Yang Cao 0011 - researchr alias

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Viewing Publication 1 - 49 from 49

2024

Differentially private trajectory event streams publishing under data dependence constraintsYuan Shen 0005, Wei Song 0006, Yang Cao 0011, Zechen Liu, Zhe Wei, Zhiyong Peng. isci, 657:119959, February 2024. [doi]

2023

Differentially Private Streaming Data Release Under Temporal Correlations via Post-processingXuyang Cao, Yang Cao 0011, Primal Pappachan, Atsuyoshi Nakamura, Masatoshi Yoshikawa. dbsec 2023: 184-200 [doi]

Mechanisms to Address Different Privacy Requirements for Users and LocationsRyota Hiraishi, Masatoshi Yoshikawa, Yang Cao 0011, Sumio Fujita, Hidehito Gomi. ieicetd, 106(12):2036-2047, December 2023. [doi]

Olive: Oblivious Federated Learning on Trusted Execution Environment Against the Risk of SparsificationFumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. pvldb, 16(10):2404-2417, 2023. [doi]

Supporting Pandemic Preparedness with Privacy Enhancing TechnologyRuixuan Liu, Sepanta Zeighami, Haowen Lin, Cyrus Shahabi, Yang Cao 0011, Shun Takagi, Yoko Konishi, Masatoshi Yoshikawa, Li Xiong 0001. tpsisa 2023: 34-43 [doi]

From Bounded to Unbounded: Privacy Amplification via Shuffling with DummiesShun Takagi, Fumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. csfw 2023: 457-472 [doi]

Geo-Graph-Indistinguishability: Location Privacy on Road Networks with Differential PrivacyShun Takagi, Yang Cao 0011, Yasuhito Asano, Masatoshi Yoshikawa. ieicetd, 106(5):877-894, May 2023. [doi]

General or Specific? Investigating Effective Privacy Protection in Federated Learning for Speech Emotion RecognitionChao Tan, Yang Cao 0011, Sheng Li 0010, Masatoshi Yoshikawa. icassp 2023: 1-5 [doi]

Equitable Data Valuation Meets the Right to Be Forgotten in Model MarketsHaocheng Xia, Jinfei Liu, Jian Lou 0001, Zhan Qin, Kui Ren 0001, Yang Cao 0011, Li Xiong 0001. pvldb, 16(11):3349-3362, 2023. [doi]

CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GANMinxing Zhang, Haowen Lin, Shun Takagi, Yang Cao 0011, Cyrus Shahabi, Li Xiong 0001. MDM 2023: 148-157 [doi]

Secure Shapley Value for Cross-Silo Federated LearningShuyuan Zheng, Yang Cao 0011, Masatoshi Yoshikawa. pvldb, 16(7):1657-1670, 2023. [doi]

2022

An Accurate, Flexible and Private Trajectory-Based Contact Tracing System on Untrusted ServersRuixuan Cao, Fumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. iiwas 2022: 409-414 [doi]

Boosting Utility of Differentially Private Streaming Data Release under Temporal CorrelationsXuyang Cao, Yang Cao 0011, Masatoshi Yoshikawa, Atsuyoshi Nakamura. bigdataconf 2022: 6605-6607 [doi]

Mitigating Privacy Vulnerability Caused by Map AsymmetryRyota Hiraishi, Masatoshi Yoshikawa, Shun Takagi, Yang Cao 0011, Sumio Fujita, Hidehito Gomi. dbsec 2022: 68-86 [doi]

PCT-TEE: Trajectory-based Private Contact Tracing System with Trusted Execution EnvironmentFumiyuki Kato, Yang Cao 0011, Mastoshi Yoshikawa. tsas, 8(2):1-35, 2022. [doi]

HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational DataFumiyuki Kato, Tsubasa Takahashi 0001, Shun Takagi, Yang Cao 0011, Seng Pei Liew, Masatoshi Yoshikawa. pvldb, 15(9):1766-1778, 2022. [doi]

Network Shuffling: Privacy Amplification via Random WalksSeng Pei Liew, Tsubasa Takahashi 0001, Shun Takagi, Fumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. SIGMOD 2022: 773-787 [doi]

A Crypto-Assisted Approach for Publishing Graph Statistics with Node Local Differential PrivacyShang Liu, Yang Cao 0011, Takao Murakami, Masatoshi Yoshikawa. bigdataconf 2022: 5765-5774 [doi]

Mobility Data Science (Dagstuhl Seminar 22021)Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong 0001, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao 0011, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy 0001, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner 0001, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef 0001, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi. dagstuhl-reports, 12(1):1-34, 2022. [doi]

Asymmetric Differential PrivacyShun Takagi, Fumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. bigdataconf 2022: 1576-1581 [doi]

FL-Market: Trading Private Models in Federated LearningShuyuan Zheng, Yang Cao 0011, Masatoshi Yoshikawa, Huizhong Li, Qiang Yan. bigdataconf 2022: 1525-1534 [doi]

2021

Protecting Spatiotemporal Event Privacy in Continuous Location-Based ServicesYang Cao 0011, Yonghui Xiao, Li Xiong 0001, Liquan Bai, Masatoshi Yoshikawa. tkde, 33(8):3141-3154, 2021. [doi]

Preventing Manipulation Attack in Local Differential Privacy Using Verifiable Randomization MechanismFumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. dbsec 2021: 43-60 [doi]

Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain trackTsung-Ting Kuo, Tyler Bath, Shuaicheng Ma, Nicholas Pattengale, Meng Yang, Yang Cao 0011, Corey M. Hudson, Jihoon Kim, Kai Post, Li Xiong 0001, Lucila Ohno-Machado. ijmi, 154:104559, 2021. [doi]

