-
Verifiable Homomorphic Encryption (VHE) is a cryptographic technique that integrates Homomorphic Encryption (HE) with Verifiable Computation (VC). It serves as a crucial technology for ensuring both privacy and integrity in outsourced computation, where a clie…
datacite
Cheon, Jung Hee, Jang, Daehyun
2025
置信度 0.66
Cryptography and Security (cs.CR)FOS: Computer and information sciencesFOS: Computer and information sciences
-
With the widespread adoption of cloud computing, the need for outsourcing statistical analysis to third-party platforms is growing rapidly. However, handling sensitive data such as medical records and financial information in cloud environments raises serious …
datacite
Choi, Hyunmin
2025
置信度 0.66
Cryptography and Security (cs.CR)FOS: Computer and information sciencesFOS: Computer and information sciences
-
Foundation models (FMs) excel in zero-shot tasks but benefit from task-specific adaptation. However, privacy concerns prevent data sharing among multiple data owners, and proprietary restrictions prevent the learning service provider (LSP) from sharing the FM.…
datacite
Tastan, Nurbek, Nandakumar, Karthik
2025
置信度 0.66
Machine Learning (cs.LG)Cryptography and Security (cs.CR)Computer Vision and Pattern Recognition (cs.CV)Distributed, Parallel, and Cluster Computing (cs.DC)FOS: Computer and information sciences
-
crossref
Liu Yushu
2026-01-14T20:36:55Z
置信度 0.70
-
crossref
Florian Bayer, Christian Rathgeb
2025-08-15T18:11:50Z
置信度 0.70
-
crossref
Xu Zhao, Zheng Yuan
2026-02-19T20:55:22Z
置信度 0.70
-
crossref
Adoum Youssouf, Abdramane Issa, Daouda Ahmat
2025-06-11T15:39:45Z
置信度 0.70
-
ThegrowingrelianceonAIfor medical image analysis presents importantprivacyriskswhen patient data is processed on external servers.To solve this problem, we suggest a Privacy-Preserving Medical Image Inference Portal that uses Homomorphic Encryption (HE) to kee…
crossref
Akhil Pa, Steephen MV, LavitaWilma Lobo
2025-12-26T07:40:13Z
置信度 0.70
-
crossref
Talida Dîrnu, Vlad-Cristian Miclea
2026-03-13T19:51:37Z
置信度 0.70
-
crossref
Obaidullah Yadgar, Ping Zhang
2025-12-03T18:40:10Z
置信度 0.70
-
crossref
Deepthy K Bhaskar, Minimol B, Binu V P
2025-04-21T17:36:15Z
置信度 0.70
-
A fully homomorphic encryption (FHE) scheme allows a client to encrypt and delegate its data to a server that performs computation on the encrypted data that the client can then decrypt. While FHE gives confidentiality to clients' data, it does not protect the…
crossref
Kamil Kluczniak
2025-01-13T17:00:52Z
置信度 0.70
-
crossref
2025-03-06T03:49:30Z
置信度 0.70
-
crossref
Niraj Upadhayaya, Pramod Kumar
2025-05-22T13:54:49Z
置信度 0.70
-
crossref
Dewei Wang, Shuai Liu, Yong Zhang
2025-09-09T17:29:36Z
置信度 0.70
-
crossref
Khushboo Chhikara, Manoj Kumar
2025-08-12T17:51:39Z
置信度 0.70
-
crossref
Thomas Davies, Ronny Schubert, Mandy Lange-Geisler, Klaus Dohmen 等
2025-04-15T14:43:24Z
置信度 0.70
-
IoT server-layer processing of heterogeneous data alleviates silos but incurs high resource costs. This study proposes shifting computational load to the edge layer to reduce server strain. Focusing on massive IoT deployments in non-ideal environments, it addr…
crossref
Liyuan He, Lanjiang Wu
2025-10-21T15:41:50Z
置信度 0.70
-
crossref
Rakhi Bharadwaj, Priyanshi Patle, Bhagyesh Pawar, Nikita Pawar 等
2026-02-17T21:04:14Z
置信度 0.70
-
crossref
Yifei Wang, Nuo Li
2026-01-22T20:58:23Z
置信度 0.70
-
crossref
Moontaha Nishat Chowdhury, André Bauer, Minxuan Zhou
2025-10-07T17:34:49Z
置信度 0.70
-
crossref
Hemant Ramdas Kumbhar, S. Srinivasa Rao
2024-12-17T11:33:19Z
置信度 0.70
-
crossref
Jiangbin Dong, Xinhua Chen, Mingyu Gao
2025-05-21T17:36:35Z
置信度 0.70
-
crossref
Himani Bhatt, Saurabh Rana, Mandeep Mittal
2026-03-31T19:49:08Z
置信度 0.70
-
crossref
Yikai Jiang, Bing Li, Tian Fang
2025-10-08T17:35:26Z
置信度 0.70
-
crossref
Abel C. H. Chen
2025-06-11T15:39:42Z
置信度 0.70
-
crossref
Alireza Tabatabaeian, Arrvindh Shriraman
2025-12-16T18:30:30Z
