Gabriel Ghinita

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 56

Top Venues

Publications

Islam A. Monir, Muhamad I. Fauzan, Gabriel Ghinita
A Review of Adaptive Techniques and Data Management Issues in DP-SGD. IEEE Data Eng. Bull. 47 (2) (2024)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Supporting secure dynamic alert zones using searchable encryption and graph embedding. VLDB J. 33 (1) (2024)
Andrei Ouatu, Gabriel Ghinita, Razvan Rughinis
Accelerating Performance of Bilinear Map Cryptography using FPGA. CODASPY (2024)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. EDBT (2024)
Islam A. Monir, Gabriel Ghinita
Differentially-Private Neural Network Training with Private Features and Public Labels. DaWaK (2024)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana
Holistic Survey of Privacy and Fairness in Machine Learning. CoRR (2023)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. CoRR (2023)
Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi
HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height. ACM Trans. Spatial Algorithms Syst. 9 (4) (2023)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Supporting Secure Dynamic Alert Zones Using Searchable Encryption and Graph Embedding. CoRR (2023)
Bang Tran, Sai Harshavardhan Reddy Kona, Xiaohui Liang, Gabriel Ghinita, Caroline Summerour, John A. Batsis
VPASS: Voice Privacy Assistant System for Monitoring In-home Voice Commands. PST (2023)
Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. Proc. ACM Manag. Data 1 (1) (2023)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Towards Mobility Data Science (Vision Paper). CoRR (2023)
Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi
A Neural Database for Differentially Private Spatial Range Queries. Proc. VLDB Endow. 15 (5) (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Models and Mechanisms for Fairness in Location Data Processing. CoRR (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Models and Mechanisms for Spatial Data Fairness. Proc. VLDB Endow. 16 (2) (2022)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12 (1) (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. CoRR (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. EDBT (2022)
Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. CoRR (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. CoRR (2021)
Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
Secure Dynamic Skyline Queries Using Result Materialization. ICDE (2021)
Iulia Maria Florea, Gabriel Ghinita, Razvan Rughinis
Sharing of Network Flow Data across Organizations using Searchable Encryption. CSCS (2021)
Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi
A Neural Database for Differentially Private Spatial Range Queries. CoRR (2021)
Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. SIGSPATIAL/GIS (2021)
Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. CoRR (2021)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. EDBT (2021)
Mihai Maruseac, Gabriel Ghinita
Precision-Enhanced Differentially-Private Mining of High-Confidence Association Rules. IEEE Trans. Dependable Secur. Comput. 17 (6) (2020)
Gabriel Ghinita, Kien Nguyen, Mihai Maruseac, Cyrus Shahabi
A Secure Location-based Alert System with Tunable Privacy-Performance Trade-off. CoRR (2020)
Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
Dynamic Skyline Queries on Encrypted Data Using Result Materialization. CoRR (2020)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Enhancing the Performance of Spatial Queries on Encrypted Data Through Graph Embedding. DBSec (2020)
