隐私计算与数据要素 · 全部实体（第 9 / 100 页）

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• Lightweight Crypto-Assisted Distributed Differential Privacy for Privacy-Preserving Distributed Learning
  crossref Lingjuan Lyu 2020-09-29T20:40:33Z 置信度 0.64
• Differential Privacy Techniques in Healthcare Machine Learning
  The integration of machine learning (ML) in healthcare promises unprecedented advancements in diagnostic accuracy, personalized treatment, and operational efficiency. However, the sensitive nature of medical data necessitates robust privacy-preserving mechanis…
  crossref Emily Wilson, Ficek Josep 2026-04-14T08:15:42Z 置信度 0.82 computer and information sciencesmachine learningcs.lgcomputer sciencecryptography and security
• The ε Dilemma Balancing Privacy and Utility in Differential Privacy
  crossref 2026-02-27T08:16:23Z 置信度 0.66
• The Algorithmic Foundations of Differential Privacy
  crossref Cynthia Dwork, Aaron Roth 2020-02-26T02:43:35Z 置信度 0.64
• 𝜖-Differential Privacy
  crossref 2020-09-14T10:42:37Z 置信度 0.64
• Dynamic-Differential Privacy based on Feature Selection with Improved Usability and Security
  crossref Sun-Jin Lee, Hye-Yeon Shim, Jung-Hwa Rye, Il-Gu Lee 2025-02-25T06:22:45Z 置信度 0.66
• Real-time privacy-preserving threat detection in IoT environments using federated learning and differential privacy
  crossref 2025-09-15T17:39:13Z 置信度 0.66
• On sampling, anonymization, and differential privacy or, <i>k</i> -anonymization meets differential privacy
  crossref Ninghui Li, Wahbeh Qardaji, Dong Su 2012-12-17T10:12:21Z 置信度 0.63
• Privacy-Enhanced and Multifunctional Health Data Aggregation under Differential Privacy Guarantees
  With the rapid growth of the health data scale, the limited storage and computation resources of wireless body area sensor networks (WBANs) is becoming a barrier to their development. Therefore, outsourcing the encrypted health data to the cloud has been an ap…
  crossref Hao Ren, Hongwei Li, Xiaohui Liang, Shibo He 等 2021-07-28T07:33:50Z 置信度 0.79 computer and information sciencescomputer sciencecryptography and securitydistributed computingcs.ni
• Chapter 5 Privacy Risks in Machine Learning
  crossref Jiayuan Ye, Reza Shokri 2025-07-23T08:26:52Z 置信度 0.66
• Differential Privacy in Practice: Expose your Epsilons!
  Differential privacy is at a turning point. Implementations have been successfully leveraged in private industry, the public sector, and academia in a wide variety of applications, allowing scientists, engineers, and researchers the ability to learn about popu…
  crossref Cynthia Dwork, Nitin Kohli, Deirdre Mulligan 2019-10-23T20:27:45Z 置信度 0.79 computer sciencecomputer and information sciencescryptography and securitypsychologybusiness
• Differential Privacy on Finite Computers
  We consider the problem of designing and analyzing differentially private algorithms that can be implemented on discrete models of computation in strict polynomial time, motivated by known attacks on floating point implementations of real-arithmetic differenti…
  crossref Victor Balcer, Salil Vadhan 2019-10-23T16:27:45Z 置信度 0.79 computer sciencecomputer and information sciencesquantumalgorithmartificial intelligence
• The Complexities of Differential Privacy for Survey Data
  crossref Jörg Drechsler, James Bailie 2024-09-09T23:31:53Z 置信度 0.66
• ε-Differential Privacy, and a Two Step
  Sharing data in the 21st century is fraught with error. Most commonly, data is freely accessible, surreptitiously stolen, and easily capitalized in the pursuit of monetary maximization. But when data does find itself shrouded behind the veil of “personally ide…
