Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML

Authors: Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira | Published: 2024-09-14 | Updated: 2024-10-12
2024.09.14 2025.04.03
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DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification

Authors: Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada | Published: 2024-09-13
2024.09.13 2025.04.03
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FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition

Authors: Zhenhua Xu, Wenpeng Xing, Zhebo Wang, Chang Hu, Chen Jie, Meng Han | Published: 2024-09-13
2024.09.13 2025.04.03
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A Comprehensive Analysis of Machine Learning Based File Trap Selection Methods to Detect Crypto Ransomware

Authors: Mohan Anand Putrevu, Hrushikesh Chunduri, Venkata Sai Charan Putrevu, Sandeep K Shukla | Published: 2024-09-13
2024.09.13 2025.04.03
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Sub-graph Based Diffusion Model for Link Prediction

Authors: Hang Li, Wei Jin, Geri Skenderi, Harry Shomer, Wenzhuo Tang, Wenqi Fan, Jiliang Tang | Published: 2024-09-13
2024.09.13 2025.04.03
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Research on Data Right Confirmation Mechanism of Federated Learning based on Blockchain

Authors: Xiaogang Cheng, Ren Guo | Published: 2024-09-13
2024.09.13 2025.04.03
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LLM Honeypot: Leveraging Large Language Models as Advanced Interactive Honeypot Systems

Authors: Hakan T. Otal, M. Abdullah Canbaz | Published: 2024-09-12 | Updated: 2024-09-15
2024.09.12 2025.04.03
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On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains

Authors: Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding | Published: 2024-09-12
2024.09.12 2025.04.03
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Harnessing TI Feeds for Exploitation Detection

Authors: Kajal Patel, Zubair Shafiq, Mateus Nogueira, Daniel Sadoc Menasché, Enrico Lovat, Taimur Kashif, Ashton Woiwood, Matheus Martins | Published: 2024-09-12
2024.09.12 2025.04.03
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HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning

Authors: Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar | Published: 2024-09-11
2024.09.11 2025.04.03
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