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4 papers · 1 filter
AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification
Zirui Gong, Liyue Shen, Yanjun Zhang +4
The collaborative nature of federated learning (FL) poses a major threat in the form of manipulation of local training data and local updates, known as the Byzantine poisoning atta…
Machine Learning for Leaf Disease Classification: Data, Techniques and Applications
Jianping Yao, Son N. Tran, Samantha Sawyer +1
The growing demand for sustainable development brings a series of information technologies to help agriculture production. Especially, the emergence of machine learning application…
Blockchain-Based and Fuzzy Logic-Enabled False Data Discovery for the Intelligent Autonomous Vehicular System
Ziaur Rahman, Xun Yi, Ibrahim Khalil +2
Since the beginning of this decade, several incidents report that false data injection attacks targeting intelligent connected vehicles cause huge industrial damage and loss of liv…
Primary spray break-up from a nasal spray atomizer using Volume of Fluid to Discrete Phase Model
Kendra Shrestha, James Van Strien, David F Fletcher +1
Spray atomization process involves complex multi-phase phenomena. Abundant literature and validation of spray modelling for industrial applications like fuel injection in internal…