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@article{0,
author = {{Nazmiye Ceren AbayYan ZhouMurat KantarciogluBhavani ThuraisinghamLatanya Sweeney}},
title = {{Privacy Preserving Synthetic Data Release Using Deep Learning}},
journal = {{Machine Learning and Knowledge Discovery in Databases}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-10925-7_31}},
doi = {{10.1007/978-3-030-10925-7_31}},
}
@article{1,
author = {{Yifan WuFan YangYong XuHaibin Ling}},
title = {{Privacy-Protective-GAN for Privacy Preserving Face De-Identification}},
journal = {{Journal of Computer Science and Technology}},
volume = {{34.0}},
number = {{1}},
year = {{2019}},
url = {{http://link.springer.com/article/10.1007/s11390-019-1898-8}},
doi = {{10.1007/s11390-019-1898-8}},
}
@article{2,
author = {{Shuo WangCarsten RudolphSurya NepalMarthie GroblerShangyu Chen}},
title = {{PART-GAN: Privacy-Preserving Time-Series Sharing}},
journal = {{Artificial Neural Networks and Machine Learning – ICANN 2020}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-61609-0_46}},
doi = {{10.1007/978-3-030-61609-0_46}},
}
@article{3,
author = {{Nazmiye Ceren AbayCuneyt Gurcan AkcoraYan ZhouMurat KantarciogluBhavani Thuraisingham}},
title = {{Using Deep Learning to Generate Relational HoneyData}},
journal = {{Autonomous Cyber Deception}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-02110-8_1}},
doi = {{10.1007/978-3-030-02110-8_1}},
}
@article{4,
author = {{Aiping LiJunbin FangQianye JiangBin ZhouYan Jia}},
title = {{A Graph Data Privacy-Preserving Method Based on Generative Adversarial Networks}},
journal = {{Web Information Systems Engineering – WISE 2020}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-62008-0_16}},
doi = {{10.1007/978-3-030-62008-0_16}},
}
@article{5,
author = {{Wenxi WangWeilong ZhangZhang JinKeyan SunRunlin ZouChenrong HuangYuan Tian}},
title = {{A Novel Location Privacy Protection Scheme with Generative Adversarial Network}},
journal = {{Big Data and Security}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-981-15-7530-3_2}},
doi = {{10.1007/978-981-15-7530-3_2}},
}
@article{6,
author = {{William L. CroftJörg-Rüdiger SackWei Shi}},
title = {{Differentially Private Obfuscation of Facial Images}},
journal = {{Machine Learning and Knowledge Extraction}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-29726-8_15}},
doi = {{10.1007/978-3-030-29726-8_15}},
}
@article{7,
author = {{Zhiqiang GuoHuigui LiuZhenzhong KuangYuta NakashimaNoboru Babaguchi}},
title = {{Privacy Sensitive Large-Margin Model for Face De-Identification}},
journal = {{Neural Computing for Advanced Applications}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-981-15-7670-6_40}},
doi = {{10.1007/978-981-15-7670-6_40}},
}
@article{8,
author = {{Lei ZhuJiayu SongZhan YangWenti HuangChengyuan ZhangWeiren Yu}},
title = {{DAP
$$^2$$
2
CMH: Deep Adversarial Privacy-Preserving Cross-Modal Hashing}},
journal = {{Neural Processing Letters}},
volume = {{}},
number = {{}},
year = {{2021}},
url = {{http://link.springer.com/article/10.1007/s11063-021-10447-4}},
doi = {{10.1007/s11063-021-10447-4}},
}
@article{9,
author = {{Shuo WangLingjuan LyuTianle ChenShangyu ChenSurya NepalCarsten RudolphMarthie Grobler}},
title = {{Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer}},
journal = {{Web Information Systems Engineering – WISE 2020}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-62008-0_13}},
doi = {{10.1007/978-3-030-62008-0_13}},
}
@article{10,
author = {{Feng Wu}},
title = {{PLFG: A Privacy Attack Method Based on Gradients for Federated Learning}},
journal = {{Security and Privacy in Digital Economy}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-981-15-9129-7_14}},
doi = {{10.1007/978-981-15-9129-7_14}},
}
@article{11,
author = {{Stan MatwinTomasz Szapiro}},
title = {{Data Privacy: From Technology to Economics}},
journal = {{Advances in Machine Learning II}},
volume = {{}},
number = {{}},
year = {{2010}},
url = {{http://link.springer.com/chapter/10.1007/978-3-642-05179-1_3}},
doi = {{10.1007/978-3-642-05179-1_3}},
}
@article{12,
author = {{Reza SamaviMariano P. ConsensThodoros Topaloglou}},
