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Miguel Morona-Mínguez, Alberto Pedrouzo-Ulloa, Fernando Pérez-González
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Abstract: Encryption is essential in preventing unauthorized access to sensitive data in light of the growing concerns about data security in cloud computing. Homomorphic encryption promises to enable secure calculations on encrypted data without the need for …
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Prof. Shweta Sabnis, Prof. Pavan Mitragotri
2024-04-04T16:36:06Z
置信度 0.70
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Abstract Unprotected gradient exchange in federated learning (FL) systems may lead to gradient leakage-related attacks. CKKS is a promising approximate homomorphic encryption scheme to protect gradients, owing to its unique capability of performing operations …
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Yao Pan, Zheng Chao, Wang He, Yang Jing 等
2024-07-03T22:01:58Z
置信度 0.70
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When deep learning techniques succeed, the amount of data accessible for training grows rapidly, the main successor is the collecting of user data at scale in huge enterprises. Because users' data is sensitive, and the manner of preserving this information (pi…
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2024-05-21T21:57:06Z
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Abhijit Joshi
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Akriti Sharma, Nagresh kumar
2017-03-20T03:21:12Z
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crossref
Yingxin Li, Weilong Wang, Yingjie Wang, Tong Xiangrong 等
2024-10-15T17:19:18Z
置信度 0.70
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Fully homomorphic encryption (FHE) cryptographic systems enable limitless computations over encrypted data, providing solutions to many of today’s data security problems. While effective FHE platforms can address modern data security concerns in unsecure envir…
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Md Momin Al Aziz, Md Toufique Morshed Tamal, Noman Mohammed
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Pedro Tomás, Samira Kamali Poorazad, Chafika Benzaïd, Luis Rosa 等
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Concept-Cognitive Learning (CCL) is a powerful paradigm for knowledge discovery and data mining, particularly for large-scale, heterogeneous, and high-dimensional datasets. However, its reliance on third-party cloud servers for computationally intensive concep…
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Avinash Navlani, Pallavi P
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This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption FHE. It consequently covers design fundamentals…
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Chiara Marcolla, Victor Sucasas, Marc Manzano, Riccardo Bassoli 等
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2020-10-20T08:10:35Z
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This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption FHE. It consequently covers design fundamentals…
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2026-04-01T21:06:30Z
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Norman Hutte, William Puech
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Jian Liu, Jing-Li Han, Zhao-Li Wang
2016-12-08T16:31:59Z
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2026-01-30T09:45:41Z
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Taechan Kim, Hyesun Kwak, Dongwon Lee, Jinyeong Seo 等
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Shraddha Shelar
2018-12-24T18:50:20Z
置信度 0.70
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2018-02-13T00:19:55Z
置信度 0.70
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Abstract With the increased need for data confidentiality in various applications of our daily life, homomorphic encryption (HE) has emerged as a promising cryptographic topic. HE enables to perform computations directly on encrypted data (ciphertexts) without…
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Thi Van Thao Doan, Mohamed-Lamine Messai, Gérald Gavin, Jérôme Darmon
2022-09-06T14:30:00Z
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This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption FHE. It consequently covers design fundamentals…
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Chiara Marcolla, Victor Sucasas, Marc Manzano, Riccardo Bassoli 等
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Chi-Hieu Nguyen, Bui Duc Manh, Dinh Thai Hoang, Diep N. Nguyen 等
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Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N. Nguyen
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Ammar H. Shnain, P. Sruthi, S. Subburam, Rohit Agarwal 等
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Tochukwu Kennedy Njoku
2026-05-28T16:56:03Z
置信度 0.70
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Fully Homomorphic Encryption (FHE), known for its ability to process encrypted data without decryption, is a promising technique for solving privacy concerns in the machine learning era. However, there are many kinds of available FHE schemes and way more FHE-b…
