Liyue Fan

Proceedings of the International Joint Conference on Neural Networks, 2023

Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Enabling Health Data Sharing with Fine-Grained Privacy.

[BibT_eX]

[DOI]

Sepand Gousheh

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Private Continuous Survival Analysis with Distributed Multi-Site Data.

[BibT_eX]

[DOI]

Marilyn Lionts

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Sharing personal ECG time-series data privately.

[BibT_eX]

[DOI]

Zeyun Wu

J. Am. Medical Informatics Assoc., 2022

Privacy Challenges and Solutions for Image Data Sharing.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Trust, 2022

Privacy Enhancement for Cloud-Based Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Sharing Time-to-Event Data with Privacy Protection.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Co-location and air pollution exposure: case studies on the usefulness of location privacy.

[BibT_eX]

[DOI]

Julius Marinak

Ashley Bang

Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2022

DP-Shield: Face Obfuscation with Differential Privacy.

[BibT_eX]

[DOI]

Muhammad Usama Saleem

Dominick Reilly

Proceedings of the 25th International Conference on Extending Database Technology, 2022

Training Deep Learning Models Privately in Survival Studies.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2022, 2022

2021

Noise-tolerant similarity search in temporal medical data.

[BibT_eX]

[DOI]

Xiaoqian Jiang

J. Biomed. Informatics, 2021

A Comparative Evaluation of Differentially Private Image Obfuscation.

[BibT_eX]

[DOI]

Dominick Reilly

Proceedings of the 3rd IEEE International Conference on Trust, 2021

Differentially Private String Sanitization for Frequency-Based Mining Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

A Closer Look: Evaluating Location Privacy Empirically.

[BibT_eX]

[DOI]

Ishan Gote

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

DPNeT: Differentially Private Network Traffic Synthesis with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Akarsh Pokkunuru

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

Clustering Mixed-Type Data with Correlation-Preserving Embedding.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Collecting and Sharing ECG Data with Privacy Protection.

[BibT_eX]

[DOI]

Zeyun Wu

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Geopriv4j: an open source repository for practical location privacy.

[BibT_eX]

[DOI]

Sriram Yechan Gunja

Proceedings of the Sixth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2020

2019

Outlier Detection in Non-stationary Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

Fast Distance-based Outlier Detection in Data Streams based on Micro-clusters.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Symposium on Information and Communication Technology, 2019

A Demonstration of Image Obfuscation with Provable Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Practical Image Obfuscation with Provable Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018

Privacy and Security Issues in DDDAS Systems.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018

A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Optimal group route query: Finding itinerary for group of users in spatial databases.

[BibT_eX]

[DOI]

GeoInformatica, 2018

Traffic Accident Detection with Spatiotemporal Impact Measurement.

[BibT_eX]

[DOI]

Mingxuan Yue

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Image Pixelization with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXII, 2018

Time Series Sanitization with Metric-Based Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

Differentially Private Sanitization of ECG Time Series.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

2017

Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

Multi-user Itinerary Planning for Optimal Group Preference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Temporal Signature for Location Similarity.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGSPATIAL Workshop on Recommendations for Location-based Services and Social Networks, 2017

2016

Distance-based Outlier Detection in Data Streams.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

An Information-Theoretic Approach to Individual Sequential Data Sanitization.

[BibT_eX]

[DOI]

Hongxia Jin

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Real-time task assignment in hyperlocal spatial crowdsourcing under budget constraints.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communications, 2016

Inferring Traffic Incident Start Time with Loop Sensor Data.

[BibT_eX]

[DOI]

Mingxuan Yue

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

A Practical Framework for Privacy-Preserving Data Analytics.

[BibT_eX]

[DOI]

Hongxia Jin

Proceedings of the 24th International Conference on World Wide Web, 2015

Activity Recognition Using Wrist-Worn Sensors for Human Performance Evaluation.

[BibT_eX]

[DOI]

Minh Nguyen

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Differentially Private H-Tree.

[BibT_eX]

[DOI]

Hien To

Proceedings of the 2nd Workshop on Privacy in Geographic Information Collection and Analysis, 2015

Privacy-preserving inference of social relationships from location data: a vision paper.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

A Review of Privacy Preserving Mechanisms for Record Linkage.

[BibT_eX]

[DOI]

Proceedings of the Medical Data Privacy Handbook, 2015

2014

An Adaptive Approach to Real-Time Aggregate Monitoring With Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

DPCube: Differentially Private Histogram Release through Multidimensional Partitioning.

[BibT_eX]

[DOI]

Trans. Data Priv., 2014

Monitoring web browsing behavior with differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling.

[BibT_eX]

[DOI]

Vaidy S. Sunderam

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Differentially Private Anomaly Detection with a Case Study on Epidemic Outbreak Detection.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Predict: Privacy and Security Enhancing Dynamic Information Collection and Monitoring.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2013

Differentially Private Multi-dimensional Time Series Release for Traffic Monitoring.

[BibT_eX]

[DOI]

Vaidy S. Sunderam

Proceedings of the Data and Applications Security and Privacy XXVII, 2013

2012

DPCube: Differentially Private Histogram Release through Multidimensional Partitioning

[BibT_eX]

[DOI]

CoRR, 2012

Adaptively Sharing Time-Series with Differential Privacy

[BibT_eX]

[DOI]

CoRR, 2012

Real-time aggregate monitoring with differential privacy.

[BibT_eX]

[DOI]