Luca Bonomi

35 papers A* 2A 4B 3Misc 7Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2025 B conf
Quality and Robustness of Generative Watermarking on Biomedical Data.
IJCNN
Liyue Fan, Luca Bonomi
2024 — conf
Evaluating Generative Models in Medical Imaging.
ICHI
Liyue Fan, Ashley Bang, Luca Bonomi
2023 A conf
Enabling Health Data Sharing with Fine-Grained Privacy.
CIKM
Luca Bonomi, Sepand Gousheh, Liyue Fan
2023 — conf
Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis.
SIGSPATIAL/GIS
Liyue Fan, Luca Bonomi
2023 — conf
Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy.
ICHI
Liyue Fan, Luca Bonomi
2023 B conf
Private Continuous Survival Analysis with Distributed Multi-Site Data.
IEEE Big Data
Luca Bonomi, Marilyn Lionts, Liyue Fan
2022 — conf
Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data.
ICHI
Chonghao Zhang, Luca Bonomi
2022 — conf
Sharing Time-to-Event Data with Privacy Protection.
ICHI
Luca Bonomi, Liyue Fan
2022 J jnl
Sharing personal ECG time-series data privately.
J. Am. Medical Informatics Assoc.
Luca Bonomi, Zeyun Wu, Liyue Fan
2022 Misc conf
Training Deep Learning Models Privately in Survival Studies.
AMIA
Liyue Fan, Luca Bonomi
2022 J jnl
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.
IEEE Trans. Knowl. Data Eng.
Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado
2021 Misc conf
Collecting and Sharing ECG Data with Privacy Protection.
AMIA
Liyue Fan, Zeyun Wu, Luca Bonomi
2021 J jnl
Noise-tolerant similarity search in temporal medical data.
J. Biomed. Informatics
Luca Bonomi, Liyue Fan, Xiaoqian Jiang
2021 Misc conf
Privacy-Preserving Federated Biomedical Data Analysis.
AMIA
Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado
2020 J jnl
Protecting patient privacy in survival analyses.
J. Am. Medical Informatics Assoc.
Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
2019 Misc conf
Protecting Patient Privacy in Survival Analyses.
AMIA
Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
2019 Misc conf
VERTICOX: Vertically Distributed Cox Proportional Hazards Model.
AMIA
Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado
2018 Misc conf
Differentially Private Sanitization of ECG Time Series.
AMIA
Liyue Fan, Luca Bonomi
2018 J jnl
Optimal group route query: Finding itinerary for group of users in spatial databases.
GeoInformatica
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
2018 J jnl
Patient ranking with temporally annotated data.
J. Biomed. Informatics
Luca Bonomi, Xiaoqian Jiang
2018 — conf
Pattern Similarity in Time Interval Sequences.
ICHI
Luca Bonomi, Xiaoqian Jiang
2018 — conf
Time Series Sanitization with Metric-Based Privacy.
BigData Congress
Liyue Fan, Luca Bonomi
2017 A* conf
A Mortality Study for ICU Patients Using Bursty Medical Events.
ICDE
Luca Bonomi, Xiaoqian Jiang
2017 B conf
Multi-user Itinerary Planning for Optimal Group Preference.
SSTD
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
2016 A conf
An Information-Theoretic Approach to Individual Sequential Data Sanitization.
WSDM
Luca Bonomi, Liyue Fan, Hongxia Jin
2016 Misc conf
Linking patients with non-PHI data.
AMIA
Luca Bonomi, Xiaoqian Jiang
2016 J jnl
On Differentially Private Longest Increasing Subsequence Computation in Data Stream.
Trans. Data Priv.
Luca Bonomi, Li Xiong
2015 — ch.
A Review of Privacy Preserving Mechanisms for Record Linkage.
Medical Data Privacy Handbook
Luca Bonomi, Liyue Fan, Li Xiong
2015 — conf
Private Computation of the Longest Increasing Subsequence in Data Streams.
EDBT/ICDT Workshops
Luca Bonomi, Li Xiong
2014 A* conf
Monitoring web browsing behavior with differential privacy.
WWW
Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam
2013 A conf
A two-phase algorithm for mining sequential patterns with differential privacy.
CIKM
Luca Bonomi, Li Xiong
2013 — conf
LinkIT: privacy preserving record linkage and integration via transformations.
SIGMOD Conference
Luca Bonomi, Li Xiong, James J. Lu
2013 J jnl
Mining Frequent Patterns with Differential Privacy.
Proc. VLDB Endow.
Luca Bonomi
2012 A conf
Frequent grams based embedding for privacy preserving record linkage.
CIKM
Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung
2012 J jnl
Privacy Preserving Record Linkage via grams Projections
CoRR
Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung