31 citations · 52 across the 7 of their papers we have counts for
7 papers
On the Dynamics of Training Attention Models
Haoye Lu, Yongyi Mao, Amiya Nayak
The attention mechanism has been widely used in deep neural networks as a model component. By now, it has become a critical building block in many state-of-the-art natural language…
Keyless Semi-Quantum Point-to-point Communication Protocol with Low Resource Requirements
Haoye Lu, Michel Barbeau, Amiya Nayak
Full quantum capability devices can provide secure communications, but they are challenging to make portable given the current technology. Besides, classical portable devices are u…
A General Definition of Network Communities and the Corresponding Detection Algorithm
Haoye Lu, Amiya Nayak
Network structures, consisting of nodes and edges, have applications in almost all subjects. A set of nodes is called a community if the nodes have strong interrelations. Industrie…
Quorum-based Localized Scheme for Duty Cycling in Asynchronous Sensor Networks
Jianhui Zhang, Shao-jie Tang, Xingfa Shen +2
Many TDMA- and CSMA-based protocols try to obtain fair channel access and to increase channel utilization. It is still challenging and crucial in Wireless Sensor Networks (WSNs), e…
Hypothesis Testing and Decision Theoretic Approach for Fault Detection in Wireless Sensor Networks
Mrinal Nandi, Amiya Nayak, Bimal Roy +1
Sensor networks aim at monitoring their surroundings for event detection and object tracking. But due to failure or death of sensors, false signal can be transmitted. In this paper…
A Security Architecture for Data Aggregation and Access Control in Smart Grids
Sushmita Ruj, Amiya Nayak, Ivan Stojmenovic
We propose an integrated architecture for smart grids, that supports data aggregation and access control. Data can be aggregated by home area network, building area network and nei…
Data-centric Misbehavior Detection in VANETs
Sushmita Ruj, Marcos Antonio Cavenaghi, Zhen Huang +2
Detecting misbehavior (such as transmissions of false information) in vehicular ad hoc networks (VANETs) is very important problem with wide range of implications including safety…