Gabriel Ghinita, Kien Nguyen, Mihai Maruseac, Cyrus Shahabi
A secure location-based alert system with tunable privacy-performance trade-off. GeoInformatica 24 (4) (2020)
Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi
Differentially-Private Next-Location Prediction with Neural Networks. EDBT (2020)
Kien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace. CoRR (2019)
Xiaoban Wu, Chen Xu, Yan Luo, Cody Bumgardner, Gabriel Ghinita, Michael McGarry
AMIS: Programmable Privacy-Preserving Network Measurement for Analysis and Troubleshooting. IM (2019)
Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi
A Utility-Preserving and Scalable Technique for Protecting Location Data with Geo-Indistinguishability. EDBT (2019)
Ritesh Ahuja, Gabriel Ghinita, Nithin Krishna, Cyrus Shahabi
Protecting against Inference Attacks on Co-Location Data. ICCCN (2019)
Kien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace. SIGSPATIAL/GIS (2019)
Xun Yi, Fang-Yu Rao, Gabriel Ghinita, Elisa Bertino
Privacy-Preserving Spatial Crowdsourcing Based on Anonymous Credentials. MDM (2018)
Oana-Georgiana Niculaescu, Gabriel Ghinita
An Empirical Study of Differentially-Private Analytics for High-Speed Network Data. CODASPY (2018)
Fang-Yu Rao, Gabriel Ghinita, Elisa Bertino
Hybrid Differentially-Private String Matching. ICDCS (2018)
Hien To, Gabriel Ghinita, Liyue Fan, Cyrus Shahabi
Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 16 (4) (2017)
Mihai Maruseac, Gabriel Ghinita, Goce Trajcevski, Peter Scheuermann
Privacy-preserving detection of anomalous phenomena in crowdsourced environmental sensing using fine-grained weighted voting. GeoInformatica 21 (4) (2017)
Justin Yang, Oana-Georgiana Niculaescu, Gabriel Ghinita
A Game-Oriented Educational Tool for Location Privacy Topics. SIGSPATIAL/GIS (2017)
Oana-Georgiana Niculaescu, Mihai Maruseac, Gabriel Ghinita
Differentially-Private Big Data Analytics for High-Speed Research Network Traffic Measurement. CODASPY (2017)
Gabriel Ghinita, Maria Luisa Damiani, Claudio Silvestri, Elisa Bertino
Protecting Against Velocity-Based, Proximity-Based, and External Event Attacks in Location-Centric Social Networks. ACM Trans. Spatial Algorithms Syst. 2 (2) (2016)
Mihai Maruseac, Gabriel Ghinita
Differentially-Private Mining of Representative Travel Patterns. MDM (2016)
Mihai Maruseac, Gabriel Ghinita
Processing uncertain spatial data resulting from differentially-private sanitization. ACM SIGSPATIAL Special 8 (2) (2016)
Mihai Maruseac, Gabriel Ghinita
Privacy-Preserving Mining of Sequential Association Rules from Provenance Workflows. CODASPY (2016)
Hien To, Gabriel Ghinita, Cyrus Shahabi
PrivGeoCrowd: A toolbox for studying private spatial Crowdsourcing. ICDE (2015)
Mihai Maruseac, Gabriel Ghinita, Besim Avci, Goce Trajcevski, Peter Scheuermann
Privacy-Preserving Detection of Anomalous Phenomena in Crowdsourced Environmental Sensing. SSTD (2015)
Gabriel Ghinita, Mihai Maruseac
Disseminating Location Privacy Threats and Protection Techniques through Capture-the-Flag Games (Vision Paper). GeoPrivacy@SIGSPATIAL (2015)
Mihai Maruseac, Gabriel Ghinita
Differentially-Private Mining of Moderately-Frequent High-Confidence Association Rules. CODASPY (2015)
Salmin Sultana, Gabriel Ghinita, Elisa Bertino, Mohamed Shehab
A Lightweight Secure Scheme for Detecting Provenance Forgery and Packet DropAttacks in Wireless Sensor Networks. IEEE Trans. Dependable Secur. Comput. 12 (3) (2015)
