Yang Cao

Frontiers Comput. Sci., 2024

Extracting Spatiotemporal Data from Gradients with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

PGB: Benchmarking Differentially Private Synthetic Graph Generation Algorithms.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Graph Analytics with Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning.

[BibT_eX]

[DOI]

Saber Malekmohammadi

Yaoliang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Enhancing Privacy of Spatiotemporal Federated Learning Against Gradient Inversion Attacks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

TabularMark: Watermarking Tabular Datasets for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Mechanisms to Address Different Privacy Requirements for Users and Locations.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., December, 2023

Geo-Graph-Indistinguishability: Location Privacy on Road Networks with Differential Privacy.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., May, 2023

Secure Shapley Value for Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Olive: Oblivious Federated Learning on Trusted Execution Environment Against the Risk of Sparsification.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Towards Mobility Data Science (Vision Paper).

[BibT_eX]

[DOI]

CoRR, 2023

Supporting Pandemic Preparedness with Privacy Enhancing Technology.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Trust, 2023

Towards Benchmarking Privacy Risk for Differential Privacy: A Survey.

[BibT_eX]

[DOI]

Dmitry Prokhorenkov

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

GhostVec: A New Threat to Speaker Privacy of End-to-End Speech Recognition System.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Asia 2023, 2023

Reprogramming Self-supervised Learning-based Speech Representations for Speaker Anonymization.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Asia 2023, 2023

CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

PrivateRec: Differentially Private Model Training and Online Serving for Federated News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Locally Private Streaming Data Release with Shuffling and Subsampling.

[BibT_eX]

[DOI]

Xiaoyu Li

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

General or Specific? Investigating Effective Privacy Protection in Federated Learning for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Differentially Private Streaming Data Release Under Temporal Correlations via Post-processing.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

From Bounded to Unbounded: Privacy Amplification via Shuffling with Dummies.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE Computer Security Foundations Symposium, 2023

2022

PCT-TEE: Trajectory-based Private Contact Tracing System with Trusted Execution Environment.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2022

HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Mobility Data Science (Dagstuhl Seminar 22021).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2022

Local Differential Privacy Image Generation Using Flow-based Deep Generative Models.

[BibT_eX]

[DOI]

CoRR, 2022

PrivateRec: Differentially Private Training and Serving for Federated News Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

OLIVE: Oblivious and Differentially Private Federated Learning on Trusted Execution Environment.

[BibT_eX]

[DOI]

CoRR, 2022

Network Shuffling: Privacy Amplification via Random Walks.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

An Accurate, Flexible and Private Trajectory-Based Contact Tracing System on Untrusted Servers.

[BibT_eX]

[DOI]

Proceedings of the Information Integration and Web Intelligence, 2022

Mitigating Privacy Vulnerability Caused by Map Asymmetry.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXVI, 2022

FL-Market: Trading Private Models in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Asymmetric Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

A Crypto-Assisted Approach for Publishing Graph Statistics with Node Local Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Boosting Utility of Differentially Private Streaming Data Release under Temporal Correlations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track.

[BibT_eX]

[DOI]

Tsung-Ting Kuo

Tyler Bath

Shuaicheng Ma

Nicholas D. Pattengale

Int. J. Medical Informatics, 2021

Understanding the Interplay between Privacy and Robustness in Federated Learning.

[BibT_eX]

[DOI]

Yaowei Han

CoRR, 2021

Incentive Mechanism for Privacy-Preserving Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Trading Data with Personalized Differential Privacy and Partial Arbitrage Freeness.

[BibT_eX]

[DOI]

CoRR, 2021

Asymmetric Differential Privacy.

[BibT_eX]

[DOI]

Shun Takagi

CoRR, 2021

FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Transparent Contribution Evaluation for Secure Federated Learning on Blockchain.

[BibT_eX]

[DOI]

Shuaicheng Ma

Li Xiong

Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

Preventing Manipulation Attack in Local Differential Privacy Using Verifiable Randomization Mechanism.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXV, 2021

Privacy-Preserving Polynomial Evaluation over Spatio-Temporal Data on an Untrusted Cloud Server.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

FLAME: Differentially Private Federated Learning in the Shuffle Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

PANDA: Policy-aware Location Privacy for Epidemic Surveillance.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Trace-Based Dynamic Gas Estimation of Loops in Smart Contracts.

[BibT_eX]

[DOI]

IEEE Open J. Comput. Soc., 2020

Quantifying the Privacy-Utility Trade-offs in COVID-19 Contact Tracing Apps.

[BibT_eX]

[DOI]

CoRR, 2020

Geo-Graph-Indistinguishability: Location Privacy on Road Networks Based on Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2020

Customizable and Rigorous Location Privacy through Policy Graph.

[BibT_eX]

[DOI]

CoRR, 2020

AuthPrivacyChain: A Blockchain-Based Access Control Framework With Privacy Protection in Cloud.

[BibT_eX]

[DOI]

IEEE Access, 2020

PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

Money Cannot Buy Everything: Trading Mobile Data with Controllable Privacy Loss.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Voice-Indistinguishability: Protecting Voiceprint In Privacy-Preserving Speech Data Release.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Providing Input-Discriminative Protection for Local Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Blockchain-Empowered Contact Tracing for COVID-19 Using Crypto-Spatiotemporal Information.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

PGLP: Customizable and Rigorous Location Privacy Through Policy Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2020, 2020

FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension Selection.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

POSTER: Data Collection via Local Differential Privacy with Secret Parameters.

[BibT_eX]

[DOI]

Shun Takagi

Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

POSTER: Protecting Location Privacy on Road Networks.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

Voice-Indistinguishability - Protecting Voiceprint with Differential Privacy under an Untrusted Server.

[BibT_eX]

[DOI]

Proceedings of the CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, 2020

Dynamic Gas Estimation of Loops Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Blockchain and Trustworthy Systems - Second International Conference, 2020

Secure and Efficient Trajectory-Based Contact Tracing using Trusted Hardware.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations".

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Effcient logging and querying for Blockchain-based cross-site genomic dataset access audit.

[BibT_eX]

[DOI]

Shuaicheng Ma

Li Xiong

CoRR, 2019

Money Cannot Buy Everything: Trading Infinite Location Data Streams with Bounded Individual Privacy Loss.

[BibT_eX]

[DOI]

CoRR, 2019

Cross-Language Information Matching Technology Based on Term Extraction.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Shared Word Embedding Space Modeling Method Based on Orthogonal Projection.

[BibT_eX]

[DOI]

Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019

Blockchain-Based Bidirectional Updates on Fine-Grained Medical Data.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

PriSTE: From Location Privacy to Spatiotemporal Event Privacy.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Geo-Graph-Indistinguishability: Protecting Location Privacy for LBS over Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXIII, 2019

"When and Where Do You Want to Hide?" - Recommendation of Location Privacy Preferences with Local Differential Privacy.

[BibT_eX]

[DOI]

Maho Asada

Proceedings of the Data and Applications Security and Privacy XXXIII, 2019

Supporting Both Range Queries and Frequency Estimation with Local Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

2018

ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

2017

Rigorous and Flexible Privacy Protection Framework for Utilizing Personal Spatiotemporal Data.

[BibT_eX]

[DOI]

PhD thesis, 2017

LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

How to Balance Privacy and Money through Pricing Mechanism in Personal Data Market.

[BibT_eX]

[DOI]

Rachana Nget