  crossref Nathan Reitinger, Amol Deshpande 2022-12-24T07:14:54Z 置信度 0.79 astrobiologyai governanceastro-ph.epasteroidmars exploration program
• Differential Privacy for Databases
  crossref Joseph P. Near, Xi He 2021-07-29T23:15:21Z 置信度 0.64
• A Community‐Driven Differential Privacy Deployment Registry
  crossref Gary Howarth 2025-09-10T12:50:11Z 置信度 0.66
• Special Issue on the Theory and Practice of Differential Privacy 2016
  crossref Marco Gaboardi 2019-04-01T02:10:17Z 置信度 0.64
• Privacy-Enhancing Machine Learning with Differential Privacy
  Privacy concerns in machine learning have become increasingly critical as AI systems process sensitive personal, financial, healthcare, and behavioral data. Traditional machine learning approaches often require centralizing large datasets, raising risks of dat…
  crossref STEPHEN ETENG 2026-03-20T08:04:34Z 置信度 0.82 computer sciencemachine learningcomputer and information sciencescryptography and securitycs.lg
• Differential Performance and Contextual Integrity in Speech Privacy
  crossref Poppy Welch, Natalia Tomashenko, Sneha Das, Jennifer Williams 2026-04-16T19:55:33Z 置信度 0.66
• Enhancing Privacy in Recommender Systems through Differential Privacy Techniques
  crossref Angela Di Fazio 2024-10-08T15:39:28Z 置信度 0.66
• Privacy Bargaining with Fairness: Privacy-Price Negotiation System for Applying Differential Privacy in Data Market Environments
  crossref Kangsoo Jung, Seog Park 2020-02-25T06:05:34Z 置信度 0.64
• A Quaternion Rotation-Enhanced Differential Privacy Framework for Image Privacy Protection.
  europepmc 2026 置信度 0.76
• Enhancing face recognition privacy through the integration of differential privacy and convolutional neural network.
  europepmc 2026 置信度 0.76
• Information-Theoretic Limits and One-Bit Estimation of Sparse Relation Matrices Under Personalized Local Differential Privacy and Byzantine Contamination
  europepmc 2026 置信度 0.76
• Efficient Data Aggregation in Smart Grids: A Personalized Local Differential Privacy Scheme.
  europepmc 2026 置信度 0.76
• Verifiable Differential Privacy Partial Disclosure for IoT with Stateless k-Use Tokens.
  europepmc 2026 置信度 0.76
• Introduction
  crossref 2025-03-25T16:46:09Z 置信度 0.59
• Differential Privacy
  crossref 2023-10-26T00:05:54Z 置信度 0.64
• Privacy Preservation in Distributed Healthcare Systems: A Review of Differential Privacy, Homomorphic Encryption, and Hybrid Approaches
  crossref K Mahesh Babu, M V S S Nagendranath 2025-10-20T17:48:22Z 置信度 0.66
• Homomorphic Encryption, Its Schemes and Libraries: A Mini Review
  Homomorphic encryption is an innovative cryptographic technique that allows operation on ciphertexts without decrypting them. Such encryption allows data to be handled directly in its encrypted state while maintaining confidentiality, and it finds particular u…
  crossref Olabode Idowu-Bismark, Nicol Ituh, Kennedy Okokpujie, Oluwadamilola Oshin 等 2026-01-24T12:45:18Z 置信度 0.82 cryptography and securitycomputer and information sciencesblockchaincomputer securitycs.cr
• Review of How to Construct a Fully Homomorphic Encryption Scheme
  crossref Zhi-gang Chen, Jian Wang, Liqun Chen, Xin-xia Song 2015-08-26T01:42:41Z 置信度 0.63
• Limitations on information-theoretically-secure quantum homomorphic encryption
  crossref Li Yu, Carlos A. Pérez-Delgado, Joseph F. Fitzsimons 2014-11-10T17:08:56Z 置信度 0.63
• A critical analysis on homomorphic searchable encryption architectures and security models over multi-medium data