置信度 0.70
-
crossref
Mhd Raja Abou Harb, Baris Celiktas, Gunet Eroglu
2025-12-08T18:38:51Z
置信度 0.70
-
Abstract Quantum learning models hold the potential to bring computational advantages over the classical realm. As powerful quantum servers become available on the cloud, ensuring the protection of clients’ private data becomes crucial. By incorporating quantu…
crossref
Weikang Li, Dong-Ling Deng
2025-02-04T01:45:37Z
置信度 0.70
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2026
置信度 0.80
-
europepmc
2025
置信度 0.80
-
With the advancement of precision medicine, machine learning (ML) and deep learning have increasingly become a pivotal tool for driving medical innovation. Precision medicine, grounded in individual variability, aims to deliver personalized treatment intervent…
europepmc
2025
置信度 0.80
-
europepmc
2026
置信度 0.80
-
The increasing availability of genome data motivates massive research studies in personalized treatment and precision medicine. Public cloud services provide a flexible way to mitigate the storage and computation burden in conducting genome-wide association st…
pubmed
Zhang Y, Dai W, Jiang X, Xiong H 等
2015
置信度 0.82
-
The rapid development of genome sequencing technology allows researchers to access large genome datasets. However, outsourcing the data processing o the cloud poses high risks for personal privacy. The aim of this paper is to give a practical solution for this…
pubmed
Kim M, Lauter K
2015
置信度 0.82
-
Developed sequencing techniques are yielding large-scale genomic data at low cost. A genome-wide association study (GWAS) targeting genetic variations that are significantly associated with a particular disease offers great potential for medical improvement. H…
pubmed
Lu WJ, Yamada Y, Sakuma J
2015
置信度 0.82
-
Searching for similar compounds in a database is the most important process for in-silico drug screening. Since a query compound is an important starting point for the new drug, a query holder, who is afraid of the query being monitored by the database server,…
pubmed
Shimizu K, Nuida K, Arai H, Mitsunari S 等
2015
置信度 0.82
-
The use of wireless sensor networks for wearable computing in health care is growing quickly. Numerous applications are already in use, such as blood pressure monitors and heart rate monitors. As such, it is very important for system designers to consider how …
pubmed
Wang X, Zhang Z
2015 Dec
置信度 0.82
-
With the rapid development of wireless communication technology, sensor technology, information acquisition and processing technology, sensor networks will finally have a deep influence on all aspects of people's lives. The battery resources of sensor nodes sh…
pubmed
Li X, Chen D, Li C, Wang L
2015 Jul 3
置信度 0.82
-
Quality improvement (QI) requires systematic and continuous efforts to enhance healthcare services. A healthcare provider might wish to compare local statistics with those from other institutions in order to identify problems and develop intervention to improv…
pubmed
Chen F, Wang S, Mohammed N, Cheng S 等
2014 Oct
置信度 0.82
-
Secure multiparty computation allows for a set of users to evaluate a particular function over their inputs without revealing the information they possess to each other. Theoretically, this can be achieved using fully homomorphic encryption systems, but so far…
pubmed
Portêlo J, Raj B, Trancoso I
2015
置信度 0.82
-
The number of technical solutions for monitoring patients in their daily activities is expected to increase significantly in the near future. Blood pressure, heart rate, temperature, BMI, oxygen saturation, and electrolytes are few of the physiologic factors t…
pubmed
Page A, Kocabas O, Soyata T, Aktas M 等
2015 Jul
置信度 0.82
-
A critical challenge in a fully homomorphic encryption (FHE) scheme is to manage noise. Modulus switching technique is currently the most efficient noise management technique. When using the modulus switching technique to design and implement a FHE scheme, how…
