Federated Learning (FL): Research, Papers and Researchers

01Research activity

Federated Learning (FL) research by ScholarsColab researchers

What researchers combine with Federated Learning (FL)

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2024 onwards): privacy-preserving, detection, framework, healthcare, privacy, secure.

02Researchers

PhD researchers working on Federated Learning (FL)

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Engr. Shaista Ashraf FarooqiPhD Scholar Asia e University Malaysia7 papers on this topic · 28 citationsAANNAPPANational Institute of Technology Karnataka Surathkal6 papers on this topic · 108 citationsAPARNA KUMARINirma university6 papers on this topic · 43 citationsTop 2% scientist · Networking & TelecommunicationsMuhammad SaleemAssistant Professor in Computer Science6 papers on this topic · 40 citationsSileshi Nibret ZelekeUniversity of Bari6 papers on this topic · 12 citationsDibyanarayan HazraAssistant Professor, IILM University5 papers on this topic · 18 citationsNARENDRA BABU PAMULALakireddy Bali Reddy College of Engineering5 papers on this topic · 0 citationsUmar IslamDepartment of Artificial Intelligence, The University of Veterinary & Animal Sciences Swat,…4 papers on this topic · 76 citationsJoão Paulo Brito GonçalvesIfes4 papers on this topic · 11 citationsDr. Preeti RaniCCSIT, Teerthanker Mahaveer University, Moradabad3 papers on this topic · 277 citationsDr. Sachin KumarSRM Institute of Science and Technology, Chennai3 papers on this topic · 134 citationsHongquan LiuFudan university3 papers on this topic · 7 citationsXXiaochun ChengSwansea University2 papers on this topic · 226 citationsAmir mollanejadAssistant Professor, Department of Computer Engineering, Islamic Azad University, Aras International Branch,…2 papers on this topic · 16 citationsProf. (Dr.) Akhilesh A. WaooAKS University, SATNA, MP2 papers on this topic · 6 citationsHrishikesh DuttaInstitut Polytechnique de Paris2 papers on this topic · 6 citationsNarsimha ReddyData Solution Architect at Soniks consulting LLC2 papers on this topic · 5 citationsMDr. Mallikharjuna Rao KPhD2 papers on this topic · 1 citationsDr. Sumit Kumar KapoorPoornima University2 papers on this topic · 0 citationsDr. Jyoti YadavSavitribai Phule Pune University2 papers on this topic · 0 citationsDr Chandani SharmaMMICTBM (MCA) Maharishi Markandeshwar (Deemed to be University) Mullana, Ambala, Haryana1 paper on this topic · 133 citationsRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State1 paper on this topic · 94 citationsAnkit KumarAssistant Professor1 paper on this topic · 24 citationsProf.Dr.R.UdayakumarDean Research , SRM UNIVERSITY1 paper on this topic · 24 citationsFenanirUniversity of setif 1 Algeria1 paper on this topic · 23 citationsUdham SinghAssociate Professor1 paper on this topic · 20 citationsKKOUZOU ABDALLAHDjelfa University1 paper on this topic · 15 citationsDr. LokeshVIT Bhopal University1 paper on this topic · 6 citationsDr. Diwakar Chaudhary, PhD, Post DocGLA University, Mathura, Uttar Pradesh, India1 paper on this topic · 4 citationsYoussef ElmirESTIN1 paper on this topic · 4 citationsAditya GuptaThapar University1 paper on this topic · 4 citationsAssistant Professor Computational Intelligence Dr. Raguvaran SSRM Institute of Science and Technology1 paper on this topic · 3 citationsDr. V SurendarKONGU ENGINEERING COLLEGE1 paper on this topic · 3 citationsDr. N.MalathyAssociate Professor1 paper on this topic · 3 citationsShashi Kant DargarKalasalingam Academy of Research and Education1 paper on this topic · 2 citationsBakht Sher AliUniversity of Science and Technology of China, Hefei, Anhui1 paper on this topic · 2 citationsSivaram PonnusamySandip University, Nashik1 paper on this topic · 1 citationsDr Senthil Kumar PSRM Institute of Science and Technology Tiruchirappalli, Tamil Nadu, India1 paper on this topic · 1 citationsSharmila SubudhiDept. of Computer science, MSCB University1 paper on this topic · 1 citationsIven AabaahDoctor of Computer Science1 paper on this topic · 1 citationsRostom MENNOURUniversity of Constantine 2 - Abdelhamid Mehri, Algeria1 paper on this topic · 1 citationsChristian InternoBielefeld University1 paper on this topic · 1 citationsAjnas MuhammedResearcher1 paper on this topic · 1 citationsNNarayan VyasAssistant Professor, Department of Computer Science and Application, Vivekananda Global University, Jaipur1 paper on this topic · 0 citationsDR.K.SELVAKUMARAnna University, Chennai, University College of Engineering, Nagercoil1 paper on this topic · 0 citationsDr. Amit BiswasAssociate Professor and HOD, Agricultural Engineering Department, Haldia Institute of Technology, Haldia,…1 paper on this topic · 0 citationsDr.Imran SirajK.R.Mangalam University,Gurugram1 paper on this topic · 0 citationsMd. Shakib HassanCUET, Bangladesh1 paper on this topic · 0 citationsM. MuthurajaKONGU ENGINEERING COLLEGE1 paper on this topic · 0 citationsDr Gnanajeyaraman RajaramSaveetha university1 paper on this topic · 0 citationsAbdul AhadNorthwestern Polytechnical University of China1 paper on this topic · 0 citationsRamya ChinnasamyKongu Engineering College1 paper on this topic · 0 citationsAdewumi Idowu OlugbengaFederal College of Agriculture, Moor Plantation Ibadan Nigeria1 paper on this topic · 0 citationsBasant KumarModern College of Business and Science(Univ of Missouri,St Louis USA) Muscat1 paper on this topic · 0 citationsDr.G.Naga Rama DeviProfessor & HoD, Dept of CSE(Data Science),SIET, Hyderabad1 paper on this topic · 0 citationsAmjad IqbalUniversity of Manitoba1 paper on this topic · 0 citationsFarah JemiliUniversity of Sousse Tunisia1 paper on this topic · 0 citationsDr. Akbar HussainUniversity of Management and Technology, Sialkot, Pakistan1 paper on this topic · 0 citationsKishanIIITKLists Federated Learning (FL) as a research areaDr. Daniel Dauda WisdomFederal University of Agriculture Abeokuta (FUNAAB), Ogun State, NigeriaLists Federated Learning (FL) as a research areaDr. Mehtab AlamAssistant ProfessorLists Federated Learning (FL) as a research areaMukhtaj KhanThe University of HaripurLists Federated Learning (FL) as a research areaDr NARENDRA BABU PAMULAMZULists Federated Learning (FL) as a research areaDr. Sathyapriya LSRM Institute of Science and TechnologyLists Federated Learning (FL) as a research areaAayush SharmaJUIT, SolanLists Federated Learning (FL) as a research area