title = {{A Privacy Framework for the Personal Web}},
journal = {{The Personal Web}},
volume = {{}},
number = {{}},
year = {{2013}},
url = {{http://link.springer.com/chapter/10.1007/978-3-642-39995-4_5}},
doi = {{10.1007/978-3-642-39995-4_5}},
}
@article{13,
author = {{Xiaofeng WuYuanzhi YaoWeihai LiNenghai Yu}},
title = {{Reset Attack: An Attack Against Homomorphic Encryption-Based Privacy-Preserving Deep Learning System}},
journal = {{Artificial Intelligence and Security}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-981-15-8083-3_3}},
doi = {{10.1007/978-981-15-8083-3_3}},
}
@article{14,
author = {{Bo MaWei Qi YanEdmund LaiJingsong Wu}},
title = {{A New Noise Generating Method Based on Gaussian Sampling for Privacy Preservation}},
journal = {{Geometry and Vision}},
volume = {{}},
number = {{}},
year = {{2021}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-72073-5_1}},
doi = {{10.1007/978-3-030-72073-5_1}},
}
@article{15,
author = {{Mar LopezJuanita PedrazaJavier CarboJose M. Molina}},
title = {{Ambient Intelligence: Applications and Privacy Policies}},
journal = {{Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection}},
volume = {{}},
number = {{}},
year = {{2014}},
url = {{http://link.springer.com/chapter/10.1007/978-3-319-07767-3_18}},
doi = {{10.1007/978-3-319-07767-3_18}},
}
@article{16,
author = {{Jiyu ChenYiwen GuoQianjun ZhengHao Chen}},
title = {{Protect privacy of deep classification networks by exploiting their generative power}},
journal = {{Machine Learning}},
volume = {{}},
number = {{}},
year = {{2021}},
url = {{http://link.springer.com/article/10.1007/s10994-021-05951-6}},
doi = {{10.1007/s10994-021-05951-6}},
}
@article{17,
author = {{Zhongzheng RenYong Jae LeeMichael S. Ryoo}},
title = {{Learning to Anonymize Faces for Privacy Preserving Action Detection}},
journal = {{Computer Vision – ECCV 2018}},
volume = {{}},
number = {{}},
year = {{2018}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-01246-5_38}},
doi = {{10.1007/978-3-030-01246-5_38}},
}
@article{18,
author = {{Bruce GuXiaodong WangYouyang QuJiong JinYong XiangLongxiang Gao}},
title = {{Location-Aware Privacy Preserving Scheme in SDN-Enabled Fog Computing}},
journal = {{Security and Privacy in Digital Economy}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-981-15-9129-7_13}},
doi = {{10.1007/978-981-15-9129-7_13}},
}
@article{19,
author = {{Kaweh Djafari NainiIsmail Sengor AltingovdeRicardo KawaseEelco HerderClaudia Niederée}},
title = {{Analyzing and Predicting Privacy Settings in the Social Web}},
journal = {{User Modeling, Adaptation and Personalization}},
volume = {{}},
number = {{}},
year = {{2015}},
url = {{http://link.springer.com/chapter/10.1007/978-3-319-20267-9_9}},
doi = {{10.1007/978-3-319-20267-9_9}},
}
@article{20,
author = {{Ang LiHuanrui YangYiran Chen}},
title = {{Task-Agnostic Privacy-Preserving Representation Learning via Federated Learning}},
journal = {{Federated Learning}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-63076-8_4}},
doi = {{10.1007/978-3-030-63076-8_4}},
}
@article{21,
author = {{Qingqing GanCong ZuoJianfeng WangShi-Feng SunXiaoming Wang}},
title = {{Dynamic Searchable Symmetric Encryption with Forward and Backward Privacy: A Survey}},
journal = {{Network and System Security}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-36938-5_3}},
doi = {{10.1007/978-3-030-36938-5_3}},
}
@article{22,
author = {{Yanru ZhongTing WangCaijun GanXiaonan Luo}},
title = {{The Location Privacy Preserving Scheme Based on Hilbert Curve for Indoor LBS}},
journal = {{Advances in Swarm Intelligence}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-26354-6_39}},
doi = {{10.1007/978-3-030-26354-6_39}},
}
@article{23,
author = {{Hongyun XuJun YangYong ZhangMengzhen XuJiayi Gan}},
title = {{Study on Personalized Location Privacy Preservation Algorithms Based on Road Networks}},
journal = {{Algorithms and Architectures for Parallel Processing}},
volume = {{}},
number = {{}},
year = {{2015}},
url = {{http://link.springer.com/chapter/10.1007/978-3-319-27161-3_4}},
doi = {{10.1007/978-3-319-27161-3_4}},
}
