المؤلفون: A. Anil Sinaci, Mert Gencturk, Celia Alvarez-Romero, Gokce Banu Laleci Erturkmen, Alicia Martinez-Garcia, María José Escalona-Cuaresma, Carlos Luis Parra-Calderon

المصدر: Computational and Structural Biotechnology Journal, Vol 24, Iss , Pp 136-145 (2024)

مصطلحات موضوعية: Privacy-preserving machine learning, Federated machine learning, FAIR data, Distributed datasets, Biotechnology, TP248.13-248.65

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2001037024000382; https://doaj.org/toc/2001-0370

URL الوصول: https://doaj.org/article/c4b3e00abe854c439527de20564ff355

المؤلفون: Aminifar, Amin, Shokri, Matin, Aminifar, Amir

المصدر: Future Generation Computer Systems. 161:625-637

مصطلحات موضوعية: Edge federated learning, Mobile-health technologies, Privacy-preserving machine learning, Teknik, Elektroteknik och elektronik, Kommunikationssystem, Engineering and Technology, Electrical Engineering, Electronic Engineering, Information Engineering, Communication Systems

URL الوصول: https://lup.lub.lu.se/record/8363a505-369a-4300-8e4c-dd9042e74262
http://dx.doi.org/10.1016/j.future.2024.07.035

المؤلفون: Stark, Lukas

المساهمون: Bação, Fernando José Ferreira Lucas, RUN

مصطلحات موضوعية: Homomorphic Encryption, Privacy-Preserving Machine Learning, Cryptography, SDG 3 - Good health and well-being, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

وصف الملف: application/pdf

الاتاحة: http://hdl.handle.net/10362/174855

المؤلفون: Najwa Aaraj, Abdelrahaman Aly, Tim Güneysu, Chiara Marcolla, Johannes Mono, Rogerio Paludo, Iván Santos-González, Mireia Scholz, Eduardo Soria-Vazquez, Victor Sucasas, Ajith Suresh

المصدر: Transactions on Cryptographic Hardware and Embedded Systems, Vol 2025, Iss 1 (2024)

مصطلحات موضوعية: Multi-Party Computation, Privacy-Preserving Machine Learning, Homomorphic Encryption, Neural Networks, MPC, FHE, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://tosc.iacr.org/index.php/TCHES/article/view/11920; https://doaj.org/toc/2569-2925

URL الوصول: https://doaj.org/article/f7c49671cbf7462b994b1cc4734a46f2

المؤلفون: Sean Choi, Disha Patel, Diman Zad Tootaghaj, Lianjie Cao, Faraz Ahmed, Puneet Sharma

المصدر: Frontiers in Computer Science, Vol 6 (2024)

مصطلحات موضوعية: privacy-preserving machine learning, federated learning, homomorphic encryption, SmartNIC, network offload, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fcomp.2024.1465352/full; https://doaj.org/toc/2624-9898

URL الوصول: https://doaj.org/article/1a11a6ca9ed9439f8f7e1f72397ac71a

المؤلفون: Jose L. Salmeron, Irina Arévalo

المصدر: Journal of Big Data, Vol 11, Iss 1, Pp 1-31 (2024)

مصطلحات موضوعية: Federated learning, Privacy-preserving machine learning, Fuzzy Cognitive Maps, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2196-1115

URL الوصول: https://doaj.org/article/95f4f1681ac84d4f80fb933b1403d2a3

المؤلفون: Hong Cheng

المصدر: Security and Safety, Vol 4, p 2024012 (2025)

مصطلحات موضوعية: homomorphic encryption, fully homomorphic encryption, machine learning, privacy-preserving machine learning, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://sands.edpsciences.org/articles/sands/full_html/2025/01/sands20240021/sands20240021.html; https://doaj.org/toc/2826-1275

URL الوصول: https://doaj.org/article/03b30cc2471b48f29fea8418d8fd44b6

المؤلفون: Erfan Darzi, Nanna M. Sijtsema, P. M. A. van Ooijen

المصدر: Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)