03Papers

Research papers on Federated Learning (FL)

1. A privacy-preserving federated learning for multiparty data sharing in social IoTs2021226 citationsIEEE Transactions on Network Science and EngineeringXiaochun Cheng
2. Federated learning-based misbehavior detection for the 5G-enabled Internet of Vehicles2023147 citationsIEEE Transactions on Consumer ElectronicsDr. Preeti Rani
3. Federated Learning-based Misbehaviour detection for the 5G-enabled Internet of Vehicles2023133 citationsIEEE Transactions on Consumer ElectronicsDr Chandani Sharma
4. A review on federated learning and machine learning approaches: categorization, application areas, and blockchain technology202294 citationsInformationRoseline Oluwaseun Ogundokun
5. DisBezant: Secure and robust federated learning against Byzantine attack in IoT-enabled MTS202283 citationsIEEE Transactions on Intelligent Transportation SystemsDr. Sachin Kumar
6. Cyber security and privacy of connected and automated vehicles (CAVs)-based federated learning: challenges, opportunities, and open issues202282 citationsDr. Preeti Rani
7. Fedcure: A heterogeneity-aware personalized federated learning framework for intelligent healthcare applications in iomt environments202464 citationsIEEE AccessANNAPPA
8. Practical feature inference attack in vertical federated learning during prediction in artificial Internet of Things202351 citationsIEEE Internet of Things JournalDr. Sachin Kumar
9. TFL-IHOA: Three-layer federated learning-based intelligent hybrid optimization algorithm for Internet of Vehicle202348 citationsIEEE Transactions on Consumer ElectronicsDr. Preeti Rani
10. Artificial neural network‐driven federated learning for heart stroke prediction in healthcare 4.0 underlying 5G202434 citationsConcurrency and Computation: Practice and ExperienceAPARNA KUMARI
11. Federated Learning in Healthcare: a bibliometric analysis of privacy, security, and adversarial threats (2021-2024)202532 citationsSHIFRAUmar Islam
12. Smart buildings: Federated learning-driven secure, transparent and smart energy management system using XAI202526 citationsEnergy ReportsMuhammad Saleem
13. Federated learning for smart and sustainable forest fire detection in green internet of things202526 citationsUmar Islam
14. Enhancing IoT security through a green and sustainable federated learning platform: leveraging efficient encryption and the quondam signature algorithm202324 citationsSensorsAnkit Kumar
15. User Activity Analysis Via Network Traffic Using DNN and Optimized Federated Learning based Privacy Preserving Method in Mobile Wireless Networks24 citationsProf.Dr.R.Udayakumar
16. Smart intrusion detection in IoT edge computing using federated learning202323 citationsRevue d'Intelligence ArtificielleFenanir
17. An Innovative Secure and Privacy-Preserving Federated Learning-Based Hybrid Deep Learning Model for Intrusion Detection in Internet-Enabled Wireless Sensor Networks202420 citationsIEEE Transactions on Consumer ElectronicsUdham Singh
18. Differential privacy based federated learning techniques in IoMT: A review202417 citationsEngr. Shaista Ashraf Farooqi
19. Adaptive Federated Learning Framework for Privacy-Preserving Consumer-Centric IoMT: A Novel Secure Data Collaboration Model202517 citationsIEEE Transactions on Consumer ElectronicsUmar Islam
20. Federated learning for multi-institutional on 3d brain tumor segmentation202415 citationsKOUZOU ABDALLAH
21. Fairness-aware loss history based federated learning heuristic algorithm202415 citationsKnowledge-Based SystemsAmir mollanejad
22. A multimodal contrastive federated learning for digital healthcare202313 citationsSN Computer ScienceANNAPPA
23. Fedrh: Federated learning based remote healthcare202311 citationsANNAPPA
24. Smart client selection strategies for enhanced federated learning in digital healthcare applications20259 citationsMultimedia Tools and ApplicationsANNAPPA
25. A blockchained incentive architecture for federated learning20229 citationsJoão Paulo Brito Gonçalves
