1.4k citations · 2.3k across the 29 of their papers we have counts for
11 papers · 1 filter
Certified Causal Attribution for Real-Time Attack Forensics in 6G Network Slicing
Minh K. Quan, Pubudu N. Pathirana
Cross-slice attack attribution in 6G networks requires identifying causal propagation chains through shared infrastructure in under 100 ms. Existing methods struggle to satisfy thi…
Domain-Adapted Granger Causality for Real-Time Cross-Slice Attack Attribution in 6G Networks
Minh K. Quan, Pubudu N. Pathirana
Cross-slice attack attribution in 6G networks faces the fundamental challenge of distinguishing genuine causal relationships from spurious correlations in shared infrastructure env…
Blockchain-Enabled Device-Enhanced Multi-Access Edge Computing in Open Adversarial Environments
Muhammad Islam, Niroshinie Fernando, Seng W. Loke +2
We propose Blockchain-enabled Device-enhanced Multi-access Edge Computing (BdMEC). BdMEC extends the Honeybee framework for on-demand resource pooling with blockchain technology to…
HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing
Minh K. Quan, Dinh C. Nguyen, Van-Dinh Nguyen +3
Federated Learning is a promising approach for learning from user data while preserving data privacy. However, the high requirements of the model training process make it difficult…
Blockchain for Edge of Things: Applications, Opportunities, and Challenges
Thippa Reddy Gadekallu, Quoc-Viet Pham, Dinh C. Nguyen +6
In recent years, blockchain networks have attracted significant attention in many research areas beyond cryptocurrency, one of them being the Edge of Things (EoT) that is enabled b…
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +1
The beginning of 2020 has seen the emergence of coronavirus outbreak caused by a novel virus called SARS-CoV-2. The sudden explosion and uncontrolled worldwide spread of COVID-19 s…