@article{24,
author = {{Prof. Dr. Pantelimon StănicăProf. Sugata GangopadhyayDr. Sumit Kumar Debnath}},
title = {{Security and Privacy}},
journal = {{Lecture Notes in Electrical Engineering}},
volume = {{}},
number = {{}},
year = {{2021}},
url = {{http://link.springer.com/book/10.1007/978-981-33-6781-4}},
doi = {{10.1007/978-981-33-6781-4}},
}
@article{25,
author = {{Armando VieiraBernardete Ribeiro}},
title = {{New Research and Future Directions}},
journal = {{Introduction to Deep Learning Business Applications for Developers}},
volume = {{}},
number = {{}},
year = {{2018}},
url = {{http://link.springer.com/chapter/10.1007/978-1-4842-3453-2_11}},
doi = {{10.1007/978-1-4842-3453-2_11}},
}
@article{26,
author = {{Hwanjo YuJaideep VaidyaXiaoqian Jiang}},
title = {{Privacy-Preserving SVM Classification on Vertically Partitioned Data}},
journal = {{Advances in Knowledge Discovery and Data Mining}},
volume = {{}},
number = {{}},
year = {{2006}},
url = {{http://link.springer.com/chapter/10.1007/11731139_74}},
doi = {{10.1007/11731139_74}},
}
@article{27,
author = {{Toshiyuki HirataSusumu Kunifuji}},
title = {{Information Sharing System Based on Location in Consideration of Privacy for Knowledge Creation}},
journal = {{Knowledge-Based Intelligent Information and Engineering Systems}},
volume = {{}},
number = {{}},
year = {{2004}},
url = {{http://link.springer.com/chapter/10.1007/978-3-540-30132-5_47}},
doi = {{10.1007/978-3-540-30132-5_47}},
}
@article{28,
author = {{Gérald GavinJulien Velcin}},
title = {{Quadratic Error Minimization in a Distributed Environment with Privacy Preserving}},
journal = {{Privacy and Security Issues in Data Mining and Machine Learning}},
volume = {{}},
number = {{}},
year = {{2011}},
url = {{http://link.springer.com/chapter/10.1007/978-3-642-19896-0_3}},
doi = {{10.1007/978-3-642-19896-0_3}},
}
@article{29,
author = {{S. TsiafoulisV. C. ZorkadisD. A. Karras}},
title = {{A Neural-Network Clustering-Based Algorithm for Privacy Preserving Data Mining}},
journal = {{Grid and Distributed Computing, Control and Automation}},
volume = {{}},
number = {{}},
year = {{2010}},
url = {{http://link.springer.com/chapter/10.1007/978-3-642-17625-8_27}},
doi = {{10.1007/978-3-642-17625-8_27}},
}
@article{30,
author = {{Robert W. ReederClare-Marie KaratJohn KaratCarolyn Brodie}},
title = {{Usability Challenges in Security and Privacy Policy-Authoring Interfaces}},
journal = {{Human-Computer Interaction – INTERACT 2007}},
volume = {{}},
number = {{}},
year = {{2007}},
url = {{http://link.springer.com/chapter/10.1007/978-3-540-74800-7_11}},
doi = {{10.1007/978-3-540-74800-7_11}},
}
@article{31,
author = {{Werner Bailer}},
title = {{Face Swapping for Solving Collateral Privacy Issues in Multimedia Analytics}},
journal = {{MultiMedia Modeling}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-05710-7_14}},
doi = {{10.1007/978-3-030-05710-7_14}},
}
@article{32,
author = {{Harry Chandra TanuwidjajaRakyong ChoiKwangjo Kim}},
title = {{A Survey on Deep Learning Techniques for Privacy-Preserving}},
journal = {{Machine Learning for Cyber Security}},
volume = {{}},
number = {{}},
year = {{2019}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-30619-9_4}},
doi = {{10.1007/978-3-030-30619-9_4}},
}
@article{33,
author = {{Shiyin YangYongbiao LiDehua ZhouLinfeng WeiQingqing Gan}},
title = {{Privacy Prediction of Lightweight Convolutional Neural Network}},
journal = {{Frontiers in Cyber Security}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-981-15-9739-8_39}},
doi = {{10.1007/978-981-15-9739-8_39}},
}
@article{34,
author = {{Daiqing LiAmlan KarNishant RavikumarAlejandro F. FrangiSanja Fidler}},
title = {{Federated Simulation for Medical Imaging}},
journal = {{Medical Image Computing and Computer Assisted Intervention – MICCAI 2020}},
volume = {{}},
number = {{}},
year = {{2020}},
url = {{http://link.springer.com/chapter/10.1007/978-3-030-59710-8_16}},
doi = {{10.1007/978-3-030-59710-8_16}},
}
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author = {{Yichiet AunMing-Lee GanYen-Min Jasmina Khaw}},
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