  crossref Aiman Sultan, Tayyaba Anwer, Shahzaib Tahir, Hasan Tahir 等 2026-08-26T09:06:17Z 置信度 0.66
• Review on Cloud Data Security Using VGG19-Deep Learning and Homomorphic Encryption
  Data is the new currency as lot of the user’s presence online is an upward trend. As a consequence the data storage on the various cloud platforms has been a new normal. Data security in cloud has turn formidable due to unique security issues and challenges. C…
  crossref Chandrasekhar Tadi., Basanta Th., Swaminathan J.N. 2025-11-19T05:24:20Z 置信度 0.82 computer sciencecomputer securitycloud computingcryptography and securityblockchain
• High-Throughput Key Switching Accelerator for Homomorphic Encryption
  crossref Zeyu Wang, Makoto Ikeda 2023-12-06T18:24:27Z 置信度 0.64
• Resilient Homomorphic Encryption Scheme for Cyber-Physical Systems
  crossref Moritz Fauser, Ping Zhang 2022-02-01T15:50:18Z 置信度 0.64
• A systematic review of homomorphic encryption techniques to preserve confidentiality in cloud environment
  crossref Krishnakumar Durai, Ramkumar Ketti Ramachandran, Sonam Mittal 2024-10-11T17:00:49Z 置信度 0.66
• HEDPF: A Hybrid Privacy-Preserving Framework Integrating Homomorphic Encryption and Differential Privacy for Big Data Information Systems
  Privacy protection has become a critical challenge in big data information systems due to the exponentially increasing volume, diversity, and sensitivity of digital data. Traditional privacy-preserving methods often suffer from limited security guarantees, sig…
  crossref Hua Xu 2026-06-26T05:53:50Z 置信度 0.82 computer and information sciencescomputer sciencecryptography and securitymachine learningelectrical engineering, electronic engineering, information engineering
• Security Sharing Strategy for Financial Data Based on Homomorphic Encryption
  crossref Nannan Sun 2026-05-06T22:33:20Z 置信度 0.66
• Verifiable Privacy-Preserving Neural Network Inference via Multi-Key Homomorphic Encryption
  crossref Guanghui He, Zihan Yuan 2026-02-25T20:58:08Z 置信度 0.66
• A framework for secure cloud operations via homomorphic encryption and Euclidean biometric matching
  In the evolving landscape of secure cloud automation, this paper introduces a novel AI-driven framework that integrates homomorphic encryption (HE), facial biometric authentication, and encrypted voice-command processing to achieve intelligent, privacypreservi…
  crossref Ritik Mittal, Pradeep Kumar, Kuntal Gaur 2026-02-19T07:32:05Z 置信度 0.82 computer and information sciencescryptography and securitycloud computingcomputer scienceblockchain
• An Intrusion Detection and Defence Mechanism for Securing Autonomous Vehicle CAN Bus Using AI-Based Homomorphic Encryption
  crossref K. P. Senthilkumar, E. Anbalagan 2026-05-27T08:48:21Z 置信度 0.66
• Privacy-Preserving Predictive Analytics in Healthcare: A Federated 1D-CNN Framework Utilizing Secure Multi-Party Computation and Homomorphic Encryption
  crossref Archit Kushwaha, Gautam Kumar, Vinit Kumar Gunjan 2026-08-07T19:35:54Z 置信度 0.66
• Homomorphic Encryption for Securing Russian Data Transfer
  Homomorphic Encryption (HE), which allows encrypted data to be handled, is becoming an important tool for Russia. It helps to comply with strict data localization laws Federal Law No. 242-FZ,which regulates the transfer and storage of information abroad. As gl…
  crossref G. Gabdullina, E.L. Krasnova, A. Akhmetgareeva, V.K. Ayupova 等 2026-02-11T10:48:58Z 置信度 0.82 businesscomputer and information sciencescomputer sciencecloud computingcomputer security
• Privacy-Preserving Federated Learning for Retinal Disease Diagnosis Using Paillier Homomorphic Encryption With Multiple Encryption Keys