FLAME: Differentially Private Federated Learning in the Shuffle ModelRuixuan Liu, Yang Cao 0011, Hong Chen, Ruoyang Guo, Masatoshi Yoshikawa. AAAI 2021: 8688-8696 [doi]

Transparent Contribution Evaluation for Secure Federated Learning on BlockchainShuaicheng Ma, Yang Cao 0011, Li Xiong 0001. icde 2021: 88-91 [doi]

P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative ModelShun Takagi, Tsubasa Takahashi 0001, Yang Cao 0011, Masatoshi Yoshikawa. icde 2021: 169-180 [doi]

2020

PANDA: Policy-aware Location Privacy for Epidemic SurveillanceYang Cao 0011, Shun Takagi, Yonghui Xiao, Li Xiong 0001, Masatoshi Yoshikawa. pvldb, 13(12):3001-3004, 2020. [doi]

PGLP: Customizable and Rigorous Location Privacy Through Policy GraphYang Cao 0011, Yonghui Xiao, Shun Takagi, Li Xiong 0001, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu. esorics 2020: 655-676 [doi]

Providing Input-Discriminative Protection for Local Differential PrivacyXiaolan Gu, Ming Li 0003, Li Xiong 0001, Yang Cao 0011. icde 2020: 505-516 [doi]

PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized UtilityXiaolan Gu, Ming Li 0003, Yueqiang Cheng, Li Xiong 0001, Yang Cao 0011. uss 2020: 967-984 [doi]

Voice-Indistinguishability: Protecting Voiceprint In Privacy-Preserving Speech Data ReleaseYaowei Han, Sheng Li 0010, Yang Cao 0011, Qiang Ma 0001, Masatoshi Yoshikawa. icmcs 2020: 1-6 [doi]

Voice-Indistinguishability - Protecting Voiceprint with Differential Privacy under an Untrusted ServerYaowei Han, Yang Cao 0011, Sheng Li 0010, Qiang Ma 0001, Masatoshi Yoshikawa. ccs 2020: 2125-2127 [doi]

Secure and Efficient Trajectory-Based Contact Tracing using Trusted HardwareFumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa. bigdataconf 2020: 4016-4025 [doi]

Trace-Based Dynamic Gas Estimation of Loops in Smart ContractsChunmiao Li, Shijie Nie, Yang Cao 0011, Yijun Yu, Zhenjiang Hu. ojcomps, 1:295-306, 2020. [doi]

Dynamic Gas Estimation of Loops Using Machine LearningChunmiao Li, Shijie Nie, Yang Cao 0011, Yijun Yu, Zhenjiang Hu. blocksys 2020: 428-441 [doi]

FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension SelectionRuixuan Liu, Yang Cao 0011, Masatoshi Yoshikawa, Hong Chen 0001. dasfaa 2020: 485-501 [doi]

POSTER: Protecting Location Privacy on Road NetworksShun Takagi, Yang Cao 0011, Yasuhito Asano, Masatoshi Yoshikawa. ccs 2020: 913-915 [doi]

POSTER: Data Collection via Local Differential Privacy with Secret ParametersShun Takagi, Yang Cao 0011, Masatoshi Yoshikawa. ccs 2020: 910-912 [doi]

Blockchain-Empowered Contact Tracing for COVID-19 Using Crypto-Spatiotemporal InformationZheng Wen, Keping Yu, Xin Qi 0002, Toshio Sato, Yutaka Katsuyama, Takuro Sato, Wataru Kameyama, Fumiyuki Kato, Yang Cao 0011, Masatoshi Yoshikawa, Min Luo, Jun Hashimoto. healthcom 2021: 1-6 [doi]

Money Cannot Buy Everything: Trading Mobile Data with Controllable Privacy LossShuyuan Zheng, Yang Cao 0011, Masatoshi Yoshikawa. MDM 2020: 29-38 [doi]

2019

PriSTE: From Location Privacy to Spatiotemporal Event PrivacyYang Cao 0011, Yonghui Xiao, Li Xiong 0001, Liquan Bai. icde 2019: 1606-1609 [doi]

PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based ServicesYang Cao 0011, Yonghui Xiao, Li Xiong 0001, Liquan Bai, Masatoshi Yoshikawa. pvldb, 12(12):1866-1869, 2019. [doi]

Quantifying Differential Privacy in Continuous Data Release Under Temporal CorrelationsYang Cao 0011, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong 0001. tkde, 31(7):1281-1295, 2019. [doi]

Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations"Yang Cao 0011, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong 0001. tkde, 31(11):2234, 2019. [doi]

"When and Where Do You Want to Hide?" - Recommendation of Location Privacy Preferences with Local Differential PrivacyMaho Asada, Masatoshi Yoshikawa, Yang Cao 0011. dbsec 2019: 164-176 [doi]

Blockchain-Based Bidirectional Updates on Fine-Grained Medical DataChunmiao Li, Yang Cao 0011, Zhenjiang Hu, Masatoshi Yoshikawa. icde 2019: 22-27 [doi]

Geo-Graph-Indistinguishability: Protecting Location Privacy for LBS over Road NetworksShun Takagi, Yang Cao 0011, Yasuhito Asano, Masatoshi Yoshikawa. dbsec 2019: 143-163 [doi]

2017

Rigorous and Flexible Privacy Protection Framework for Utilizing Personal Spatiotemporal DataYang Cao 0011. PhD thesis, Kyoto University, Japan, 2017. [doi]

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