مصطلحات موضوعية: Federated learning, Medical image analysis, COVID-19, Privacy preserving machine learning, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/f5b4179ad1ec4dc69079be6582c629d1

المؤلفون: Jihyeon Choi, Jina Choi, Younho Lee, Jung-Sik Hong

المصدر: IEEE Access, Vol 12, Pp 171540-171558 (2024)

مصطلحات موضوعية: Rule induction, fully homomorphic encryption, CKKS, privacy-preserving machine learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10753279/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/738ce0dca4684b63bfefb7ebbccfec90

المؤلفون: Md. Tanzib Hosain, Mushfiqur Rahman Abir, Md. Yeasin Rahat, M. F. Mridha, Saddam Hossain Mukta

المصدر: IEEE Open Journal of the Computer Society, Vol 5, Pp 694-704 (2024)

مصطلحات موضوعية: Extended reality, federated personalized learning, privacy, privacy preserving machine learning, security, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10691662/; https://doaj.org/toc/2644-1268

URL الوصول: https://doaj.org/article/cd533653798346559ad10b93238fbd48

المؤلفون: Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn

المصدر: IEEE Access, Vol 12, Pp 3024-3038 (2024)

مصطلحات موضوعية: Convolutional neural network, cryptography, homomorphic encryption, privacy preserving machine learning, secure two party computation, secure inference, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10376063/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/d0fcd4d2fa4b45098f04a02b13e8ca7c

المؤلفون: Andrea Silvi, Andrea Rizzardi, Debora Caldarola, Barbara Caputo, Marco Ciccone

المصدر: IEEE Access, Vol 12, Pp 57043-57058 (2024)

مصطلحات موضوعية: Federated learning, distributed learning, privacy-preserving machine learning, statistical heterogeneity, deep learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10497106/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/1be9762d70e546808673fc283b5ee9c5

المؤلفون: Hyunmin Choi, Jihun Kim, Seungho Kim, Seonhye Park, Jeongyong Park, Wonbin Choi, Hyoungshick Kim

المصدر: IEEE Access, Vol 12, Pp 109323-109341 (2024)

مصطلحات موضوعية: Homomorphic encryption, privacy-preserving machine learning, data privacy, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10623483/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/565a9606175845359d71d39b55299898

المؤلفون: Boyoung Han, Hojune Shin, Yeonghyeon Kim, Jina Choi, Younho Lee

المصدر: IEEE Access, Vol 12, Pp 110762-110780 (2024)

مصطلحات موضوعية: Naive Bayes classifier, privacy-preserving machine learning, CKKS, fully homomorphic encryption, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10623150/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/6b345d253bf7452996dc01860e4fefff

المؤلفون: Pablo Marcillo, Gabriela Suntaxi, Myriam Hernández-Álvarez

المصدر: Applied Sciences, Vol 14, Iss 21, p 9876 (2024)

مصطلحات موضوعية: security, fully homomorphic encryption, privacy-preserving machine learning, traffic accident prevention, fully connected neural network, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2076-3417/14/21/9876; https://doaj.org/toc/2076-3417

URL الوصول: https://doaj.org/article/091af61ccdea48bf9c1fe7e33c3a1e7e

المؤلفون: Kaplan, Caelin, G, Xu, Chuan, Marfoq, Othmane, Neglia, Giovanni, Santana de Oliveira, Anderson

المساهمون: Network Engineering and Operations (NEO), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Combinatorics, Optimization and Algorithms for Telecommunications (COATI), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-COMmunications, Réseaux, systèmes Embarqués et Distribués (Laboratoire I3S - COMRED), Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (1965 - 2019) (UNS)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UniCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UniCA)-Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (1965 - 2019) (UNS)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UniCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UniCA), ANRT in the framework of a CIFRE PhD (2021/0073)., ANR-19-P3IA-0002,3IA@cote d'azur,3IA Côte d'Azur(2019), European Project: 101120726,HORIZON-CL4-2022-HUMAN-02,https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/how-to-participate/org-details/999999999/project/101120726/program/43108390/details,dAIEDGE

