LoRA-based Parameter-Efficient LLMs for Continuous Learning in Edge-based Malware Detection
Authors: Christian Rondanini, Barbara Carminati, Elena Ferrari, Niccolò Lardo, Ashish Kundu | Published: 2026-02-12
エッジコンピューティング
Secure Edge Computing Reference Architecture for Data-driven Structural Health Monitoring: Lessons Learned from Implementation and Benchmarking
Authors: Sheikh Muhammad Farjad, Sandeep Reddy Patllola, Yonas Kassa, George Grispos, Robin Gandhi | Published: 2025-03-24
AI-Driven Chatbot for Intrusion Detection in Edge Networks: Enhancing Cybersecurity with Ethical User Consent
Authors: Mugheez Asif, Abdul Manan, Abdul Moiz ur Rehman, Mamoona Naveed Asghar, Muhammad Umair | Published: 2024-08-08
Privacy-Preserving Hierarchical Model-Distributed Inference
Authors: Fatemeh Jafarian Dehkordi, Yasaman Keshtkarjahromi, Hulya Seferoglu | Published: 2024-07-25 | Updated: 2024-09-15
Blockchain Integrated Federated Learning in Edge-Fog-Cloud Systems for IoT based Healthcare Applications A Survey
Authors: Shinu M. Rajagopal, Supriya M., Rajkumar Buyya | Published: 2024-06-08
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems
Authors: Amin Aminifar, Matin Shokri, Amir Aminifar | Published: 2024-05-09 | Updated: 2024-09-13
Adversarial Robustness of Distilled and Pruned Deep Learning-based Wireless Classifiers
Authors: Nayan Moni Baishya, B. R. Manoj | Published: 2024-04-11
MAGNETO: Edge AI for Human Activity Recognition — Privacy and Personalization
Authors: Jingwei Zuo, George Arvanitakis, Mthandazo Ndhlovu, Hakim Hacid | Published: 2024-02-11 | Updated: 2024-02-14
Security Challenges for Cloud or Fog Computing-Based AI Applications
Authors: Amir Pakmehr, Andreas Aßmuth, Christoph P. Neumann, Gerald Pirkl | Published: 2023-10-30 | Updated: 2023-12-20