| 2026 | AsiaCCS | From Curvature to Privacy: EER-Driven Differential Privacy in Deep Neural Networks. | Islam A. Monir, Gabriel Ghinita, Mohamed M. Abdallah |
| 2026 | DBSEC | Differentially-Private Synthetic Visit Infilling with Transformers. | Andrei Ouatu, Gabriel Ghinita, Razvan Rughinis |
| 2025 | EDBT | Differentially Private Publication of Smart Electricity Grid Data. | Sina Shaham, Gabriel Ghinita, Bhaskar Krishnamachari, Cyrus Shahabi |
| 2025 | PST | Per-Attribute Privacy in Large Language Models Using Matrix-Variate Gaussian Mechanism. | Islam A. Monir, Gabriel Ghinita |
| 2024 | DaWaK | Differentially-Private Neural Network Training with Private Features and Public Labels. | Islam A. Monir, Gabriel Ghinita |
| 2024 | EDBT | Fair Spatial Indexing: A paradigm for Group Spatial Fairness. | Sina Shaham, Gabriel Ghinita, Cyrus Shahabi |
| 2023 | PST | VPASS: Voice Privacy Assistant System for Monitoring In-home Voice Commands. | Bang Tran, Sai Harshavardhan Reddy Kona, Xiaohui Liang, Gabriel Ghinita, Caroline Summerour, John A. Batsis |
| 2022 | EDBT | Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. | Sina Shaham, Gabriel Ghinita, Cyrus Shahabi |
| 2021 | EDBT | An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. | Sina Shaham, Gabriel Ghinita, Cyrus Shahabi |
| 2021 | ICDE | Secure Dynamic Skyline Queries Using Result Materialization. | Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi |
| 2020 | DBSEC | Enhancing the Performance of Spatial Queries on Encrypted Data Through Graph Embedding. | Sina Shaham, Gabriel Ghinita, Cyrus Shahabi |
| 2020 | EDBT | Differentially-Private Next-Location Prediction with Neural Networks. | Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi |
| 2019 | EDBT | A Utility-Preserving and Scalable Technique for Protecting Location Data with Geo-Indistinguishability. | Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi |
| 2019 | ICCCN | Protecting against Inference Attacks on Co-Location Data. | Ritesh Ahuja, Gabriel Ghinita, Nithin Krishna, Cyrus Shahabi |
| 2019 | IM | AMIS: Programmable Privacy-Preserving Network Measurement for Analysis and Troubleshooting. | Xiaoban Wu, Chen Xu, Yan Luo, Cody Bumgardner, Gabriel Ghinita, Michael McGarry |
| 2018 | ICDCS | Hybrid Differentially-Private String Matching. | Fang-Yu Rao, Gabriel Ghinita, Elisa Bertino |
| 2018 | MDM | Privacy-Preserving Spatial Crowdsourcing Based on Anonymous Credentials. | Xun Yi, Fang-Yu Rao, Gabriel Ghinita, Elisa Bertino |
| 2016 | MDM | Differentially-Private Mining of Representative Travel Patterns. | Mihai Maruseac, Gabriel Ghinita |
| 2015 | ICDE | PrivGeoCrowd: A toolbox for studying private spatial Crowdsourcing. | Hien To, Gabriel Ghinita, Cyrus Shahabi |
| 2014 | ICDE | Large-scale frequent subgraph mining in MapReduce. | Wenqing Lin, Xiaokui Xiao, Gabriel Ghinita |
| 2014 | MDM | Differentially Private Location Recommendations in Geosocial Networks. | Jia-Dong Zhang, Gabriel Ghinita, Chi-Yin Chow |
| 2013 | EDBT | Efficient and accurate strategies for differentially-private sliding window queries. | Jianneng Cao, Qian Xiao, Gabriel Ghinita, Ninghui Li, Elisa Bertino, Kian-Lee Tan |
| 2012 | ICDE | A Game-Theoretic Approach for High-Assurance of Data Trustworthiness in Sensor Networks. | Hyo-Sang Lim, Gabriel Ghinita, Elisa Bertino, Murat Kantarcioglu |
| 2012 | ICPADS | A Lightweight Secure Provenance Scheme for Wireless Sensor Networks. | Salmin Sultana, Gabriel Ghinita, Elisa Bertino, Mohamed Shehab |
| 2012 | LCN | Secure sensor network SUM aggregation with detection of malicious nodes. | Sunoh Choi, Gabriel Ghinita, Elisa Bertino |
| 2011 | CCS | Towards mechanisms for detection and prevention of data exfiltration by insiders: keynote talk paper. | Elisa Bertino, Gabriel Ghinita |
| 2010 | CCS | Controlling data disclosure in computational PIR protocols. | Ning Shang, Gabriel Ghinita, Yongbin Zhou, Elisa Bertino |
| 2010 | DEXA | A Privacy-Enhancing Content-Based Publish/Subscribe System Using Scalar Product Preserving Transformations. | Sunoh Choi, Gabriel Ghinita, Elisa Bertino |
| 2010 | EDBT | Private record matching using differential privacy. | Ali Inan, Murat Kantarcioglu, Gabriel Ghinita, Elisa Bertino |
| 2010 | MDM | Privacy-Aware Location-Aided Routing in Mobile Ad Hoc Networks. | Gabriel Ghinita, Mehdi Azarmi, Elisa Bertino |
| 2009 | ICDE | Outsourcing Search Services on Private Spatial Data. | Man Lung Yiu, Gabriel Ghinita, Christian S. Jensen, Panos Kalnis |
| 2009 | MDM | Interactive Location Cloaking with the PROBE Obfuscator. | Gabriel Ghinita, Maria Luisa Damiani, Elisa Bertino, Claudio Silvestri |
| 2008 | DEXA | Tracking Moving Objects in Anonymized Trajectories. | Nikolay Vyahhi, Spiridon Bakiras, Panos Kalnis, Gabriel Ghinita |
| 2008 | ICDE | On the Anonymization of Sparse High-Dimensional Data. | Gabriel Ghinita, Yufei Tao, Panos Kalnis |
| 2008 | SIGMOD | Private queries in location based services: anonymizers are not necessary. | Gabriel Ghinita, Panos Kalnis, Ali Khoshgozaran, Cyrus Shahabi, Kian-Lee Tan |
| 2008 | SSDBM | Privacy-Preserving Publication of User Locations in the Proximity of Sensitive Sites. | Bharath Krishnamachari, Gabriel Ghinita, Panos Kalnis |
| 2007 | WWW | PRIVE: anonymous location-based queries in distributed mobile systems. | Gabriel Ghinita, Panos Kalnis, Spiros Skiadopoulos |
| 2007 | VLDB | Fast Data Anonymization with Low Information Loss. | Gabriel Ghinita, Panagiotis Karras, Panos Kalnis, Nikos Mamoulis |