pubmed
Chen Z, Wang J, Chen L, Song X
2014
置信度 0.82
-
Increasingly, confidential medical records are being stored in data centers hosted by hospitals or large companies. As sophisticated algorithms for predictive analysis on medical data continue to be developed, it is likely that, in the future, more and more co…
pubmed
Bos JW, Lauter K, Naehrig M
2014 Aug
置信度 0.82
-
Data aggregation is an important technique for reducing the energy consumption of sensor nodes in wireless sensor networks (WSNs). However, compromised aggregators may forge false values as the aggregated results of their child nodes in order to conduct stealt…
pubmed
Zhou Q, Yang G, He L
2014 Apr 11
置信度 0.82
-
Biometrics plays an important role in authentication applications since they are strongly linked to holders. With an increasing growth of e-commerce and e-government, one can expect that biometric-based authentication systems are possibly deployed over the ope…
pubmed
Li M, Feng Q, Zhao J, Yang M 等
2014
置信度 0.82
-
Cloud computing is emerging as the next-generation IT architecture. However, cloud computing also raises security and privacy concerns since the users have no physical control over the outsourced data. This paper focuses on fairly retrieving encrypted private …
pubmed
Wang H, Wu Q, Qin B, Domingo-Ferrer J
2014 Aug
置信度 0.82
-
Signal processing in the encrypted domain is a new technology with the goal of protecting valuable signals from insecure signal processing. In this paper, we propose a method for implementing discrete wavelet transform (DWT) and multiresolution analysis (MRA) …
pubmed
Zheng P, Huang J
2013 Jun
置信度 0.82
-
Privacy has received considerable attention but is still largely ignored in the multimedia community. Consider a cloud computing scenario where the server is resource-abundant, and is capable of finishing the designated tasks. It is envisioned that secure medi…
pubmed
Hsu CY, Lu CS, Pei SC
2012 Nov
置信度 0.82
-
Homomorphic property of public-key cryptosystems is applied for several cryptographic protocols, such as electronic cash, voting system, bidding protocols, etc. Several fingerprinting protocols also exploit the property to achieve an asymmetric system. However…
pubmed
Kuribayashi M, Tanaka H
2005 Dec
置信度 0.82
-
In fuzzy private set intersection (fuzzy PSI), there are two parties, a sender holding a set of $d$-dimensional points $Q = \{\vecq_1, \ldots, \vecq_m\}$ and a receiver holding a set $W = \{\vecw_1, \ldots, \vecw_n\}$ of the same structure. It enables the rece…
datacite
Hao, Meng, Yang, Xinpeng, Chen, Hanxiao, Zhang, Tianwei 等
2026
置信度 0.66
-
In fuzzy private set intersection (fuzzy PSI), there are two parties, a sender holding a set of $d$-dimensional points $Q = \{\vecq_1, \ldots, \vecq_m\}$ and a receiver holding a set $W = \{\vecw_1, \ldots, \vecw_n\}$ of the same structure. It enables the rece…
datacite
Hao, Meng, Yang, Xinpeng, Chen, Hanxiao, Zhang, Tianwei 等
2026
置信度 0.66
-
In fuzzy private set intersection (fuzzy PSI), there are two parties, a sender holding a set of $d$-dimensional points $Q = \{\vecq_1, \ldots, \vecq_m\}$ and a receiver holding a set $W = \{\vecw_1, \ldots, \vecw_n\}$ of the same structure. It enables the rece…
datacite
Hao, Meng, Yang, Xinpeng, Chen, Hanxiao, Zhang, Tianwei 等
2026
置信度 0.66
-
Abstract The rapid evolution of cyber threats, the widespread adoption of encrypted communications, and the increasing complexity of enterprise, cloud, edge, and Internet of Things (IoT) environments have exposed the limitations of conventional intrusion detec…
datacite
D. A. Onuma, D. Matthias, O. E. Taylor, N. D. Nwiabu
2026
置信度 0.66
Hybrid Artificial Intelligence, Abnormal Network Traffic Identification, Intelligent Threat Detection, Intrusion Detection System, LSTM, Transformer, Random Forest, Explainable Artificial Intelligence, CKKS Homomorphic Encryption, Zero-Day Attack Detection
