Practical Secure Aggregation for Privacy-Preserving Machine Learning

• Secure distributed machine learning for edge computing

  2025 Elsevier eBooks book-chapter Computer Science Privacy-Preserving Technologies in Data

  0

  citations
• Exploring the potential of federated learning in mental health research: a systematic literature review

  2024 Applied Intelligence review Computer Science Privacy-Preserving Technologies in Data Open access

  40

  citations
• Advancing Federated Learning in 6G: A Trusted Architecture with Graph-Based Analysis

  2023 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data

  11

  citations
• Multi-institutional PET/CT image segmentation using federated deep transformer learning

  2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent

  32

  citations
• Improved Gradient Inversion Attacks and Defenses in Federated Learning

  2023 IEEE Transactions on Big Data article Computer Science Privacy-Preserving Technologies in Data

  51

  citations
• Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review

  2022 IEEE Internet of Things Journal review Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent

  101

  citations
• Privacy-Preserved Credit Data Sharing Integrating Blockchain and Federated Learning for Industrial 4.0

  2022 IEEE Transactions on Industrial Informatics article Computer Science Blockchain Technology Applications and Security

  63

  citations
• Advanced Attacks and Protection Mechanisms in IoT Devices and Networks

  2021 other Computer Science Security and Verification in Computing

  0

  citations
• The More, the Better

  2021 conference-paper Computer Science Spam and Phishing Detection Open access

  9

  citations

9 results