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Cheng Hong
2024-09-10T19:07:48Z
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Zhenzhen Li, Wen-Ling Yang, Ming-Kui Liu, Zi-Chen Li
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Mpoki Mwaisela, Joel Hari, Peterson Yuhala, Jämes Ménétrey 等
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Swapnil Sharma, Uditaparna Sarmah, Vineet M. Dodamani, K. Vikas Rai 等
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With the increasing use of media in communications, both academia and industry pay attention to the content security of digital images. This research presents a Homomorphic cryptosystem-based asymmetric picture encryption technique (Paillier). The algorithm is…
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2022-10-18T02:43:31Z
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Aaruni Kaushik
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Yassine Abbar, Pascal Aubry, Thierno Barry, Sergiu Carpov 等
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Tejas Prajapati
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This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption FHE. It consequently covers design fundamentals…
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This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption FHE. It consequently covers design fundamentals…
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Elections in recent years have become topical issues and characterized by violence and conflicts leading to loss of lives and properties. The integrity and confidentiality of the declared collated results have been questioned by individuals and organisations w…
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Arnold Mashud Abukari, Iddrisu Zulfawu, Edem Kwedzo Bankas, Issah Gibrilla
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Alexander Viand, Patrick Jattke, Anwar Hithnawi
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2026-04-01T21:06:30Z
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Large language models(LLMs) have democratized visual content creation through prompts, yet expose critical copyright vulnerabilities in emerging prompt marketplaces.Professionally engineered prompts face unauthorized leakage risks during transactions, threaten…
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Ruijie Sun, Peng Li, Xin Zheng, Yumiao Zheng
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Monique Ogburn, Claude Turner, Pushkar Dahal
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2026-04-01T21:06:30Z
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In the context of the increasing integration of Internet of Things technologies and the growing importance of data lakes, the need for robust cybersecurity measures to protect privacy without compromising data utility becomes key. Aiming to address the privacy…
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crossref
2026-04-01T21:06:30Z
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This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption FHE. It consequently covers design fundamentals…
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In the current context in which user authentication is the first line of defense against emerging attacks and can be considered a defining element of any security infrastructure, the need to adopt alternative, non-invasive, contactless, and scalable authentica…
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Georgiana Crihan, Luminița Dumitriu, Marian Viorel Crăciun
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Yiying Zhang, Wenjie Lu, Qianao Yu, Suxiang Zhang 等
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Xun Yi, Russell Paulet, Elisa Bertino
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crossref
M. D. Boomija, S. V. Kasmir Raja
2024-07-15T13:01:56Z
置信度 0.70
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Approximate arithmetic-based homomorphic encryption (HE) scheme CKKS [CKKS17] is arguably the most suitable one for real-world data-privacy applications due to its wider computation range than other HE schemes such as BGV [BGV14], FV and BFV [Bra12, FV12]. How…
crossref
Pengzhou He, Samira Carolina Oliva Madrigal, Çetin Kaya Koç, Tianyou Bao 等
2024-03-13T06:40:41Z
置信度 0.70
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crossref
Riya Kukreti, M. S. Nidhya, Raman Batra
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置信度 0.70
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There is a growing trend to outsource the inference task of large transformer models to cloud servers. However, this poses a severe threat to users' private data as they are exposed to cloud servers after uploading. Although several works attempted to provide …
datacite
Wang, Weize, Kuang, Yi
2024
置信度 0.66
Cryptography and Security (cs.CR)FOS: Computer and information sciencesFOS: Computer and information sciences
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Metaverse, the core of the next-generation Internet, is a computer-generated holographic digital environment that simultaneously combines spatio-temporal, immersive, real-time, sustainable, interoperable, and data-sensitive characteristics. It cleverly blends …
