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03/06/2022
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance
This paper presents the watch-from-sky framework, where multiple unmanne...
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11/29/2021
Network Traffic Shaping for Enhancing Privacy in IoT Systems
Motivated by privacy issues caused by inference attacks on user activiti...
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06/25/2021
A hybrid model-based and learning-based approach for classification using limited number of training samples
The fundamental task of classification given a limited number of trainin...
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05/17/2021
A Game-Theoretic Analysis of Competitive Editing in Wikipedia: Contributors' Effort to Influence Articles and the Community's Attempt to Ensure Neutrality
Peer production, such as the collaborative authoring of Wikipedia articl...
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03/05/2021
Prosumer Behavior: Decision Making with Bounded Horizon
Most studies of prosumer decision making in the smart grid have focused ...
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09/20/2020
Estimation of Individual Device Contributions for Incentivizing Federated Learning
Federated learning (FL) is an emerging technique used to train a machine...
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08/01/2019
Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT
Internet-of-Things (IoT) devices that are limited in power and processin...
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05/12/2019
Learning-based Resource Optimization in Ultra Reliable Low Latency HetNets
In this paper, the problems of user offloading and resource optimization...
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12/13/2018
Cyber-Physical Security and Safety of Autonomous Connected Vehicles: Optimal Control Meets Multi-Armed Bandit Learning
Autonomous connected vehicles (ACVs) rely on intra-vehicle sensors such ...
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09/18/2018
Joint User Association and Resource Allocation Optimization for Ultra Reliable Low Latency HetNets
Ensuring ultra-reliable and low latency communications (URLLC) is necess...
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06/01/2018
Impact of End-User Behavior on User/Network Association in HetNets
We study the impact of end-user behavior on user/network association in ...
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05/02/2018
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems
To operate effectively in tomorrow's smart cities, autonomous vehicles (...
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04/20/2018
Design of Ad Hoc Wireless Mesh Networks Formed by Unmanned Aerial Vehicles with Advanced Mechanical Automation
Ad hoc wireless mesh networks formed by unmanned aerial vehicles (UAVs) ...
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01/19/2018
Defense Against Advanced Persistent Threats in Dynamic Cloud Storage: A Colonel Blotto Game Approach
Advanced Persistent Threat (APT) attackers apply multiple sophisticated ...
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09/28/2017