المصدر: PETS 2024 - 24th Privacy Enhancing Technologies Symposium ; https://inria.hal.science/hal-04765695 ; PETS 2024 - 24th Privacy Enhancing Technologies Symposium, Jul 2024, Bristol, United Kingdom. pp.525-548, ⟨10.56553/popets-2024-0031⟩

مصطلحات موضوعية: privacy-preserving machine learning, empirical privacy defenses, statistical learning, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

جغرافية الموضوع: Bristol, United Kingdom

Time: Bristol, United Kingdom

Relation: info:eu-repo/grantAgreement//101120726/EU/European Network of Excellence dAIEDGE under Grant Agreement Nr. 101120726./dAIEDGE

الاتاحة: https://inria.hal.science/hal-04765695
https://inria.hal.science/hal-04765695v1/document
https://inria.hal.science/hal-04765695v1/file/A_Cautionary_Tale.pdf
https://doi.org/10.56553/popets-2024-0031

المؤلفون: Jeevarag N P, Jinson Devis

المصدر: NCECA -2024, National Conference on Emerging Computer Applications, Kanjirappally,Kerala, 16-04-2024

مصطلحات موضوعية: Secure and Privacy-Preserving Machine Learning in Healthcare using Partial Homomorphic Encryption

Relation: https://zenodo.org/communities/amaljyothi; https://doi.org/10.5281/zenodo.11190690; https://doi.org/10.5281/zenodo.11190691; oai:zenodo.org:11190691

الاتاحة: https://doi.org/10.5281/zenodo.11190691

المؤلفون: Berger, Robin, Dörre, Felix, Koch, Alexander

المصدر: ISSN: 0302-9743.

مصطلحات موضوعية: Secure Computation, Order-Revealing Encryption, Decision Tree, Learning, Enclaves, Privacy-Preserving Machine Learning, ddc:004, DATA processing & computer science, info:eu-repo/classification/ddc/004

وصف الملف: application/pdf

Relation: Lecture Notes in Computer Science; info:eu-repo/semantics/altIdentifier/isbn/978-3-031-54769-0; info:eu-repo/semantics/altIdentifier/issn/0302-9743; https://publikationen.bibliothek.kit.edu/1000169877; https://publikationen.bibliothek.kit.edu/1000169877/152777711; https://doi.org/10.5445/IR/1000169877/post

الاتاحة: https://publikationen.bibliothek.kit.edu/1000169877
https://publikationen.bibliothek.kit.edu/1000169877/152777711
https://doi.org/10.5445/IR/1000169877/post

المؤلفون: Ziyuan Liang, Qi’ao Jin, Zhiyong Wang, Zhaohui Chen, Zhen Gu, Yanhheng Lu, Fan Zhang

المصدر: Transactions on Cryptographic Hardware and Embedded Systems, Vol 2024, Iss 2 (2024)

مصطلحات موضوعية: Privacy-Preserving Machine Learning, Multi-Party Computation, Additive Homomorphic Encryption, Hardware Accelerator, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://tches.iacr.org/index.php/TCHES/article/view/11448; https://doaj.org/toc/2569-2925

URL الوصول: https://doaj.org/article/1a0d06d407194293903d7dae54231b8c

المؤلفون: Mireshghallah, Fatemehsadat, Taram, Mohammadkazem, Jalali, Ali, Elthakeb, Ahmed Taha Taha, Tullsen, Dean, Esmaeilzadeh, Hadi

مصطلحات موضوعية: Information and Computing Sciences, Cybersecurity and Privacy, Privacy-preserving Machine Learning, Deep Learning, Fairness, cs.LG, cs.CR, cs.IT, math.IT, stat.ML

URL الوصول: https://escholarship.org/uc/item/8kz140z9