-
In today's digital environment, the swift advancement of interconnected technologies has raised significant worries about data safety, privacy, and reliability. The Internet of Things (IoT), networking systems, and cloud services produce and transfer large qua…
datacite
Muhammad Ahmad, Hua Zhou, Tanzeela Bibi, Haider Ali
2026
置信度 0.66
-
In today's digital environment, the swift advancement of interconnected technologies has raised significant worries about data safety, privacy, and reliability. The Internet of Things (IoT), networking systems, and cloud services produce and transfer large qua…
datacite
Muhammad Ahmad, Hua Zhou, Tanzeela Bibi, Haider Ali
2026
置信度 0.66
-
Deep learning's reliance on large datasets creates fundamental tension with privacy requirements: models trained onsensitive data can memorise and leak individual training examples through model outputs, gradients, or learnedparameters. This study presents a c…
datacite
Ivan Novak, Nina Nowak, Ivan Schmidt
2023
置信度 0.66
differential privacy; DP-SGD; membership inference; federated learning; homomorphic encryption; PATE framework; synthetic data; privacy-utility trade-off
-
Deep learning's reliance on large datasets creates fundamental tension with privacy requirements: models trained onsensitive data can memorise and leak individual training examples through model outputs, gradients, or learnedparameters. This study presents a c…
datacite
Ivan Novak, Nina Nowak, Ivan Schmidt
2023
置信度 0.66
differential privacy; DP-SGD; membership inference; federated learning; homomorphic encryption; PATE framework; synthetic data; privacy-utility trade-off
-
ABSTRACT Privacy-Preserving Machine Learning (PPML) using Homomorphic Encryption (HE) provides strong data confidentiality but suffers from high computational and energy overhead. Hybrid Homomorphic Encryption (HHE) reduces this cost, yet existing evaluations …
datacite
Umar, S., Zayyanu, U., Ibrahim, A., Bakura, S. A. 等
2025
置信度 0.66
-
ABSTRACT Privacy-Preserving Machine Learning (PPML) using Homomorphic Encryption (HE) provides strong data confidentiality but suffers from high computational and energy overhead. Hybrid Homomorphic Encryption (HHE) reduces this cost, yet existing evaluations …
datacite
Umar, S., Zayyanu, U., Ibrahim, A., Bakura, S. A. 等
2025
置信度 0.66
-
The increasing deployment of intelligent systems in banking, healthcare and critical infrastructure emphasizes the need for authentication procedures that are accurate, spoofing-robust, and privacy-preserving. In this paper, we propose a Trustworthy Foundation…
datacite
SHANMUGAMANI, ARUNARANI
2026
置信度 0.66
Multimodal biometrics
-
The increasing deployment of intelligent systems in banking, healthcare and critical infrastructure emphasizes the need for authentication procedures that are accurate, spoofing-robust, and privacy-preserving. In this paper, we propose a Trustworthy Foundation…
datacite
SHANMUGAMANI, ARUNARANI
2026
置信度 0.66
Multimodal biometrics
-
Blind quantum computation (BQC) allows a limited-capability client to perform complex quantum computation on a remote server without revealing input, output, or computation. This primitive solves a problem in cryptography called 'Secure Delegated Computation'.…
datacite
Joshi, Mohit, Mishra, Manoj Kumar, S., Karthikeyan
2026
置信度 0.66
-
Blind quantum computation (BQC) allows a limited-capability client to perform complex quantum computation on a remote server without revealing input, output, or computation. This primitive solves a problem in cryptography called 'Secure Delegated Computation'.…
datacite
Joshi, Mohit, Mishra, Manoj Kumar, S., Karthikeyan
2026
置信度 0.66
-
Abstract: This working paper introduces the Zero-Knowledge Web Server (ZKWS), a transformative infrastructure-layer protocol designed to eliminate the "Oracle Fallacy" inherent in modern web architectures. While current security standards like TLS/SSL protect …
