Publications

2023

1. EEAI

   AnoFed: Adaptive anomaly detection for digital health using transformer-based federated learning and support vector data description

   Ali Raza, Kim Phuc Tran, Ludovic Koehl, and 1 more author

   Engineering Applications of Artificial Intelligence, 2023
2. ACM SAC’23

   Proof of Swarm Based Ensemble Learning for Federated Learning Applications

   Ali Raza, Kim Phuc Tran, Ludovic Koehl, and 1 more author

   2023
3. Springer

   Wearable Technology for Smart Manufacturing in Industry 5.0

   Tho Nguyen, Kim Duc Tran, Ali Raza, and 3 more authors

   2023

2022

1. KBS

   Designing ecg monitoring healthcare system with federated transfer learning and explainable ai

   Ali Raza, Kim Phuc Tran, Ludovic Koehl, and 1 more author

   Knowledge-Based Systems, 2022
2. CRC

   Decision Support Systems for Healthcare based on Probabilistic Graphical Models: a survey and perspective

   Ali Raza, Kim Phuc Tran, Ludovic Koehl, and 1 more author

   2022
3. arXiv

   Detection of poisoning attacks with anomaly detection in federated learning for healthcare applications: A machine learning approach

   Ali Raza, Shujun Li, Kim-Phuc Tran, and 1 more author

   arXiv preprint arXiv:2207.08486, 2022

2021

1. arXiv

   Lightweight transformer in federated setting for human activity recognition

   Ali Raza, Kim Phuc Tran, Ludovic Koehl, and 3 more authors

   arXiv preprint arXiv:2110.00244, 2021
2. IT Professional

   CAPTCHA-Based Secret-Key Sharing Using Quantum Communication

   KyungHyun Han, Ali Raza, and Seong Oun Hwang

   IT Professional, 2021

2020

1. IEEE Access

   A framework for privacy preserving, distributed search engine using topology of DLT and onion routing

   Ali Raza, Kyunghyun Han, and Seong Oun Hwang

   IEEE Access, 2020
2. IEIE

   A secure authentication protocol against the co-located app attack in ble

   Ali Raza, Safiullah Khan, and Seong Oun Hwang

   IEIE Transactions on Smart Processing & Computing, 2020