  crossref Avirneni Veda Sri, Mahesh Kumar Morampudi, Mallikarjun Reddy Dorsala, Sriramulu Bojjagani 等 2026-02-13T20:50:52Z 置信度 0.66
• Privacy-Aware Anomaly Detection in Encrypted Network Traffic via Adaptive Homomorphic Encryption
  crossref Yu-Ran Jeon, Seung-Ha Jee, Su-Kyoung Kim, Il-Gu Lee 2026-03-13T08:15:11Z 置信度 0.66
• CHIP: Efficient Homomorphic Encryption-Based CNN Batch Inference Using Channel-Interleaved Packing with Small Rotation Key Set
  crossref Huan-Chih Wang, Ja-Ling Wu 2026-08-27T19:12:01Z 置信度 0.66
• Towards lightweight Crystals-Kyber-based homomorphic encryption for PostQuantum secure internet of things
  crossref Ganesh Kumar Mahato, Swarnendu Kumar Chakraborty, Anwesha Banik, Sumitra Nayak 2026-04-07T13:00:35Z 置信度 0.66
• Privacy-preserving dyslexia detection using homomorphic encryption for QEEG data with explainable AI insights
  crossref Mhd Raja Abou Harb, Baris Celiktas, Gunet Eroglu 2026-08-13T12:05:17Z 置信度 0.66
• Privacy-Preserving Data Sharing Models Using Homomorphic Encryption and Differential Privacy
  crossref A. Vijendar, Alok Jain, Srilekha Janagam, P. Deepthi 等 2026-05-20T19:50:35Z 置信度 0.66
• Secure Medical Image Transmission using Deep Learning and Chaotic Map-Enhanced Homomorphic Encryption for Privacy Preservation
  crossref B. Suvitha, K. Santhiya, S. Mary Selvi, S.V. Jeyasri 2026-06-03T19:38:27Z 置信度 0.66
• FlashTFHE: A Scalable Architecture for Efficient Multi-Bit Fully Homomorphic Encryption
  crossref Jiaao Ma, Ceyu Xu, Ning Liang, Lisa Wu Wills 2026-08-04T19:18:00Z 置信度 0.66
• Usage of polynomial representation of numbers for approximate homomorphic encryption
  \emph {Introduction} In the modern world of computers and networks the idea of expanding of personal computer resources with the help of cloud storages and computation looks more and more lucrative. However, usage of these resources may endanger data being pro…
  crossref Andrey E. Krouk 2026-05-05T12:37:24Z 置信度 0.82 computer sciencecomputer and information sciencescryptography and securityquantum computercloud computing
• A Robust Horizontal Federated Learning Framework Based on Trimmed K-Means and Homomorphic Encryption
  crossref Junyang Bai, Bo Meng, Dejun Wang, Chenrong Xiang 等 2026-05-09T10:50:37Z 置信度 0.66
• Fhepdm: Fully Homomorphic Encryption Secured Collaborative Anomaly Detection in Wind Turbines Predictive Maintenance
  crossref Jinxiang Dai, Shancang Li 2026-07-27T19:08:51Z 置信度 0.66
• Application of Homomorphic Encryption Technology and Design of Transaction Privacy Protection Scheme in the Circulation of Central Bank Digital Currency (CBDC)
  crossref Bing Du, Mingxia Tong 2026-06-23T19:43:02Z 置信度 0.66
• QRELHE-X: Extended Quantum-Resistant Edge Learning with Homomorphic Encryption for Next-Generation Distributed Intelligence Systems
  Recent proliferation of edge intelligence systems, including Internet of Things (IoT) sensor networks, self-driving vehicles, wearable medical devices and industrial control platforms—requires privacy-preserving computation subject to availability constraints …
  crossref RSS Raju Battula, Dr. Udai Shankar 2026-05-16T06:16:54Z 置信度 0.82 computer and information sciencescomputer scienceartificial intelligencecryptography and securitycs.ai
• POPPY: Scalable and Secure Spectral Centrality for Distributed Graphs via Homomorphic Encryption
  In this paper, we introduce POPPY, a novel suite of privacy-preserving algorithms designed for computing spectral centrality measures over graphs distributed across mutually distrustful data centers. POPPY is the first approach that achieves together generalit…