datacite
Siddiqui, Jameel Ahmed
2026
置信度 0.66
Zero-Knowledge Web ServerZKWSData SovereigntyModel CollapseSDCI
-
Abstract: This working paper introduces the Zero-Knowledge Web Server (ZKWS), a transformative infrastructure-layer protocol designed to eliminate the "Oracle Fallacy" inherent in modern web architectures. While current security standards like TLS/SSL protect …
datacite
Siddiqui, Jameel Ahmed
2026
置信度 0.66
Zero-Knowledge Web ServerZKWSData SovereigntyModel CollapseSDCI
-
Version 2.0.0 is the final archived release of the IoMT Encryption Simulation used for the doctoral dissertation: Examining Simulated Homomorphic Encryption on Data Transmissions of Always-Operating Internet of Medical Things This release contains the final Py…
datacite
Anderson, Devin
2026
置信度 0.66
IoMTInternet of Medical ThingsEncryptionRSA-SHESimulated Homomorphic Encryption
-
Version 2.0.0 is the final archived release of the IoMT Encryption Simulation used for the doctoral dissertation: Examining Simulated Homomorphic Encryption on Data Transmissions of Always-Operating Internet of Medical Things This release contains the final Py…
datacite
Anderson, Devin
2026
置信度 0.66
IoMTInternet of Medical ThingsEncryptionRSA-SHESimulated Homomorphic Encryption
-
تحلیل بنیادین و بازنویسی تانسوریِ نظریه کدگذاری (Coding Theory) در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحلهای ۱. مقدمه: پارادوکسِ فاجعه محاسباتی رمزگشایی در کانالهای فوقمتراکم در نظریه کدگذاری کلاسیک (برگرفته از مبانی شانون و نظریه …
datacite
HAMZAH, SEYED RASOUL
2026
置信度 0.66
-
تحلیل بنیادین و بازنویسی تانسوریِ نظریه کدگذاری (Coding Theory) در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحلهای ۱. مقدمه: پارادوکسِ فاجعه محاسباتی رمزگشایی در کانالهای فوقمتراکم در نظریه کدگذاری کلاسیک (برگرفته از مبانی شانون و نظریه …
datacite
HAMZAH, SEYED RASOUL
2026
置信度 0.66
-
تحلیل بنیادین و بازنویسی تانسوریِ نظریه کدگذاری (Coding Theory) در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحلهای ۱. مقدمه: پارادوکسِ فاجعه محاسباتی رمزگشایی در کانالهای فوقمتراکم در نظریه کدگذاری کلاسیک (برگرفته از مبانی شانون و نظریه …
datacite
HAMZAH, SEYED RASOUL
2026
置信度 0.66
-
تحلیل بنیادین و بازنویسی تانسوریِ «ارکان چهارگانهٔ محاسبات فرین: پیچیدگی کوانتومی، رمزنگاری شبکه، نظریه کدگذاری و ترکیبیات فرین» در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحلهای ۱. مقدمه: بنبست آکادمیک در مرزهای محاسباتی و رمزنگاری پسا-…
datacite
HAMZAH, SEYED RASOUL
2026
置信度 0.66
-
تحلیل بنیادین و بازنویسی تانسوریِ «ارکان چهارگانهٔ محاسبات فرین: پیچیدگی کوانتومی، رمزنگاری شبکه، نظریه کدگذاری و ترکیبیات فرین» در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحلهای ۱. مقدمه: بنبست آکادمیک در مرزهای محاسباتی و رمزنگاری پسا-…
datacite
HAMZAH, SEYED RASOUL
2026
置信度 0.66
-
LUNA+ is the successor to LUNA, providing a more efficient and succinct post-quantum ZK-SNARG construction based on computational privacy. This repository contains the C++ implementation of the Half-GSW vector encryption scheme used in the paper LUNA+: More Su…
datacite
Kume, Yuki, Steinfeld, Ron, Sakzad, Amin, Yassi, Mert
2026
置信度 0.66
-
LUNA+ is the successor to LUNA, providing a more efficient and succinct post-quantum ZK-SNARG construction based on computational privacy. This repository contains the C++ implementation of the Half-GSW vector encryption scheme used in the paper LUNA+: More Su…
datacite
Kume, Yuki, Steinfeld, Ron, Sakzad, Amin, Yassi, Mert
2026
置信度 0.66
-
The development of smart cities relies heavily on data-driven decision-making to improve urban services, enhance sustainability, and ensure efficient governance. With the rapid growth of IoT devices, sensors, and digital platforms, cities generate massive volu…
datacite
Shailesh Pandharinath Dhome, Prasad Nilkanth Nimbgoankar, Burhanoddin Akram Hakim
2026
置信度 0.66
Federated Data Analytics, Smart Cities, Urban Intelligence, Distributed Machine Learning, Privacy-Preserving Data Processing