过去一年中添加的文章,按日期排序

Towards Enhancing Privacy-Preservation of a Federated Learning CNN Intrusion Detection System in IoT: Method and Empirical Study

D Torre, A Chennamaneni, JY Jo, G Vyas… - ACM Transactions on …, 2024 - dl.acm.org
37 天前 - … paper proposes an intrusion detection system leveraging … privacy preservation
algorithms: (a) Differential Privacy, … a new fully homomorphic encryption technique. Algorithm …

Homomorphic Encryption-Enabled Federated Learning for Privacy-Preserving Intrusion Detection in Resource-Constrained IoV Networks

BD Manh, CH Nguyen, DT Hoang… - arXiv preprint arXiv …, 2024 - arxiv.org
85 天前 - … However, it also raises a serious concern regarding the data privacy of VUs, as all
the … propose a novel privacy-preserving FL framework for intrusion detection in IoV networks…

Preserving differential privacy in neural networks for foreign object detection with heterogeneity-based noising among distributed devices

M Wang, QY Wang, YH Zhang, ZX Zhang… - The Journal of …, 2024 - Springer
129 天前 - Using fully homomorphic encryption and greedy average block Kaczmarz method,
a … decryption of the mean to guarantee the privacy of individual device, while getting the real …

Secured IoT architecture for personalized marketing using blockchain framework with deep learning technology

A Khandekar, SF Ahmad - Cluster Computing, 2024 - Springer
155 天前 - intrusion detection method for detecting malicious or regular network traffic flow
patterns in a cloud context. The proposed work is implemented usinghomomorphic encryption

Enhancing Intrusion Detection through Federated Learning with Enhanced Ghost_BiNet and Homomorphic Encryption

OK ChandraUmakantham, S Gajendran… - IEEE …, 2024 - ieeexplore.ieee.org
257 天前 - … are encrypted using the homomorphic encryption algorithm to enhance the privacy
of … training the global model to enhance the intrusion detection accuracy. In addition, for the …

[图书][B] Frontiers in Cyber Security: 6th International Conference, FCS 2023, Chengdu, China, August 21–23, 2023, Revised Selected Papers

H Yang, R Lu - 2024 - books.google.com
290 天前 - … In this volume, researchers have proposed and discussed their research
achievements in areas such as privacy protection, cryptography, blockchain technology, machine …

[图书][B] Information Security Practice and Experience: 18th International Conference, ISPEC 2023, Copenhagen, Denmark, August 24–25, 2023, Proceedings

W Meng, Z Yan, V Piuri - 2023 - books.google.com
347 天前 - This volume contains the papers that were selected for presentation and publication
at the 18th International Conference on Information Security Practice and Experience (…