Tony Jan

69 papers B 14C 6Misc 2Journal 29Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing IIoT Security Using Digital Twins in Industry 5.0: A Systematic Literature Review.
Inf.
Md Whaiduzzaman, Natasha Tanzila Monalisa, Shinthi Tasnim Himi, Shirin Sultana, Tony Jan, Alistair Barros
2026 J jnl
Feature reduction in federated learning for intrusion detection in IoT networks.
Cybersecur.
Thien D. Nguyen, Ammar Alazab, Ansam Khraisat, Tony Jan
2025 J jnl
A CIA Triad-Based Taxonomy of Prompt Attacks on Large Language Models.
Future Internet
Nicholas Jones, Md Whaiduzzaman, Tony Jan, Amr Adel, Ammar Alazab, Afnan Alkreisat
2025 J jnl
A Comprehensive Review of Deepfake Detection Techniques Utilizing Remote Photoplethysmography.
IEEE Access
Kavya Sree Kammari, Manju Khanna, Yasasree Lasya Annambhotla, Keerthi Devarajan Anuradha, Poosarla Naga Suryapadma Namrata, K. V. Nagaraja, T. V. Smitha, Tony Jan, Ganesh R. Naik
2025 J jnl
A comprehensive survey of machine learning and deep learning approaches for anomaly detection in high-performance computing systems.
J. Supercomput.
Cibin Ki, Ramah Sivakumar, Jaison Paul Mulerikkal, Binu Ayyappan, Manish Gupta, Tony Jan
2025 J jnl
A review of major ICT failures and recovery strategies: Strengthening digital resilience.
Comput. Secur.
Amr Adel, Noor H. S. Alani, Tony Jan, Mukesh Prasad
2025 J jnl
Cyber Attack Prediction: From Traditional Machine Learning to Generative Artificial Intelligence.
IEEE Access
Shilpa Ankalaki, Aparna Rajesh Atmakuri, M. Pallavi, Geetabai S. Hukkeri, Tony Jan, Ganesh R. Naik
2025 J jnl
Federated learning for intrusion detection in IoT environments: a privacy-preserving strategy.
Discov. Internet Things
Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Areej Obeidat, Sarabjot Singh, Tony Jan
2025 J jnl
Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method.
IEEE Access
Sanjeeb Shrestha, Xiaojing Huang, Kashif Saleem, Savitri Bevinakoppa, Tony Jan
2025 J jnl
Securing federated learning: a defense strategy against targeted data poisoning attack.
Discov. Internet Things
Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Tony Jan, Sarabjot Singh, Md. Ashraf Uddin
2025 J jnl
Survey of Federated Learning for Cyber Threat Intelligence in Industrial IoT: Techniques, Applications and Deployment Models.
Future Internet
Abin Kumbalapalliyil Tom, Ansam Khraisat, Tony Jan, Md Whaiduzzaman, Thien D. Nguyen, Ammar Alazab
2025 J jnl
Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions.
ACM Comput. Surv.
Ansam Khraisat, Ammar Alazab, Sarabjot Singh, Tony Jan, Alfredo Gomez Jr.
2024 J jnl
DeepChestGNN: A Comprehensive Framework for Enhanced Lung Disease Identification through Advanced Graphical Deep Features.
Sensors
Shakil Rana, Md Jabed Hosen, Tasnim Jahan Tonni, Md. Awlad Hossen Rony, Kaniz Fatema, Md. Zahid Hasan, Md. Tanvir Rahman, Risala Tasin Khan, Tony Jan, Md Whaiduzzaman
2024 J jnl
Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges.
IEEE Access
Pradyumna G. R., Roopa B. Hegde, Bommegowda K. Basavarajappa, Tony Jan, Ganesh R. Naik
2024 C conf
Epilepsy Detection from Weighted EEG Graph (WEG) Using Novel Feature- Normalized Weighted Forgotten Topological Index (NWFT-Index).
HIS
Supriya, Nandini Sidnal, Tony Jan, Scott Thompson-Whiteside
2024 J jnl
Factories of the future in industry 5.0 - Softwarization, Servitization, and Industrialization.
Internet Things
Amr Adel, Noor H. S. Alani, Tony Jan
2024 J jnl
HybOff: a Hybrid Offloading approach to improve load balancing in fog environments.
J. Cloud Comput.
Hamza Sulimani, Rahaf Sulimani, Fahimeh Ramezani, Mohsen Naderpour, Huan Huo, Tony Jan, Mukesh Prasad
2024 J jnl
Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition for Enhanced Imperceptibility and Robustness.
Algorithms
Mahbuba Begum, Sumaita Binte Shorif, Mohammad Shorif Uddin, Jannatul Ferdush, Tony Jan, Alistair Barros, Md Whaiduzzaman
2024 J jnl
Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare - A Survey.
Sensors
Pradyumna G. R., Roopa B. Hegde, Bommegowda K. Basavarajappa, Anil Kumar Bhat, Amit N. Pujari, Gaetano D. Gargiulo, Upul Gunawardana, Tony Jan, Ganesh R. Naik
2024 J jnl
Unmasking Banking Fraud: Unleashing the Power of Machine Learning and Explainable AI (XAI) on Imbalanced Data.
