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Correlation-Based Task Processing Plans in Crowdsensing Platforms

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Crowdsensing has been recognized as an innovative data gathering paradigm. For efficient management of workers and data collection, the physical area ......

Memory-Event-Triggered H-infinity Load Frequency Control of Multi-Area Power Systems With Cyber-Attacks and Communication Delays

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

This article focuses on H1 load frequency control (LFC) of multi-area power systems with cyber-attacks and communication delays by a memory-event-trig......

Strategic Storage Operation in Wholesale Electricity Markets: A Networked Cournot Game Analysis

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

To investigate the impact of the strategic operation of grid-level energy storage systems on wholesale electricity markets, we study a Cournot competi......

Real-Time Energy Management for Microgrid With EV Station and CHP Generation

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

A microgrid scenario that consists of electric vehicle (EV) station, combined heat and power (CHP) co-generation, main power grid, and external natura......

Privacy-Aware Cross-Platform Service Recommendation Based on Enhanced Locality-Sensitive Hashing

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Recommender systems are a promising way for users to quickly find the valuable information that they are interested in from massive data. Concretely, ......

AESMOTE: Adversarial Reinforcement Learning With SMOTE for Anomaly Detection

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Intrusion Detection Systems (IDSs) play a vital role in securing today's Data-Centric Networks. In a dynamic environment such as the Internet of Thing......

Three-Stage Stackelberg Long-Term Incentive Mechanism and Monetization for Mobile Crowdsensing: An Online Learning Approach

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Recently, crowdsensing revolutionizes sensing paradigm in Internet of Things (IoTs). However, a practical incentive mechanism which works for time-var......

Partial-Nodes-Based State Estimation for Complex Networks With Constrained Bit Rate

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

In this paper, the partial-nodes-based (PNB) state estimation issue is investigated for a class of discrete-time complex networks with constrained bit......

An Intelligent Resource Allocation Scheme in Energy Harvesting Cognitive Wireless Sensor Networks

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

The energy harvesting cognitive wireless sensor network (EHCWSN) introduces energy harvesting technology and cognitive radio technology into the tradi......

Learning in the Air: Secure Federated Learning for UAV-Assisted Crowdsensing

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Unmanned aerial vehicles (UAVs) combined with artificial intelligence (AI) have opened a revolutionized way for mobile crowdsensing (MCS). Conventiona......

LightLedger: A Novel Blockchain-Based Domain Certificate Authentication and Validation Scheme

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Nowadays, existing public key infrastructures (PKIs) certificate authentication suffers from many security failures. Trusted certificate authorities (......

Zero Knowledge Clustering Based Adversarial Mitigation in Heterogeneous Federated Learning

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

The simultaneous development of deep learning techniques and Internet of Things (IoT)/Cyber-physical Systems (CPS) technologies has afforded untold po......

FedSteg: A Federated Transfer Learning Framework for Secure Image Steganalysis

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

The protection of user private data has long been the focus of AI security. We know that training machine learning models rely on large amounts of use......

Intelligent UAVs Trajectory Optimization From Space-Time for Data Collection in Social Networks

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

With rapid development of artificial intelligence (AI) technology, social network (SN) can use AI to extract useful knowledge of users to improve the ......

Gradient Shielding: Towards Understanding Vulnerability of Deep Neural Networks

期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2)

Deep neural networks (DNNs) have been widely adopted but they are vulnerable to intentionally crafted adversarial examples. Various attack methods aga......

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