Results 91 to 100 of about 1,338 (191)

Secure Data Handling in CI/CD Pipelines Using Homomorphic Encryption Techniques [PDF]

This study explores the use of homomorphic encryption (HE) in CI/CD pipelines to secure sensitive information during automated software delivery processes.
Parveen, Iqra
core  

Engorgio: An Arbitrary-Precision Unbounded-Size Hybrid Encrypted Database via Quantized Fully Homomorphic Encryption [PDF]

This work proposes an encrypted hybrid database framework that combines vectorized data search and relational data query over quantized fully homomorphic encryption (FHE). We observe that, due to the lack of efficient encrypted data ordering capabilities,
Jiaqi Hu, Haowen Pan, Zhenyu Guan, Yi Chen, Yunhao Fu, Jiafeng Hua, Bo Zhang, Jin Dong, Song Bian, Zhou Zhang, Yier Jin   +10 more
core  

An Approach to Reduce Storage for Homomorphic Computations [PDF]

, 2013
We introduce a hybrid homomorphic encryption by combining public key encryption (PKE) and somewhat homomorphic encryption (SHE) to reduce storage for most applications of somewhat or fully homomorphic encryption (FHE).
Jung Hee Cheon, Jinsu Kim
core  

Hybrid Cryptosystem with Martino Homomorphic Encryption and Generalization of The ElGamal

Digital data security has become a significant challenge in the ever-evolving digital era. Asymmetric cryptographic systems, such as the Generalization of the ElGamal, excel in providing high security due to the difficulty of solving discrete logarithms ...
Khairina, Annisa
core  

GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption

Machine Learning (ML) has emerged as one of data science's most transformative and influential domains. However, the widespread adoption of ML introduces privacy-related concerns owing to the increasing number of malicious attacks targeting ML models. To
Nguyen, Khoa, Michalas, Antonis, Budzys, Mindaugas, Frimpong, Eugene, Khan, Tanveer   +4 more
core   +2 more sources

Machine Learning Services by Homomorphic Encryption to Enhancing Privacy

Machine Learning (ML) is a crucial domain within data science, fostering advancements across several industries. Nonetheless, the rising threat of detrimental attacks on machine learning models presents significant privacy issues that may impede their ...
Yadkar, Mohammed Shamar, Farhan, Hameed Mutlag, Kurnaz, Sefer   +2 more
core   +1 more source

A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption

Machine Learning (ML) has become one of the most impactful fields of data science in recent years. However, a significant concern with ML is its privacy risks due to rising attacks against ML models.
Nguyen, Khoa, Michalas, Antonis, Budzys, Mindaugas, Frimpong, Eugene, Khan, Tanveer   +4 more
core   +1 more source

Enhancing Medical Images Security and Efficiency With Adaptive Compressed Sensing and SHA-3 in Telemedicine

International Journal of Biomedical Imaging
Security issues of telemedicine-based secure transmission of medical images find a very thin line drawn between diagnostic acceptability and cybersecurity. Partial but imperfect solutions emerge. JPEG2000 and HEVC concentrate only on compression, failing
Ashraf Al Sharah, Hamza Abu Owida, Tareq A. Alawneh, Anas Quteishat, Suhaila Abuowaida, Nawaf Alshdaifat, Mutsam A. Jarajreh   +6 more
doaj   +1 more source

Secure and scalable smart grid IoT communication through quantum key distribution, homomorphic encryption, and federated learning

Discover Applied Sciences
The IoT Smart grid systems require privacy-sensitive, scalable, and secure communication, but the traditional cryptographic methods are susceptible to quantum attacks, central failure, and high computational costs.
Prashant Kumar Shukla, Suchi Mishra, Sachin Tiwari, Ankur Pandey, Najah Kalifah Almazmomi   +4 more
doaj   +1 more source

Enhancing foreign exchange reserve security for central banks using Blockchain, FHE, and AWS

Journal of King Saud University: Computer and Information Sciences
In order to maintain the value of the national currency and control foreign debt, central banks are vital to the management of a nation’s foreign exchange reserves.
Khandakar Md Shafin, Saha Reno
doaj   +1 more source