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Deep Learning Approaches for Network Intrusion Detection: A Comprehensive Survey

XYZ, ABC, ZZZ • IEEE Transactions on Network and Service Management, 2024

This paper presents a comprehensive survey of deep learning techniques applied to network intrusion detection systems, analyzing their effectiveness and computational requirements.

45 Citations Journal deep learning cybersecurity network security intrusion detection

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Federated Learning for Privacy-Preserving Healthcare Data Analysis

XYZ, ZZZ, ZZZ • Proceedings of the 2023 ACM Conference on Computer and Communications Security, 2023

We propose a novel federated learning framework that enables collaborative healthcare data analysis while preserving patient privacy through differential privacy mechanisms.

28 Citations Conference federated learning privacy healthcare differential privacy machine learning

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Blockchain-Based Supply Chain Transparency: Implementation and Performance Evaluation

ZZZ, XYZ, AAA • International Journal of Information Management, 2023

This study examines the implementation of blockchain technology for supply chain transparency, providing performance benchmarks and real-world case studies.

32 Citations Journal blockchain supply chain transparency performance evaluation

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