Mihai Maruseac, Gabriel Ghinita, Ming Ouyang, Razvan Rughinis
Hardware acceleration of Private Information Retrieval protocols using GPUs. ASAP (2015)
Sergiu Costea, Gabriel Ghinita, Razvan Rughinis, Nicolae Tapus
Reduced Relative Errors for Short Sequence Counting with Differential Privacy. CSCS (2015)
Mihai Maruseac, Gabriel Ghinita, Razvan Rughinis
Privacy-preserving publication of provenance workflows. CODASPY (2014)
Wenqing Lin, Xiaokui Xiao, Gabriel Ghinita
Large-scale frequent subgraph mining in MapReduce. ICDE (2014)
Maria Luisa Damiani, Gabriel Ghinita
Guest editorial: location-centric privacy in mobile services. GeoInformatica 18 (1) (2014)
Sunoh Choi, Gabriel Ghinita, Hyo-Sang Lim, Elisa Bertino
Secure kNN Query Processing in Untrusted Cloud Environments. IEEE Trans. Knowl. Data Eng. 26 (11) (2014)
Jia-Dong Zhang, Gabriel Ghinita, Chi-Yin Chow
Differentially Private Location Recommendations in Geosocial Networks. MDM (1) (2014)
Elisa Bertino, Gabriel Ghinita, Murat Kantarcioglu, Dang Nguyen, Jae Park, Ravi S. Sandhu, Salmin Sultana, Bhavani M. Thuraisingham, Shouhuai Xu
A roadmap for privacy-enhanced secure data provenance. J. Intell. Inf. Syst. 43 (3) (2014)
Sunoh Choi, Gabriel Ghinita, Elisa Bertino
Secure mutual proximity zone enclosure evaluation. SIGSPATIAL/GIS (2014)
Gabriel Ghinita, Razvan Rughinis
An efficient privacy-preserving system for monitoring mobile users: making searchable encryption practical. CODASPY (2014)
Hien To, Gabriel Ghinita, Cyrus Shahabi
A Framework for Protecting Worker Location Privacy in Spatial Crowdsourcing. Proc. VLDB Endow. 7 (10) (2014)
Mihai Maruseac, Gabriel Ghinita, Ming Ouyang, Razvan Rughinis
Towards efficient private spatial information retrieval using GPUs. SIGSPATIAL/GIS (2014)
Jianneng Cao, Qian Xiao, Gabriel Ghinita, Ninghui Li, Elisa Bertino, Kian-Lee Tan
Efficient and accurate strategies for differentially-private sliding window queries. EDBT (2013)
Hans Lo, Gabriel Ghinita
Authenticating spatial skyline queries with low communication overhead. CODASPY (2013)
Gabriel Ghinita, Razvan Rughinis
A privacy-preserving location-based alert system. SIGSPATIAL/GIS (2013)
Gabriel Ghinita, Jennifer Neville, Shawn D. Newsam
LBSN 2012 workshop report: the Fifth ACM SIGSPATIAL International Workshop on Location-Based Social Networks (Redondo Beach, California - November 6, 2012). ACM SIGSPATIAL Special 5 (1) (2013)
Michael S. Kirkpatrick, Gabriel Ghinita, Elisa Bertino
Resilient Authenticated Execution of Critical Applications in Untrusted Environments. IEEE Trans. Dependable Secur. Comput. 9 (4) (2012)
Salmin Sultana, Gabriel Ghinita, Elisa Bertino, Mohamed Shehab
A Lightweight Secure Provenance Scheme for Wireless Sensor Networks. ICPADS (2012)
Hyo-Sang Lim, Gabriel Ghinita, Elisa Bertino, Murat Kantarcioglu
A Game-Theoretic Approach for High-Assurance of Data Trustworthiness in Sensor Networks. ICDE (2012)
Gabriel Ghinita
SPRINGL 2011 Workshop Report: the Fourth ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS: (Chicago, Illinois - November 1, 2011). ACM SIGSPATIAL Special 4 (1) (2012)
Sergiu Costea, Dumitru Marian Barbu, Gabriel Ghinita, Razvan Rughinis
A Comparative Evaluation of Private Information Retrieval Techniques in Location-Based Services. INCoS (2012)
Michael S. Kirkpatrick, Gabriel Ghinita, Elisa Bertino
Privacy-Preserving Enforcement of Spatially Aware RBAC. IEEE Trans. Dependable Secur. Comput. 9 (5) (2012)
Sunoh Choi, Gabriel Ghinita, Elisa Bertino
Secure sensor network SUM aggregation with detection of malicious nodes. LCN (2012)