Inf.
SM Nuruzzaman Nobel, Shirin Sultana, Sondip Poul Singha, Sudipto Chaki, Md. Julkar Nayeen Mahi, Tony Jan, Alistair Barros, Md Whaiduzzaman
2024 J jnl
Watch the Skies: A Study on Drone Attack Vectors, Forensic Approaches, and Persisting Security Challenges.
Future Internet
Amr Adel, Tony Jan
2024 J jnl
Who is Watching Whom? Military and Civilian Drone: Vision Intelligence Investigation and Recommendations.
IEEE Access
Amr Adel, Noor H. S. Alani, Scott Thompson-Whiteside, Tony Jan
2023 — conf
Deep Learning-Based Classification of Neurodegenerative Diseases Using Gait Dataset: A Comparative Study.
RCVE
Zeyang Zhou, Ayush Kanwal, Kunal Chaturvedi, Rehan Raza, Shiv Prakash, Tony Jan, Mukesh Prasad
2023 J jnl
Ensemble Transfer Learning for Distinguishing Cognitively Normal and Mild Cognitive Impairment Patients Using MRI.
Algorithms
Pratham Grover, Kunal Chaturvedi, Xing Zi, Amit Saxena, Shiv Prakash, Tony Jan, Mukesh Prasad
2023 J jnl
Quantum Machine Learning for Security Assessment in the Internet of Medical Things (IoMT).
Future Internet
Anand Singh Rajawat, S. B. Goyal, Pradeep Bedi, Tony Jan, Md Whaiduzzaman, Mukesh Prasad
2023 J jnl
Reinforcement optimization for decentralized service placement policy in IoT-centric fog environment.
Trans. Emerg. Telecommun. Technol.
Hamza Sulimani, Akbar Muhammad Sajjad, Wael Y. Alghamdi, Omprakash Kaiwartya, Tony Jan, Simeon Simoff, Mukesh Prasad
2022 C conf
Alcoholic EEG Data Classification Using Weighted Graph-Based Technique.
HIS
Supriya, Tony Jan, Nandini Sidnal, Scott Thompson-Whiteside
2022 — conf
Learning Analytics for Improved Course Delivery: Applications and Techniques.
ICDTE
Tich Phuoc Tran, Tony Jan, Si Na Kew
2021 J jnl
Remote Sensing Imagery Segmentation: A Hybrid Approach.
Remote. Sens.
Shreya Pare, Himanshu Mittal, Mohammad Sajid, Jagdish Chand Bansal, Amit Saxena, Tony Jan, Witold Pedrycz, Mukesh Prasad
2021 — conf
Sustainability of Load Balancing Techniques in Fog Computing Environment: Review.
FNC/MobiSPC
Hamza Sulimani, Wael Y. Alghamdi, Tony Jan, Gnana Bharathy, Mukesh Prasad
2020 J jnl
Determining the Optimal Restricted Driving Zone Using Genetic Algorithm in a Smart City.
Sensors
Pegah Azami, Tony Jan, Saeid Iranmanesh, Omid Ameri Sianaki, Shiva Hajiebrahimi
2020 — conf
Identification and Classification of Cyberbullying Posts: A Recurrent Neural Network Approach Using Under-Sampling and Class Weighting.
ICONIP (5)
Ayush Agarwal, Aneesh Sreevallabh Chivukula, Monowar H. Bhuyan, Tony Jan, Bhuva Narayan, Mukesh Prasad
2020 J jnl
Novel DTN Mobility-Driven Routing in Autonomous Drone Logistics Networks.
IEEE Access
Saeid Iranmanesh, Raad Raad, Muhammad Salman Raheel, Faisel E. M. Tubbal, Tony Jan
2020 B conf
Visualization Approach for Malware Classification with ResNeXt.
CEC
Jin Ho Go, Tony Jan, Manoranjan Mohanty, Om Prakash Patel, Deepak Puthal, Mukesh Prasad
2019 — conf
Big Data Analytics for Electricity Price Forecast.
AINA Workshops
Ashkan Yousefi, Omid Ameri Sianaki, Tony Jan
2019 — conf
Ensemble of Semi-Parametric Models for IoT Fog Modeling.
SSCI
Tony Jan, Saeid Iranmanesh, A. S. M. Sajeev
2018 Misc conf
Ada-Boosted Locally Enhanced Probabilistic Neural Network for IoT Intrusion Detection.
CISIS
Tony Jan
2018 — conf
Boosted Probabilistic Neural Network for IoT Data Classification.
DASC/PiCom/DataCom/CyberSciTech
Tony Jan, A. S. M. Sajeev
2018 — conf
Ensemble of Semi-Supervised Models for IoT Resource Scheduling and Sharing.
DASC/PiCom/DataCom/CyberSciTech
Tony Jan
2010 J jnl
VQSVM: A case study for incorporating prior domain knowledge into inductive machine learning.