  crossref Claire Guichemerre, Tristan Allard, Sofiane Azogagh, Marc-Olivier Killijian 等 2026-07-14T21:23:59Z 置信度 0.82 computer and information sciencescryptography and securitycomputer sciencecs.aielectrical engineering, electronic engineering, information engineering
• HEArgmax: Secure homomorphic encryption-based protocols for Argmax function
  crossref Duy Tung Khanh Nguyen, Dung Hoang Duong, Willy Susilo, Yang-Wai Chow 等 2025-09-13T13:03:31Z 置信度 0.66
• Homomorphic encryption for secure and scalable predictive healthcare analytics: a review and case study
  crossref Prokash Gogoi, J. Arul Valan 2026-01-21T04:28:36Z 置信度 0.66
• Secure and efficient federated learning using attribute-based homomorphic encryption
  crossref Isaac Amankona Obiri, Emmanuel Antwi-Boasiako, Eric Kuada, Abigail Akosua Addobea 2026-07-03T00:33:48Z 置信度 0.66
• Deniable Fully Homomorphic Encryption
  crossref Wei-Chi Lo, Po-Wen Chi 2026-08-13T22:03:13Z 置信度 0.66
• Blockchain-enabled Privacy-preserving Federated Learning with Homomorphic Encryption for Multi-institutional Diabetic Retinopathy Detection
  crossref Minnu C Tomy, C Malathy 2026-06-24T14:36:41Z 置信度 0.66
• Privacy-preserving machine learning techniques based on homomorphic encryption for credit risk analysis
  crossref V. V. L. Divakar Allavarpu, Vankamamidi S. Naresh, A. Krishna Mohan 2026-01-28T01:45:02Z 置信度 0.66
• Privacy-Preserving and Secure AI-based Stress Monitoring Federated Learning on Wearable Edge Devices Using Homomorphic Encryption
  The paper presents a new framework, HE-FedStress, with which it is feasible to monitor stress and preserve privacy in an AI-based approach to stress detection through federated learning and homomorphic encryption on wearable edge devices. The proposed system h…
  crossref Abdullah Ghanim Jaber* 2026-03-14T05:29:34Z 置信度 0.82 computer and information sciencescomputer sciencecryptography and securityelectrical engineering, electronic engineering, information engineeringmachine learning
• HEDP-WBAN: Homomorphic Encryption and Differential Privacy for Secure Edge-Based WBANs
  crossref Boopathi S, Jothikumar R, Sudhakar T, Vinayakumar Ravi 等 2026-03-30T08:47:33Z 置信度 0.66
• Homomorphic Encryption Schemes for Secure Outsourcing of Educational Data Analytics in the Cloud
  With the growing use of cloud-based educational solutions, it is now possible to collect and analyse large volumes of data for personalized learning, performance assessment, and institutional decision-making. But, when sensitive educational information is outs…
  crossref Shakhnoza Uzokova, Obod Ergasheva, Kibriyo Marayimova, Sadoqat Jurayeva 等 2026-06-29T06:31:18Z 置信度 0.82 computer and information sciencescryptography and securitycomputer sciencecloud computingelectrical engineering, electronic engineering, information engineering
• A Privacy-Preserving Federated Averaging Framework with Homomorphic Encryption and Hybrid Convolutional Transformer for Secure Distributed Utility Data Analytics
  crossref Pullaiah Chowdary Vutla, Miss. Triveni Yenugu 2026-06-12T19:40:49Z 置信度 0.66
• SVE-Based Acceleration of Homomorphic Encryption Arithmetic on ARM Neoverse Processors
  crossref Massimiliano Donati, Guido Falai, Samuele Bartorelli, Daniele Rossi 等 2026-08-04T19:13:07Z 置信度 0.66
• Privacy-Preserving Federated Vision Transformer Learning Leveraging Lightweight Homomorphic Encryption in Medical AI
  crossref Al Amin, Kamrul Hasan, Liang Hong, Sharif Ullah 2026-03-09T19:55:54Z 置信度 0.66
• Homomorphic Encryption Based Video Copy Detection in Multi View Videos Stored in a Cloud