datacite
Chen, Chuan, Li, Yuecheng, Wu, Zhenpeng, Mai, Chengyuan 等
2023
置信度 0.66
Cryptography and Security (cs.CR)Computers and Society (cs.CY)FOS: Computer and information sciences
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In this work, we propose the notion of homomorphic indistinguishability obfuscation (HiO) and present a construction based on subexponentially-secure iO and one-way functions. An HiO scheme allows us to convert an obfuscation of circuit C to an obfuscation of …
datacite
Bhushan, Kaartik, Koppula, Venkata, Prabhakaran, Manoj
2024
置信度 0.66
Program ObfuscationHomomorphismsTheory of computation → Computational complexity and cryptography
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In split inference, a deep neural network (DNN) is partitioned to run the early part of the DNN at the edge and the later part of the DNN in the cloud. This meets two key requirements for on-device machine learning: input privacy and computation efficiency. St…
datacite
Malekzadeh, Mohammad, Kawsar, Fahim
2023
置信度 0.66
Machine Learning (cs.LG)Distributed, Parallel, and Cluster Computing (cs.DC)FOS: Computer and information sciencesFOS: Computer and information sciences
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Advancements in machine learning (ML) have significantly revolutionized medical image analysis, prompting hospitals to rely on external ML services. However, the exchange of sensitive patient data, such as chest X-rays, poses inherent privacy risks when shared…
datacite
Panzade, Prajwal, Takabi, Daniel, Cai, Zhipeng
2024
置信度 0.66
Cryptography and Security (cs.CR)Computer Vision and Pattern Recognition (cs.CV)Machine Learning (cs.LG)FOS: Computer and information sciencesFOS: Computer and information sciences
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Outsourced computing is widely used today. However, current approaches for protecting client data in outsourced computing fall short: use of cryptographic techniques like fully-homomorphic encryption incurs substantial costs, whereas use of hardware-assisted t…
datacite
ElAtali, Hossam, Gunn, Lachlan J., Liljestrand, Hans, Asokan, N.
2022
置信度 0.66
Cryptography and Security (cs.CR)FOS: Computer and information sciencesFOS: Computer and information sciences
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2025-03-10T16:34:01Z
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置信度 0.70
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Manish Chhabra, Rajesh E
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Sonam Mittal, A.K. Suntheya, R. Anbunathan, N. Ashokkumar
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Zeynep Galymzhankyzy, Ildar Rinatov, Aliya Abdiraman, Shynbolat Unaybaev
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Mohammad Mobarak Hossain, Nasim Mahmud Nayan, Mohammod Abdul Kashem
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Surendra Singh, Lambert Igene, Stephanie Schuckers
2024-12-11T17:20:43Z
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Lorenzo Rovida, Alberto Leporati
2024-06-11T00:20:03Z
置信度 0.70
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Mohanad A. Mohammed, Hala B. Abdul Wahab
2023-11-13T08:48:23Z
置信度 0.70
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Priyanka Singh, Jash Rathi, Priyankaben Babulal Patel
2024-05-21T17:59:16Z
置信度 0.70
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Qiqi Xie, Hong Zhang, Miao Wang, Wanqing Wu 等
2025-02-20T20:05:50Z
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Zhenghua Qi, Gang Yang, Xunyi Ren, Qiang Zhou
2024-12-24T19:11:23Z
置信度 0.70
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François Gérard, Veronika Kuchta, Rajeev Anand Sahu, Gaurav Sharma 等
2018-09-14T15:27:47Z
置信度 0.70
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crossref
Çetin Kaya Koç, Funda Özdemir, Zeynep Ödemiş Özger
2021-09-29T19:04:24Z
置信度 0.70
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Abstract Homomorphic encryption () protects data in-use, but can be computationally expensive. To avoid the costly bootstrapping procedure that refreshes ciphertexts, some works have explored client-aided outsourcing protocols, where the client intermittently …
crossref
Adi Akavia, Craig Gentry, Shai Halevi, Margarita Vald
2024-11-26T17:24:30Z
置信度 0.70
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Homomorphic encryption is a form of encryption that allows computations to be performed on encrypted data without first having to decrypt it. This paper presents a detailed discussion of HE, a critical component in the protection of data in today's technology-…
crossref
Muhammad Asif Ibrahim, Syed Khuram Hassan, Maham Akhtar
2024-10-11T04:51:49Z
置信度 0.70
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crossref
Shiyang Song, Jinhai Tang, Haozhe Wang, Dongxu Yuan 等
2024-09-03T17:19:08Z
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crossref
Çetin Kaya Koç, Funda Özdemir, Zeynep Ödemiş Özger
2021-09-29T19:04:24Z
置信度 0.70
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crossref
Busranur Bulbul, Serif Bahtiyar, Deniz Turgay Altilar
2020-10-12T20:36:33Z
置信度 0.70