Luca Bonomi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 25

Top Topics

Differential Privacy

Differentially Private

Privacy Protection

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Liyue Fan, Luca Bonomi
Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis. SIGSPATIAL/GIS (2023)
Luca Bonomi, Sepand Gousheh, Liyue Fan
Enabling Health Data Sharing with Fine-Grained Privacy. CIKM (2023)
Liyue Fan, Luca Bonomi
Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy. ICHI (2023)
Luca Bonomi, Marilyn Lionts, Liyue Fan
Private Continuous Survival Analysis with Distributed Multi-Site Data. BigData (2023)
Luca Bonomi, Liyue Fan
Sharing Time-to-Event Data with Privacy Protection. ICHI (2022)
Liyue Fan, Luca Bonomi
Training Deep Learning Models Privately in Survival Studies. AMIA (2022)
Luca Bonomi, Zeyun Wu, Liyue Fan
Sharing personal ECG time-series data privately. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Chonghao Zhang, Luca Bonomi
Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data. ICHI (2022)
Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado
Privacy-Preserving Federated Biomedical Data Analysis. AMIA (2021)
Luca Bonomi, Liyue Fan, Xiaoqian Jiang
Noise-tolerant similarity search in temporal medical data. J. Biomed. Informatics 113 (2021)
Liyue Fan, Zeyun Wu, Luca Bonomi
Collecting and Sharing ECG Data with Privacy Protection. AMIA (2021)
Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
Protecting patient privacy in survival analyses. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado
VERTICOX: Vertically Distributed Cox Proportional Hazards Model. AMIA (2019)
Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
Protecting Patient Privacy in Survival Analyses. AMIA (2019)
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
Optimal group route query: Finding itinerary for group of users in spatial databases. GeoInformatica 22 (4) (2018)
Luca Bonomi, Xiaoqian Jiang
Pattern Similarity in Time Interval Sequences. ICHI (2018)
Luca Bonomi, Xiaoqian Jiang
Patient ranking with temporally annotated data. J. Biomed. Informatics 78 (2018)
Liyue Fan, Luca Bonomi
Differentially Private Sanitization of ECG Time Series. AMIA (2018)
Liyue Fan, Luca Bonomi
Time Series Sanitization with Metric-Based Privacy. BigData Congress (2018)
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
Multi-user Itinerary Planning for Optimal Group Preference. SSTD (2017)
Luca Bonomi, Xiaoqian Jiang
A Mortality Study for ICU Patients Using Bursty Medical Events. ICDE (2017)
Luca Bonomi, Liyue Fan, Hongxia Jin
An Information-Theoretic Approach to Individual Sequential Data Sanitization. WSDM (2016)
Luca Bonomi, Xiaoqian Jiang
Linking patients with non-PHI data. AMIA (2016)
Luca Bonomi, Li Xiong
On Differentially Private Longest Increasing Subsequence Computation in Data Stream. Trans. Data Priv. 9 (1) (2016)
Luca Bonomi, Li Xiong
Private Computation of the Longest Increasing Subsequence in Data Streams. EDBT/ICDT Workshops (2015)
Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam
Monitoring web browsing behavior with differential privacy. WWW (2014)
Luca Bonomi, Li Xiong
A two-phase algorithm for mining sequential patterns with differential privacy. CIKM (2013)
Luca Bonomi, Li Xiong, James J. Lu
LinkIT: privacy preserving record linkage and integration via transformations. SIGMOD Conference (2013)
Luca Bonomi
Mining Frequent Patterns with Differential Privacy. Proc. VLDB Endow. 6 (12) (2013)
Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung
Frequent grams based embedding for privacy preserving record linkage. CIKM (2012)
Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung
Privacy Preserving Record Linkage via grams Projections CoRR (2012)