  The rapid proliferation of multimedia content and the increasing adoption of cloud storage have led to growing concerns over unauthorized duplication and distribution of video content. This issue becomes particularly complex with multi-view videos, which offer…
  crossref Sk Anjaneyulu Babu, B Sai Krishna Jyothi 2026-07-18T09:58:43Z 置信度 0.82 computer sciencecomputer and information sciencescryptography and securitycloud computingcs.cv
• Viper: An ILP-Based Vectorization Framework for Fully Homomorphic Encryption
  crossref Weidong Yang, Xinmo Li, Xiangmin Guo, Jianfei Jiang 等 2026-03-10T19:51:15Z 置信度 0.66
• Blockchain and Fully Homomorphic Encryption for Secure Data Management in Smart Grids
  The storage security and privacy protection of power plant ancillary service data face severe challenges, hindering power plant operation optimization and the efficient operation of the electricity market. This research aims to construct a secure and reliable …
  crossref Chu-Hui Li, Zhong-Ming Dong, Tian-Xiong Huang, Yi Dong 2026-05-01T00:32:57Z 置信度 0.82 computer sciencecomputer and information sciencesrenewable energyenergy storagecryptography and security
• ESFLM: Efficient and Secure Federated Learning Model with Homomorphic Encryption
  crossref Yang Li, Chunhe Xia, Chang Li, Xiaojian Li 等 2025-11-22T16:14:55Z 置信度 0.66
• Performance Evaluation of Homomorphic Encryption Protocols for Cloud Data Processing
  The rapid growth of cloud computing has driven the extensive adoption of cloud-based data storage and processing services across various sectors. Despite its advantages in scalability and efficiency, this paradigm raises significant concerns regarding data sec…
  crossref Lucy Amanda, Arlen Prima Dinova, Amir Faiq Al Hannan, Safira Azahra 等 2026-01-30T08:05:06Z 置信度 0.82 computer and information sciencescryptography and securitycloud computingblockchaincomputer science
• A Practical Case Study on Homomorphic Encryption for Secure and Sustainable Product Development in Sheet Metal Design
  crossref Simon Jess, Lukas Ihrig, Artur Krause, Claudius Messerschmidt 等 2026-06-09T11:56:48Z 置信度 0.66
• Secure Homomorphic Encryption Approach for Privacy-Preserving Data Processing in Cloud Environments
  crossref V. Annapurna, Y. Kiran Kumar, Shanthi V, S. Satya Kumar 等 2026-05-26T19:39:19Z 置信度 0.66
• PRIVACY-PRESERVING ANALYTICS FOR SERVERLESS DATABASE SYSTEMS USING HOMOMORPHIC ENCRYPTION AND FEDERATED DATA PROCESSING
  The swift integration of cloud computing facilitates scalable data analytics across various application sectors, such as healthcare, finance, and industrial Internet of Things systems. Centralised cloud data processing presents notable privacy issues, given th…
  crossref Ravinder Kaur 2026-07-09T07:29:41Z 置信度 0.82 computer and information sciencescloud computingcomputer sciencecryptography and securityedge computing
• Federated learning with homomorphic encryption for secure real time ECG anomaly detection: A multi institutional privacy preserving framework
  crossref Beyazit Bestami Yuksel, Ayse Yilmazer Metin 2026-01-11T16:10:09Z 置信度 0.66
• Fully Homomorphic Encryption for Matrix Arithmetic
  crossref Craig Gentry, Yongwoo Lee 2026-08-10T13:51:32Z 置信度 0.66
• AsFHEP-Anti-MT Bootstrapping: A Selective Ciphertext Refresh Using Anti-Merkle Tree Bootstrapping for an Asymmetric Fully Homomorphic Encryption Protocol
  Fully Homomorphic Encryption (FHE) enables computations over encrypted data but remains constrained by ciphertext noise growth. Bootstrapping restores the noise budget and supports deeper computations; however, conventional approaches generally refresh the ent…
