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Adversarial attack and defense in reinforcement learning-from AI security view

Cybersecurity (Singapore), 2019-12, Vol.2 (1), p.1-22, Article 11

2019

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Camouflage Backdoor Attack against Pedestrian Detection

Applied sciences, 2023-12, Vol.13 (23), p.12752

2023

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Adversarial retraining attack of asynchronous advantage actor‐critic based pathfinding

International journal of intelligent systems, 2021-05, Vol.36 (5), p.2323-2346

2021

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Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System

IEICE Transactions on Information and Systems, 2022/02/01, Vol.E105.D(2), pp.280-288

2022

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Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System

2020 IEEE 26th International Conference on Parallel and Distributed Systems (ICPADS), 2020, p.667-672

2020

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An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method

Wireless communications and mobile computing, 2020, Vol.2020 (2020), p.1-14

2020

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Bloom filter-based workflow management to enable QoS guarantee in wireless sensor networks

Journal of network and computer applications, 2014-03, Vol.39, p.38-51

2014

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A Missing QoS Prediction Approach via Time-Aware Collaborative Filtering

IEEE transactions on services computing, 2022-11, Vol.15 (6), p.3115-3128

2022

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Context-Aware Service Ranking in Wireless Sensor Networks

Journal of network and systems management, 2014, Vol.22 (1), p.50-74

2014

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Energy-Aware Service Selection and Adaptation in Wireless Sensor Networks with QoS Guarantee

IEEE transactions on services computing, 2020-09, Vol.13 (5), p.829-842

2020

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A block-aware hybrid data dissemination with hotspot elimination in wireless sensor network

Journal of network and computer applications, 2014-09, Vol.44, p.120-133

2014

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Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation

IEEE network, 2024-05, Vol.38 (3), p.63-69

2024

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Toward Learning Model-Agnostic Explanations for Deep Learning-Based Signal Modulation Classifiers

IEEE transactions on reliability, 2024-09, Vol.73 (3), p.1529-1543

2024

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Curricular Robust Reinforcement Learning via GAN-Based Perturbation Through Continuously Scheduled Task Sequence

Tsinghua science and technology, 2023-02, Vol.28 (1), p.27-38

2023

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A Training-Based Identification Approach to VIN Adversarial Examples in Path Planning

Journal of circuits, systems, and computers, 2021-10, Vol.30 (13)

2021

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A Two-layer Mechanism Identification Method for VIN Adversarial Examples

Journal of physics. Conference series, 2020-07, Vol.1584 (1), p.12069

2020

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A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning

IEEE transactions on artificial intelligence, 2023-10, Vol.4 (5), p.1089-1100

2023

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Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation

IEEE transactions on green communications and networking, 2022-09, Vol.6 (3), p.1448-1458

2022

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Survey on Astroturfing Detection and Analysis from an Information Technology Perspective

Security and communication networks, 2021-12, Vol.2021, p.1-16

2021

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Energy Efficient Sleep Schedule with Service Coverage Guarantee in Wireless Sensor Networks

Journal of network and systems management, 2016-10, Vol.24 (4), p.834-858

2016

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Security Analysis on Blockchain-Powered Mobile APPs Connected with In-Vehicle Networks by Context-Based Reverse Engineering

Security and communication networks, 2022-09, Vol.2022, p.1-13

2022

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A Hierarchical Energy-Efficient Service Selection Approach With QoS Constraints for Internet of Things

IEEE transactions on green communications and networking, 2021-06, Vol.5 (2), p.645-657

2021

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Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning

Algorithms and Architectures for Parallel Processing, p.660-675

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Exposing Spoofing Attack on Flocking-Based Unmanned Aerial Vehicle Cluster: A Threat to Swarm Intelligence

Security and communication networks, 2020, Vol.2020 (2020), p.1-15

2020

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Congestion Attack Detection in Intelligent Traffic Signal System: Combining Empirical and Analytical Methods

Security and communication networks, 2021-10, Vol.2021, p.1-17

2021

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Adversarial attack and defense in reinforcement learning-from AI security view

Camouflage Backdoor Attack against Pedestrian Detection

Adversarial retraining attack of asynchronous advantage actor‐critic based pathfinding

Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System

Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System

An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method

Bloom filter-based workflow management to enable QoS guarantee in wireless sensor networks

A Missing QoS Prediction Approach via Time-Aware Collaborative Filtering

Context-Aware Service Ranking in Wireless Sensor Networks

Energy-Aware Service Selection and Adaptation in Wireless Sensor Networks with QoS Guarantee

A block-aware hybrid data dissemination with hotspot elimination in wireless sensor network

Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation

Toward Learning Model-Agnostic Explanations for Deep Learning-Based Signal Modulation Classifiers

Curricular Robust Reinforcement Learning via GAN-Based Perturbation Through Continuously Scheduled Task Sequence

A Training-Based Identification Approach to VIN Adversarial Examples in Path Planning

A Two-layer Mechanism Identification Method for VIN Adversarial Examples

A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning

Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation

Survey on Astroturfing Detection and Analysis from an Information Technology Perspective

Energy Efficient Sleep Schedule with Service Coverage Guarantee in Wireless Sensor Networks

Security Analysis on Blockchain-Powered Mobile APPs Connected with In-Vehicle Networks by Context-Based Reverse Engineering

A Hierarchical Energy-Efficient Service Selection Approach With QoS Constraints for Internet of Things

Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning

Exposing Spoofing Attack on Flocking-Based Unmanned Aerial Vehicle Cluster: A Threat to Swarm Intelligence

Congestion Attack Detection in Intelligent Traffic Signal System: Combining Empirical and Analytical Methods

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