An advanced data fabric architecture leveraging homomorphic encryption and federated learning

An advanced data fabric architecture leveraging homomorphic encryption and federated learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliografiske detaljer
Main Authors:	Rieyan, Sakib Anwar, News, Md. Raisul Kabir, Rahman, A.B.M. Muntasir, Khan, Sadia Afrin, Zaarif, Sultan Tasneem Jawad
Andre forfattere:	Alam, Md. Golam Rabiul
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2023
Fag:	Data fabric Federated learning Partially homomorphic encryption Big data Data integration (Computer science) Database management
Online adgang:	http://hdl.handle.net/10361/20203

Lignende værker

Implementation of real-time learning on homomorphically encrypted visual inputs
af: Bhuiyan, Emtiaz MD Tafsir, et al.
Udgivet: (2021)

Blockchain based e-voting system with homomorphic encryption and threshold signature
af: Probor, Mushfique Nasir, et al.
Udgivet: (2023)

Big Data implementation in the tourism industry with the integration of Singular Value Decomposition (SVD)
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Udgivet: (2021)

Heart failure risk prediction and medicine recommendation system using exploratory analysis and big data analytics
af: Habib, Sumaya, et al.
Udgivet: (2019)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
af: Sarwar, Arafat, et al.
Udgivet: (2023)

Analysis on the performance comparison between a relational database and a non-relational database for big data application
af: Hasan, Md. Ahsanul, et al.
Udgivet: (2022)

Image encryption and decryption using computer generated holography
af: Istiaque, Md. Asif, et al.
Udgivet: (2018)

BigPsy: a big data framework to support psycho-informatics
af: Muizz, Rashik Al, et al.
Udgivet: (2021)

A blockchain-driven framework designed for pharmaceutical community to secure and trace the trail of drug supply chain
af: Rahman, Samiha, et al.
Udgivet: (2021)

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
af: Hasan, Nahid
Udgivet: (2024)

Data science & big data analytics : discovering, analyzing, visualizing, and presenting data /

Internet cryptography /
af: Smith, Richard E., 1952-
Udgivet: (2000)

Advancing medical image security: a hybrid DNA-AES based cryptosystem
af: Khan, Chisthia, et al.
Udgivet: (2024)

Healthcare and big data management /
Udgivet: (2017)

Understanding cryptography : a textbook for students and practitioners /
af: Paar, Christof, 1963-
Udgivet: (2010)

Big Data and Analytics /
af: Acharya, Seema
Udgivet: (2015)

The code book : the science of secrecy from ancient Egypt to quantum cryptography /
af: Singh, Simon
Udgivet: (2000)

An investigation on implementations of theoretical whitebox cryptographic solutions
af: Eshan, Adnan Rahman, et al.
Udgivet: (2024)

A secured federated learning system leveraging confidence score to identify retinal disease
af: Eshan, M Sakib Osman, et al.
Udgivet: (2023)

Report on Litun Fabrics Limited
af: Khan, Md. Mahabubur Rahaman
Udgivet: (2021)

Bangladesh’s first fabrication lab opens at BRAC University
af: The Daily Sun
Udgivet: (2017)

A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain
af: Dipro, Sumit Howlader, et al.
Udgivet: (2022)

Risk based hybrid security model for enhancing eHealth services of cloud system
af: Ullah, Azmat, et al.
Udgivet: (2023)

The Data Science Design Manual /
af: Skiena, Steven S.
Udgivet: (2017)

Digital fabrications : architectural and material techniques /
af: Iwamoto, Lisa, 1963-
Udgivet: (2009)

coinBD: an enhanced version of proof of work with less computational power
af: Hossain, Mohammad Badrul, et al.
Udgivet: (2019)

Hyperledger fabric blockchain-based medical document and prescription sharing system: Enhancing data security and traceability of the healthcare sector in Bangladesh
af: Abdullah, Mohammed Taher, et al.
Udgivet: (2024)

Digital finance : big data, start-ups, and the future of financial services /
af: Beaumont, Perry H., 1961-
Udgivet: (2020)

Cryptography and network security : principles and practice /
af: Stallings, William
Udgivet: (2006)

Cryptography and network security : principles and practice /
af: Stallings, William
Udgivet: (2003)

Cryptography and network security : principles and practice /
af: Stallings, William
Udgivet: (2017)

Modern data warehousing, mining, and visualization : core concepts /
af: Marakas, George M.
Udgivet: (2003)

Big data, mining, and analytics : components of strategic decision making /
Udgivet: (2018)

A secured way of keeping medical data efficiently using web farm In the perspective of Bangladesh
af: Hasan, Rakibul, et al.
Udgivet: (2022)

Covert data transmission using secret-sharing and network steganography
af: Islam, Mohammad Ariful, et al.
Udgivet: (2024)

Readiness for the digitalization of procurement in the private sector of Bangladesh
af: Roy, Nirbachita
Udgivet: (2021)

Data mining techniques : for marketing, sales, and customer relationship management /
af: Berry, Michael J. A.
Udgivet: (2004)

Integration of data clustering to intelligent email classifier
af: Zisan, Shahriar Ahmed
Udgivet: (2019)

Secure medical record sharing using blockchain and elliptic curve cryptography
af: Kais, Emrul, et al.
Udgivet: (2020)

Machine learning with PySpark : With natural language processing and recommender systems /
af: Singh, Pramod
Udgivet: (2022)