Ashrafuzzaman · University of Idaho13 papers (2017–2024)Daniel Conte de Leon · University of Idaho11 papers (2017–2022) · 11 papers (2016–2025)Yacine Chakhchoukh · University of Idaho10 papers (2018–2021) · 9 papers (2020–2024)Mazen Gazzan · University of Idaho8 papers (2020–2025)Sultan Ahmed Almalki · University of Idaho8 papers (2020–2022)Michael Haney · University of Idaho8 papers (2017–2019) · 7 papers (2016–2025)Faisal S. Alsubaei · University of Jeddah6 papers (2016–2025)Predrag T. Tošić · University of Idaho6 papers (2018–2020)Khalid Albulayhi · University of Idaho6 papers (2020–2022)Robert K. Abercrombie · University of Idaho6 papers (2013–2021)Brian K. Johnson · University of Idaho5 papers (2018–2019)Salahaldeen Duraibi · University of Idaho5 papers (2020–2021)Mohammed M. Almutairi · University of Idaho5 papers (2024–2025)Ahmed Abdel-Rahim · University of Idaho4 papers (2022–2025)Jim Alves-Foss · University of Idaho4 papers (2018–2022)Mohammed A. Aleisa · University of Idaho4 papers (2020–2022)
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