Cargando…

Feasibility of Homomorphic Encryption for Sharing I2B2 Aggregate-Level Data in the Cloud

The biomedical community is lagging in the adoption of cloud computing for the management of medical data. The primary obstacles are concerns about privacy and security. In this paper, we explore the feasibility of using advanced privacy-enhancing technologies in order to enable the sharing of sensi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Raisaro, Jean Louis, Klann, Jeffrey G, Wagholikar, Kavishwar B, Estiri, Hossein, Hubaux, Jean-Pierre, Murphy, Shawn N
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Medical Informatics Association 2018
Materias:	Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961814/ https://www.ncbi.nlm.nih.gov/pubmed/29888067

Ejemplares similares

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
por: Froelicher, David, et al.
Publicado: (2021)

Author Correction: Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
por: Froelicher, David, et al.
Publicado: (2021)

Predicting COVID-19 mortality with electronic medical records
por: Estiri, Hossein, et al.
Publicado: (2021)

Polar labeling: silver standard algorithm for training disease classifiers
por: Wagholikar, Kavishwar B, et al.
Publicado: (2020)

Achieving GWAS with homomorphic encryption
por: Sim, Jun Jie, et al.
Publicado: (2020)

Privacy-Preserving IoT Data Aggregation Based on Blockchain and Homomorphic Encryption
por: Loukil, Faiza, et al.
Publicado: (2021)

A quantum approach to homomorphic encryption
por: Tan, Si-Hui, et al.
Publicado: (2016)

Quantum Search on Encrypted Data Based on Quantum Homomorphic Encryption
por: Zhou, Qing, et al.
Publicado: (2020)

Configurable Encryption and Decryption Architectures for CKKS-Based Homomorphic Encryption
por: Lee, Jaehyeok, et al.
Publicado: (2023)

Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images
por: Kumar, Rajesh, et al.
Publicado: (2022)

An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes
por: Estiri, Hossein, et al.
Publicado: (2022)

Logistic regression over encrypted data from fully homomorphic encryption
por: Chen, Hao, et al.
Publicado: (2018)

Secure Inference on Homomorphically Encrypted Genotype Data with Encrypted Linear Models
por: Zou, Meng, et al.
Publicado: (2023)

Fully homomorphic encryption in real world applications
por: Chatterjee, Ayantika, et al.
Publicado: (2019)

Private genome analysis through homomorphic encryption
por: Kim, Miran, et al.
Publicado: (2015)

Homomorphic Encryption and Some Black Box Attacks
por: Borovik, Alexandre, et al.
Publicado: (2020)

Privacy-preserving genome-wide association studies on cloud environment using fully homomorphic encryption
por: Lu, Wen-Jie, et al.
Publicado: (2015)

Secure Data Aggregation with Fully Homomorphic Encryption in Large-Scale Wireless Sensor Networks
por: Li, Xing, et al.
Publicado: (2015)

Private Genomes and Public SNPs: Homomorphic Encryption of Genotypes and Phenotypes for Shared Quantitative Genetics
por: Mott, Richard, et al.
Publicado: (2020)

A Lattice-Based Homomorphic Proxy Re-Encryption Scheme with Strong Anti-Collusion for Cloud Computing
por: Li, Juyan, et al.
Publicado: (2021)

Is Homomorphic Encryption-Based Deep Learning Secure Enough?
por: Shin, Jinmyeong, et al.
Publicado: (2021)

Homomorphic Asymmetric Encryption Applied to the Analysis of IoT Communications
por: López Delgado, Juan Luis, et al.
Publicado: (2022)

Privacy-preserving cancer type prediction with homomorphic encryption
por: Sarkar, Esha, et al.
Publicado: (2023)

A Review of Homomorphic Encryption for Privacy-Preserving Biometrics
por: Yang, Wencheng, et al.
Publicado: (2023)

Secure Data Aggregation Based on End-to-End Homomorphic Encryption in IoT-Based Wireless Sensor Networks
por: Kumar, Mukesh, et al.
Publicado: (2023)

Evolving Research Data Sharing Networks to Clinical App Sharing Networks
por: Wagholikar, Kavishwar B., et al.
Publicado: (2017)

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations
por: Estiri, Hossein, et al.
Publicado: (2020)

Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
por: Kim, Miran, et al.
Publicado: (2018)

Logistic regression model training based on the approximate homomorphic encryption
por: Kim, Andrey, et al.
Publicado: (2018)

Secure searching of biomarkers through hybrid homomorphic encryption scheme
por: Kim, Miran, et al.
Publicado: (2017)

Reversible Data Hiding Algorithm in Fully Homomorphic Encrypted Domain
por: Li, Jingxuan, et al.
Publicado: (2019)

Privacy-preserving approximate GWAS computation based on homomorphic encryption
por: Kim, Duhyeong, et al.
Publicado: (2020)

Blockchain Data Secure Transmission Method Based on Homomorphic Encryption
por: Peng, Sheng, et al.
Publicado: (2022)

Training of Classification Models via Federated Learning and Homomorphic Encryption
por: Angulo, Eduardo, et al.
Publicado: (2023)

Advancing Federated Learning through Verifiable Computations and Homomorphic Encryption
por: Zhang, Bingxue, et al.
Publicado: (2023)

Fractal-Based Hybrid Cryptosystem: Enhancing Image Encryption with RSA, Homomorphic Encryption, and Chaotic Maps
por: Mfungo, Dani Elias, et al.
Publicado: (2023)

Web services for data warehouses: OMOP and PCORnet on i2b2
por: Klann, Jeffrey G, et al.
Publicado: (2018)

Applying Deep Neural Networks over Homomorphic Encrypted Medical Data
por: Vizitiu, Anamaria, et al.
Publicado: (2020)

Optimized homomorphic encryption solution for secure genome-wide association studies
por: Blatt, Marcelo, et al.
Publicado: (2020)

A systematic review of homomorphic encryption and its contributions in healthcare industry
por: Munjal, Kundan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_eclbkc7rgov7rj6jjfm2hi46qg