Gabriel Ghinita

Gabriel Ghinita

University of Massachusetts Boston

H-index: 35

North America-United States

About Gabriel Ghinita

Gabriel Ghinita, With an exceptional h-index of 35 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Massachusetts Boston, specializes in the field of Data Security and Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Supporting secure dynamic alert zones using searchable encryption and graph embedding

HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height

VPASS: Voice Privacy Assistant System for Monitoring In-home Voice Commands

Holistic Survey of Privacy and Fairness in Machine Learning

Towards mobility data science (vision paper)

A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy

Fair Spatial Indexing: A paradigm for Group Spatial Fairness

Spatial Algorithms and Systems

Gabriel Ghinita Information

University

Position

___

Citations(all)

6909

Citations(since 2020)

1830

Cited By

6039

hIndex(all)

35

hIndex(since 2020)

23

i10Index(all)

56

i10Index(since 2020)

36

Email

University Profile Page

Google Scholar

Gabriel Ghinita Skills & Research Interests

Data Security and Privacy

Top articles of Gabriel Ghinita

Supporting secure dynamic alert zones using searchable encryption and graph embedding

The VLDB Journal

2024/1

HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height

ACM transactions on spatial algorithms and systems

2023/11/21

VPASS: Voice Privacy Assistant System for Monitoring In-home Voice Commands

2023/8/21

Holistic Survey of Privacy and Fairness in Machine Learning

arXiv preprint arXiv:2307.15838

2023/7/28

A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy

Proceedings of the ACM on Management of Data

2023/5/30

Fair Spatial Indexing: A paradigm for Group Spatial Fairness

arXiv preprint arXiv:2302.02306

2023/2/5

Spatial Algorithms and Systems

ACM Transactions on

2023

Models and mechanisms for spatial data fairness

Proceedings of the VLDB Endowment. International Conference on Very Large Data Bases

2022/10

Differentially-private publication of origin-destination matrices with intermediate stops

arXiv preprint arXiv:2202.12342

2022/2/24

A neural database for differentially private spatial range queries

arXiv preprint arXiv:2108.01496

2021/8/3

Sharing of network flow data across organizations using searchable encryption

2021/5/26

Gabriel Ghinita
Gabriel Ghinita

H-Index: 28

An efficient and secure location-based alert protocol using searchable encryption and Huffman codes

2021/5/2

Secure dynamic skyline queries using result materialization

2021/4/19

Gabriel Ghinita
Gabriel Ghinita

H-Index: 28

Cyrus Shahabi
Cyrus Shahabi

H-Index: 46

A secure location-based alert system with tunable privacy-performance trade-off

GeoInformatica

2020/10

Differentially-private next-location prediction with neural networks

Advances in database technology

2020/3

Enhancing the performance of spatial queries on encrypted data through graph embedding

2020

See List of Professors in Gabriel Ghinita University(University of Massachusetts Boston)