  crossref Soumia Benkou, Ahmed Asimi, Younes Asimi 2026-08-07T07:57:24Z 置信度 0.82 computer and information sciencescryptography and securityelectrical engineering, electronic engineering, information engineeringroboticsphysical sciences
• Enhancing Data Privacy in Linear Regression Through Homomorphic Encryption
  Big data analysis is required to predict future trends using machine learning. A lot of processing and computation is required to make this analysis. Conventional encryption methods may help to achieve privacy during the resting stage of data over the cloud. T…
  crossref Krishnakumar D, Sonam Mittal, K.R. Ramkumar 2026-08-14T19:45:16Z 置信度 0.82 cryptography and securitycomputer and information sciencesbig datacloud computingcs.lg
• Security overview and performance assessment of fully homomorphic encryption in machine learning
  crossref Davor Vinko, Kruno Miličević, Ivan Uglik, Adrijan Đurin 等 2026-05-08T13:00:10Z 置信度 0.66
• HomoBlock-QC: A Homomorphic Encryption Assisted Blockchain Framework for Secure Crowdsensing Validation
  These days, more smart devices are built into everyday gadgets. One fresh way to gather information is called mobile crowd-sensing. People can now share what they see using personal devices. Still, most current setups rely on outside platforms run by others. T…
  crossref J. Siddharth, B. Balaji, Manoj Kumar, Jonnadula Narasimharao 2026-04-01T15:48:09Z 置信度 0.82 computer sciencecs.aicomputer and information sciencesartificial intelligencerobotics
• An Explainable Federated Intrusion Detection Framework for SDN Using Distributed Key Generation and Threshold Homomorphic Encryption
  The rapid advancement of software-defined networking (SDN) has enhanced network programmability, centralized control, and traffic management flexibility, while also increasing exposure to sophisticated attacks targeting the control plane. Although federated le…
  crossref S. M. Shamim, Yuta Kodera, Md. Arshad Ali, Yasuyuki Nogami 2026-08-24T11:47:19Z 置信度 0.82 computer and information sciencescomputer sciencemachine learningcryptography and securityelectrical engineering, electronic engineering, information engineering
• Hybrid Privacy-preserving Histopathological Image Classification Using Fully Homomorphic Encryption
  crossref Dominik Moskalewicz, Bogusław Cyganek 2026-06-27T03:32:12Z 置信度 0.66
• Secure Federated Multimodal Learning with Attention-Weighted Transformers and Homomorphic Encryption for Privacy-Preserving Neuroimaging Analysis
  crossref N. Balaji, V. Sathya, P. Sirenjeevi, Velliangiri Sarveshwaran 2026-05-14T12:18:27Z 置信度 0.66
• Application-Aware Approximate Homomorphic Encryption
  Fully Homomorphic Encryption (FHE) is a powerful tool for performing computations on encrypted data. The Cheon-Kim-Kim-Song (CKKS) scheme, an instantiation of approximate FHE, is particularly effective for privacy-preserving machine learning applications over …
  crossref Andreea Alexandru, Ahmad Al Badawi, Daniele Micciancio, Yuriy Polyakov 2026-01-08T23:39:47Z 置信度 0.82 cryptography and securitycomputer and information sciencescomputer sciencecs.crcomputer security
• Erratum to “Verifiable Privacy-Preserving Neural Network Inference via Multi-Key Homomorphic Encryption”
  crossref Guanghui He, Zihan Yuan 2026-07-08T19:43:59Z 置信度 0.66
• Secure and intelligent IoT DDoS detection framework using modified AlexNet and blockchain-based Paillier homomorphic encryption
  crossref Dhanya M Rajan, D John Aravindhar 2026-05-29T15:55:51Z 置信度 0.66