Ali Inan, Murat Kantarcioglu, Gabriel Ghinita, Elisa Bertino
A Hybrid Approach to Private Record Matching. IEEE Trans. Dependable Secur. Comput. 9 (5) (2012)
Elisa Bertino, Gabriel Ghinita
Towards mechanisms for detection and prevention of data exfiltration by insiders: keynote talk paper. AsiaCCS (2011)
Gabriel Ghinita, Panos Kalnis, Yufei Tao
Anonymous Publication of Sensitive Transactional Data. IEEE Trans. Knowl. Data Eng. 23 (2) (2011)
Gabriel Ghinita, Panos Kalnis, Murat Kantarcioglu, Elisa Bertino
Approximate and exact hybrid algorithms for private nearest-neighbor queries with database protection. GeoInformatica 15 (4) (2011)
Chenyun Dai, Fang-Yu Rao, Gabriel Ghinita, Elisa Bertino
Privacy-preserving assessment of location data trustworthiness. GIS (2011)
Kenneth Brancik, Gabriel Ghinita
The optimization of situational awareness for insider threat detection. CODASPY (2011)
Elisa Bertino, Gabriel Ghinita, Ashish Kamra
Access Control for Databases: Concepts and Systems. Found. Trends Databases 3 (1-2) (2011)
Ning Shang, Gabriel Ghinita, Yongbin Zhou, Elisa Bertino
Controlling data disclosure in computational PIR protocols. AsiaCCS (2010)
Gabriel Ghinita, Mehdi Azarmi, Elisa Bertino
Privacy-Aware Location-Aided Routing in Mobile Ad Hoc Networks. Mobile Data Management (2010)
Eun-Ae Cho, Gabriel Ghinita, Elisa Bertino
Privacy-preserving similarity measurement for access control policies. Digital Identity Management (2010)
Sunoh Choi, Gabriel Ghinita, Elisa Bertino
A Privacy-Enhancing Content-Based Publish/Subscribe System Using Scalar Product Preserving Transformations. DEXA (1) (2010)
Gabriel Ghinita, Keliang Zhao, Dimitris Papadias, Panos Kalnis
A reciprocal framework for spatial K-anonymity. Inf. Syst. 35 (3) (2010)
Man Lung Yiu, Gabriel Ghinita, Christian S. Jensen, Panos Kalnis
Enabling search services on outsourced private spatial data. VLDB J. 19 (3) (2010)
Gabriel Ghinita, Carmen Ruiz Vicente, Ning Shang, Elisa Bertino
Privacy-preserving matching of spatial datasets with protection against background knowledge. GIS (2010)
Ali Inan, Murat Kantarcioglu, Gabriel Ghinita, Elisa Bertino
Private record matching using differential privacy. EDBT (2010)
Gabriel Ghinita, Maria Luisa Damiani, Elisa Bertino, Claudio Silvestri
Interactive Location Cloaking with the PROBE Obfuscator. Mobile Data Management (2009)
Gabriel Ghinita, Panos Kalnis, Murat Kantarcioglu, Elisa Bertino
A Hybrid Technique for Private Location-Based Queries with Database Protection. SSTD (2009)
Gabriel Ghinita, Panagiotis Karras, Panos Kalnis, Nikos Mamoulis
A framework for efficient data anonymization under privacy and accuracy constraints. ACM Trans. Database Syst. 34 (2) (2009)
Gabriel Ghinita, Maria Luisa Damiani, Claudio Silvestri, Elisa Bertino
Preventing velocity-based linkage attacks in location-aware applications. GIS (2009)
Carmen Ruiz Vicente, Michael S. Kirkpatrick, Gabriel Ghinita, Elisa Bertino, Christian S. Jensen
Towards location-based access control in healthcare emergency response. SPRINGL (2009)
Chenyun Dai, Gabriel Ghinita, Elisa Bertino, Ji-Won Byun, Ninghui Li
TIAMAT: a Tool for Interactive Analysis of Microdata Anonymization Techniques. Proc. VLDB Endow. 2 (2) (2009)
Man Lung Yiu, Gabriel Ghinita, Christian S. Jensen, Panos Kalnis
Outsourcing Search Services on Private Spatial Data. ICDE (2009)
Gabriel Ghinita
Private Queries and Trajectory Anonymization: a Dual Perspective on Location Privacy. Trans. Data Priv. 2 (1) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gabriel Ghinita