Neurocomputing
Ting Yu, Simeon J. Simoff, Tony Jan
2009 J jnl
A bi-modal face recognition framework integrating facial expression with facial appearance.
Pattern Recognit. Lett.
Pohsiang Tsai, Longbing Cao, Tom Hintz, Tony Jan
2008 C conf
A Multi-expert Classification Framework with Transferable Voting for Intrusion Detection.
ICMLA
Tich Phuoc Tran, Pohsiang Tsai, Tony Jan
2008 C conf
Adaptive Multiple Experts System for personal identification using facial behaviour biometrics.
MMSP
Pohsiang Tsai, Tich Phuoc Tran, Tom Hintz, Tony Jan
2008 B conf
An adjustable combination of linear regression and modified probabilistic neural network for anti-spam filtering.
ICPR
Tich Phuoc Tran, Pohsiang Tsai, Tony Jan
2008 B conf
An evaluation of bi-modal facial appearance+facial expression face biometrics.
ICPR
Pohsiang Tsai, Tich Phuoc Tran, Tom Hintz, Tony Jan
2007 B conf
A Hierarchical VQSVM for Imbalanced Data Sets.
IJCNN
Ting Yu, Tony Jan, Simeon J. Simoff, John K. Debenham
2007 B conf
Facial behavior as behavior biometric? an empirical study.
SMC
Pohsiang Tsai, Tom Hintz, Tony Jan
2007 B conf
Kernel-based Subspace Analysis for Face Recognition.
IJCNN
Pohsiang Tsai, Tony Jan, Tom Hintz
2006 Misc conf
A multi-expert classification framework for network misuse de tection.
Artificial Intelligence and Soft Computing
Tich Phuoc Tran, Tony Jan, Andrew James Simmonds
2006 B conf
Boosted Modified Probabilistic Neural Network (BMPNN) for Network Intrusion Detection.
IJCNN
Tich Phuoc Tran, Tony Jan
2006 B conf
Classify Unexpected News Impacts to Stock Price by Incorporating Time Series Analysis into Support Vector Machine.
IJCNN
Ting Yu, Tony Jan, John K. Debenham, Simeon J. Simoff
2006 — conf
Combine Vector Quantization and Support Vector Machine for Imbalanced Datasets.
IFIP AI
Ting Yu, John K. Debenham, Tony Jan, Simeon J. Simoff
2005 — conf
Boat-generated acoustic target signal detection by use of an Adaptive Median CFAR and multi-frame integration algorithm.
EUSIPCO
Eric Dahai Cheng, Massimo Piccardi, Tony Jan
2005 B conf
Expression-invariant face recognition system using subspace model analysis.
SMC
Pohsiang Tsai, Tony Jan
2005 — conf
Machine Learning Techniques and Use of Event Information for Stock Market Prediction: A Survey and Evaluation.
CIMCA/IAWTIC
Paul D. Yoo, Maria H. Kim, Tony Jan
2005 B conf
Vector quantized radial basis function neural network with embedded multiple local linear models for financial prediction.
IJCNN
Tony Jan, Maria H. Kim
2004 C conf
Automated classification of female facial beauty by image analysis and supervised learning.
VCIP
Hatice Gunes, Massimo Piccardi, Tony Jan
2004 — conf
Comparative beauty classification for pre-surgery planning.
SMC (3)
Hatice Gunes, Massimo Piccardi, Tony Jan
2004 — conf
Efficient video object classifier using locality-enhanced support vector machines.
SMC (7)
Tony Jan, Pohsiang Tsai, Massimo Piccardi, Tom Hintz
2004 — conf
Face and Body Gesture Analysis for Multimodal HCI.
APCHI
Hatice Gunes, Massimo Piccardi, Tony Jan
2004 B conf
Mean-shift background image modelling.
ICIP
Massimo Piccardi, Tony Jan
2004 B conf
Neural network based threat assessment for automated visual surveillance.
IJCNN
Tony Jan
2003 C conf
Combination of Linear and General Regression Neural Network for Robust Short Term Financial Prediction.
IDEAL
Tony Jan
2003 — conf
Face and Body Gesture Recognition for a Vision-Based Multimodal Analyzer.
VIP
Hatice Gunes, Massimo Piccardi, Tony Jan
2003 — conf
Neural network classifiers for automated video surveillance.
NNSP
Tony Jan, Massimo Piccardi, Tom Hintz
2003 — conf
Performance Evaluation of an Automated Classifier of Female Facial Beauty.
CISST
Hatice Gunes, Massimo Piccardi, Tony Jan
2003 B conf
Robust short term prediction using combination of linear regression and modified probabilistic neural network model.
IJCNN
Tony Jan
2003 — conf
Suspicious Behavior Assessment for Visual Surveillance Using Neural Network Classifiers.
CISST
Tony Jan, Massimo Piccardi, Hatice Gunes
1999 B conf
An adjustable model for linear to nonlinear regression.
IJCNN
Tony Jan, Anthony Zaknich