• Optimized Hybrid Homomorphic Signed-Integers Encryption: Addressing Challenges and Enhancing Capabilities
  Homomorphic cryptography produces encrypted data that supports computation, but current exponential techniques face critical limitations: they leak plaintext information for negative values and fail on trivial values (0, ±1). Additional challenges include priv…
  crossref Abdulrahman Tawfeeq Jalal, Mohammed Anwar Mohammed 2026-04-30T01:00:13Z 置信度 0.82 computer and information sciencescryptography and securitycomputer scienceelectrical engineering, electronic engineering, information engineeringengineering
• Privacy-Preserving Distributed Training Architecture for Cyber Forensics using Blockchain and Homomorphic Encryption
  The rapid growth of cybercrime, ransomware attacks, digital fraud, and large-scale cyber threats has significantly increased the need for secure and collaborative cyber forensic investigations. Traditional machine learning approaches often require organization…
  crossref R. Sridevi, P. Sanjay Kumar 2026-07-31T05:46:59Z 置信度 0.82 computer and information sciencescryptography and securitycomputer sciencecomputer securitymachine learning
• Cybersecure PMLSM Control System With Updatable Homomorphic Encryption
  crossref Hiroaki Kawase, Kaoru Teranishi, Ryohei Hisamatsu, Kiminao Kogiso 2026-07-24T19:08:01Z 置信度 0.66
• Privacy-preserving distributed optimization for multi-UAV systems with threshold homomorphic encryption
  crossref Zhongyuan Zhao, Jihua Fang, Fu Zhang, Shuai Chen 等 2026-06-20T06:45:01Z 置信度 0.66
• Privacy-aware plant disease detection: federated learning with homomorphic encryption on image data
  crossref Md Zahin Muntaqim, Hasan Muhammad Kafi, Tangin Amir Smrity 2025-12-06T15:05:45Z 置信度 0.66
• Secure and Efficient Public-Key-Based Deduplication with Homomorphic Key Encryption for Cloud Data Warehouse
  crossref CH. Sushma, C. Madhavi Latha, B. Sruthi Bai, B. Eswar Charan 等 2026-05-08T19:37:15Z 置信度 0.66
• Secure Supervisory Control of Discrete Event Systems using Homomorphic Encryption ^*
  crossref Ana Clara P. Gonçalves, Patrícia N. Pena, Lucas V. R. Alves 2026-02-27T20:47:13Z 置信度 0.66
• Systematic Review on Verifiable Fully Homomorphic Encryption: Integrity, Proofs and Open Problems
  Fully Homomorphic Encryption (FHE) enables arbitrary computations on encrypted data but lacks mechanisms to ensure the integrity of those computations. In particular, verifying that algorithm inputs are correct or that the intended algorithm was indeed execute…
  crossref Julen Bernabé-Rodríguez, Oscar Lage Serrano, Jasone Astorga Burgo, Eduardo Jacob Taquet 2026-02-20T11:34:50Z 置信度 0.82 computer and information sciencescryptography and securityengineeringcomputer scienceengineering ethics
• Efficient IoT data security using lattice-based multi-key homomorphic proxy re-encryption
  crossref Shalini Dhiman, Ganesh Kumar Mahato, Uddalak Chatterjee, Swarnendu Kumar Chakraborty 2026-08-10T12:46:41Z 置信度 0.66
• A spatial crowdsourced single-point collaborative convex hull computation protocol based on quantum homomorphic encryption
  Abstract With the growing demand for location privacy protection and collaborative computing in spatial crowdsourcing (SC) tasks, traditional encryption methods based on computational complexity face threats from quantum computing and efficiency bottlenecks. T…
  crossref Bai Liu, Xinguo Wang, Runhua Shi, Shuheng Qi 2026-08-06T22:53:01Z 置信度 0.82 computer and information sciencescryptography and securitycomputer sciencequantum computerinformation theory