Noman Mohammed

Toufique Morshed

Inf., 2024

De-identification is not always enough.

[BibT_eX]

[DOI]

Atiquer Rahman Sarkar

Yao-Shun Chuang

CoRR, 2024

2023

Comparative Analysis of Membership Inference Attacks in Federated and Centralized Learning.

[BibT_eX]

[DOI]

Inf., 2023

FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Database Engineered Applications Symposium Conference, 2023

Comparative Analysis of Membership Inference Attacks in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Database Engineered Applications Symposium Conference, 2023

Privacy-Preserving Learning via Data and Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2022

Generalized genomic data sharing for differentially private federated learning.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2022

Privacy preserving collaborative learning of generalized linear mixed model.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2022

Differentially Private Medical Texts Generation Using Generative Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2022

Generating Privacy Preserving Synthetic Medical Data.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

Privacy-Preserving Federated Learning Model for Healthcare Data.

[BibT_eX]

[DOI]

Tanzir Ul Islam

Reza Ghasemi

Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022

Private Federated Framework for Health Data.

[BibT_eX]

[DOI]

Tanzir Ul Islam

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Online Algorithm for Differentially Private Genome-wide Association Studies.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2021

De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective.

[BibT_eX]

[DOI]

Md. Monowar Anjum

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Privacy preserving neural networks for electronic health records de-identification.

[BibT_eX]

[DOI]

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

sf SecDM: privacy-preserving data outsourcing framework with differential privacy.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

Nearest neighbour search over encrypted data using intel SGX.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., 2020

A Deep Learning Framework for Malware Classification.

[BibT_eX]

[DOI]

Int. J. Digit. Crime Forensics, 2020

PAARS: Privacy Aware Access Regulation System.

[BibT_eX]

[DOI]

Md. Monowar Anjum

Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

CPU and GPU Accelerated Fully Homomorphic Encryption.

[BibT_eX]

[DOI]

Toufique Morshed

Proceedings of the 2020 IEEE International Symposium on Hardware Oriented Security and Trust, 2020

Secure Count Query on Encrypted Heterogeneous Data.

[BibT_eX]

[DOI]

Md. Nazmus Sadat

Proceedings of the IEEE Intl Conf on Dependable, 2020

Efficient Privacy-Preserving Approaches for Trajectory Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Dependable, 2020

Parallel Generalized Suffix Tree Construction for Genomic Data.

[BibT_eX]

[DOI]

Parimala Thulasiraman

Proceedings of the Algorithms for Computational Biology, 2020

2019

Secure Similar Patients Query on Encrypted Genomic Data.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2019

SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

A privacy-preserving distributed filtering framework for NLP artifacts.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2019

Privacy-preserving techniques of genomic data - a survey.

[BibT_eX]

[DOI]

Briefings Bioinform., 2019

Homoglyph attack detection with unpaired data.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018

Membership Inference Attack against Differentially Private Deep Learning Model.

[BibT_eX]

[DOI]

Trans. Data Priv., 2018

Secure count query on encrypted genomic data.

[BibT_eX]

[DOI]

Md. Nazmus Sadat

J. Biomed. Informatics, 2018

Secure Count Query on Encrypted Genomic Data: A Survey.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2018

Secure large-scale genome data storage and query.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2018

Parallel Linear Regression on Encrypted Data.

[BibT_eX]

[DOI]

Toufique Morshed

Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018

Malware Classification with Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IFIP International Conference on New Technologies, 2018

Privacy-Preserving Age Estimation for Content Rating.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

On the Robustness of Deep Learning Models to Universal Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017

Private and Efficient Query Processing on Outsourced Genomic Databases.

[BibT_eX]

[DOI]

Reza Ghasemi

Massoud Hadian Dehkordi

IEEE J. Biomed. Health Informatics, 2017

Feature Selection for Classification under Anonymity Constraint.

[BibT_eX]

[DOI]

Trans. Data Priv., 2017

SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption.

[BibT_eX]

[DOI]

CoRR, 2017

Secure Count Query on Encrypted Genomic Data.

[BibT_eX]

[DOI]

CoRR, 2017

Image-Centric Social Discovery Using Neural Network under Anonymity Constraint.

[BibT_eX]

[DOI]

Kazi Wasif Ahmed

Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017

Secure Sequence Similarity Search on Encrypted Genomic Data.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

2016

The Risk-Utility Tradeoff for Data Privacy Models.

[BibT_eX]

[DOI]

Mohammad Moein Almasi

Taha R. Siddiqui

Hadi Hemmati

Proceedings of the 8th IFIP International Conference on New Technologies, 2016

Secure and Efficient Multiparty Computation on Genomic Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

2015

Secure and Private Management of Healthcare Databases for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Cloud-assisted distributed private data sharing.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Private Genome Data Dissemination.

[BibT_eX]

[DOI]

Proceedings of the Medical Data Privacy Handbook, 2015

2014

Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2014

Differentially private genome data dissemination through top-down specialization.

[BibT_eX]

[DOI]

Shuang Wang

Rui Chen

BMC Medical Informatics Decis. Mak., 2014

2013

Differential-Private Data Publishing Through Component Analysis.

[BibT_eX]

[DOI]

Trans. Data Priv., 2013

Privacy-preserving heterogeneous health data sharing.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

Privacy-preserving trajectory data publishing by local suppression.

[BibT_eX]

[DOI]

Inf. Sci., 2013

2012

Secure Distributed Framework for Achieving ε-Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Privacy Enhancing Technologies - 12th International Symposium, 2012

2011

Anonymity meets game theory: secure data integration with malicious participants.

[BibT_eX]

[DOI]

Benjamin C. M. Fung

VLDB J., 2011

Mechanism Design-Based Secure Leader Election Model for Intrusion Detection in MANET.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2011

Publishing Set-Valued Data via Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Differentially private data release for data mining.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Centralized and Distributed Anonymization for High-Dimensional Healthcare Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2010

A Secure Mechanism Design-Based and Game Theoretical Model for MANETs.

[BibT_eX]

[DOI]

Abderrezak Rachedi

Abderrahim Benslimane

Hadi Otrok

Mob. Networks Appl., 2010

2009

Anonymizing healthcare data: a case study on the blood transfusion service.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Privacy-preserving data mashup.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Walking in the crowd: anonymizing trajectory data for pattern analysis.

[BibT_eX]

[DOI]

Benjamin C. M. Fung

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

A game-theoretic intrusion detection model for mobile ad hoc networks.

[BibT_eX]

[DOI]

Comput. Commun., 2008

A Mechanism Design-Based Secure Architecture for Mobile Ad Hoc Networks.

[BibT_eX]

[DOI]

Abderrezak Rachedi

Abderrahim Benslimane

Hadi Otrok