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Causative label flip attack detection with data complexity measures

International journal of machine learning and cybernetics, 2021, Vol.12 (1), p.103-116

2021

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Adversarial Feature Selection Against Evasion Attacks

IEEE transactions on cybernetics, 2016-03, Vol.46 (3), p.766-777

2016

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A concealed poisoning attack to reduce deep neural networks’ robustness against adversarial samples

Information sciences, 2022-11, Vol.615, p.758-773

2022

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Multi-proxy based deep metric learning

Information sciences, 2023-09, Vol.643, p.119120, Article 119120

2023

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Evasion on general GAN-generated image detection by disentangled representation

Information sciences, 2024-11, Vol.683, p.121267, Article 121267

2024

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Transfer learning based countermeasure against label flipping poisoning attack

Information sciences, 2021-02, Vol.548, p.450-460

2021

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Item Relationship Graph Neural Networks for E-Commerce

IEEE transaction on neural networks and learning systems, 2022-09, Vol.33 (9), p.4785-4799

2022

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Progressive editing with stacked Generative Adversarial Network for multiple facial attribute editing

Computer vision and image understanding, 2022-03, Vol.217, p.103347, Article 103347

2022

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Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack

Applied soft computing, 2021-08, Vol.107, p.107311, Article 107311

2021

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Unsupervised contaminated user profile identification against shilling attack in recommender system

Intelligent data analysis, 2024-03, p.1-16

2024

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Learning Disentangled Features for Person Re-identification under Clothes Changing

ACM transactions on multimedia computing communications and applications, 2023-05, Vol.19 (6), p.1-21, Article 180

2023

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Spam filtering for short messages in adversarial environment

Neurocomputing (Amsterdam), 2015-05, Vol.155, p.167-176

2015

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MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity

IEEE transaction on neural networks and learning systems, 2016-05, Vol.27 (5), p.978-992

2016

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Face Liveness Detection Using a Flash Against 2D Spoofing Attack

IEEE transactions on information forensics and security, 2018-02, Vol.13 (2), p.521-534

2018

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Segmentation Based Backdoor Attack Detection

2020 International Conference on Machine Learning and Cybernetics (ICMLC), 2020, p.298-302

2020

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Asymmetric Cyclical Hashing for Large Scale Image Retrieval

IEEE transactions on multimedia, 2015-08, Vol.17 (8), p.1225-1235

2015

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Shilling attack based on item popularity and rated item correlation against collaborative filtering

International journal of machine learning and cybernetics, 2019-07, Vol.10 (7), p.1833-1845

2019

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Dynamic fusion for ensemble of deep Q-network

International journal of machine learning and cybernetics, 2021-04, Vol.12 (4), p.1031-1040

2021

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Sensitivity based robust learning for stacked autoencoder against evasion attack

Neurocomputing (Amsterdam), 2017-12, Vol.267, p.572-580

2017

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Data sanitization against adversarial label contamination based on data complexity

International journal of machine learning and cybernetics, 2018-06, Vol.9 (6), p.1039-1052

2018

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A fast convex hull algorithm inspired by human visual perception

Multimedia tools and applications, 2018-12, Vol.77 (23), p.31221-31237

2018

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Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial Attack

Artificial Neural Networks and Machine Learning – ICANN 2021, p.42-53

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Weakly Supervised Semantic Segmentation with Patch-Based Metric Learning Enhancement

Artificial Neural Networks and Machine Learning – ICANN 2021, p.471-482

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Steganalysis classifier training via minimizing sensitivity for different imaging sources

Information sciences, 2014-10, Vol.281, p.211-224

2014

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LG-Trader: Stock trading decision support based on feature selection by weighted localized generalization error model

Neurocomputing (Amsterdam), 2014-12, Vol.146, p.104-112

2014

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Causative label flip attack detection with data complexity measures

Adversarial Feature Selection Against Evasion Attacks

A concealed poisoning attack to reduce deep neural networks’ robustness against adversarial samples

Multi-proxy based deep metric learning

Evasion on general GAN-generated image detection by disentangled representation

Transfer learning based countermeasure against label flipping poisoning attack

Item Relationship Graph Neural Networks for E-Commerce

Progressive editing with stacked Generative Adversarial Network for multiple facial attribute editing

Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack

Unsupervised contaminated user profile identification against shilling attack in recommender system

Learning Disentangled Features for Person Re-identification under Clothes Changing

Spam filtering for short messages in adversarial environment

MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity

Face Liveness Detection Using a Flash Against 2D Spoofing Attack

Segmentation Based Backdoor Attack Detection

Asymmetric Cyclical Hashing for Large Scale Image Retrieval

Shilling attack based on item popularity and rated item correlation against collaborative filtering

Dynamic fusion for ensemble of deep Q-network

Sensitivity based robust learning for stacked autoencoder against evasion attack

Data sanitization against adversarial label contamination based on data complexity

A fast convex hull algorithm inspired by human visual perception

Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial Attack

Weakly Supervised Semantic Segmentation with Patch-Based Metric Learning Enhancement

Steganalysis classifier training via minimizing sensitivity for different imaging sources

LG-Trader: Stock trading decision support based on feature selection by weighted localized generalization error model

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