26. Enhancing sports image data classification in federated learning through genetic algorithm-based optimization of base architecture20248 citationsPLoS ONEDibyanarayan Hazra
27. Federated learning for digital healthcare: concepts, applications, frameworks, and challenges20247 citationsComputingANNAPPA
28. Next-Generation Protection: Leveraging Federated Learning and Blockchain for Intrusion Detection in Smart Vehicle Network20247 citationsPower System TechnologyMuhammad Saleem
29. CNN-based cancer prediction scheme using 5G-assisted federated learning for healthcare Industry 5.020256 citationsAlexandria Engineering JournalAPARNA KUMARI
30. Traffic congestion monitoring improvement through federated learning technique20246 citationsInternational Journal of Computational and Innovative SciencesMuhammad Saleem
31. Generalized framework using federated learning for tomato disease classification over unbalanced dataset20236 citationsDibyanarayan Hazra
32. Privacy-preserving diabetes and heart disease prediction via federated learning and WCO20256 citationsInternational Journal of Computational Intelligence SystemsDr. Lokesh
33. A theoretical comparison of federated learning with differential privacy and blockchain for security and privacy in iomt20256 citationsEngr. Shaista Ashraf Farooqi
34. Personalized Federated Learning in Edge-Cloud Continuum for Privacy-Preserving Healthcare: Opportunities and Challenges20246 citationsSileshi Nibret Zeleke
35. Unsupervised speaker diarization in distributed IoT networks using federated learning20245 citationsIEEE Transactions on Emerging Topics in Computational IntelligenceHrishikesh Dutta
36. Fedprunet: federated learning using pruning neural network20224 citationsANNAPPA
37. Fault-tolerant framework with federated learning for reliable and robust distributed system20224 citationsProf. (Dr.) Akhilesh A. Waoo
38. IoT revolutionization using federated learning and decentralized AI on edge devices20244 citationsDr. Diwakar Chaudhary, PhD, Post Doc
39. A generalized federated learning approach for robust crop disease classification across diverse farms20244 citationsDibyanarayan Hazra
40. Federated Learning with Gramian Angular Fields for Privacy-Preserving ECG Classification on Heterogeneous IoT Devices20254 citationsYoussef Elmir
41. TinyFed6G: Federated Learning With TinyML for Resource-Constrained Intelligence in 6G Edge Networks20264 citationsIEEE Wireless CommunicationsAditya Gupta
42. Flexible differentially private vertical federated learning with adaptive feature embeddings20234 citationsHongquan Liu
43. Ai-powered healthcare system to fight the covid-19 pandemic on federated learning20243 citationsAssistant Professor Computational Intelligence Dr. Raguvaran S
44. Revolutionizing Healthcare Harnessing IoT-Integrated Federated Learning for Early Disease Detection and Patient Privacy Preservation20243 citationsDr. V Surendar
45. Intelligent route optimization for internet of vehicles using federated learning: promoting green and sustainable IoT networks20253 citationsNarsimha Reddy
46. Green federated learning empowered drug manufacturing mechanism for the pharmaceutical industry20253 citationsComputingDr. N.Malathy
47. Federated Learning for Secure and Resilient AI Systems20253 citationsEngr. Shaista Ashraf Farooqi
48. Boosting semi-supervised federated learning by effectively exploiting server-side knowledge and client-side unconfident samples20253 citationsNeural NetworksHongquan Liu
49. Privacy-preserving federated learning for in-home monitoring of elderly using wearable biometric sensors20233 citationsSileshi Nibret Zeleke
50. Implementing Fault Resilient Strategies in Cloud Computing via Federated Learning Approach20212 citationsJournal of Innovation in Applied ResearchProf. (Dr.) Akhilesh A. Waoo
51. Trusted Aggregation for Decentralized Federated Learning in Healthcare Consumer Electronics Using Zero-Knowledge Proofs20252 citationsIEEE Transactions on Consumer ElectronicsNarsimha Reddy
52. Enhanced reliability in wireless sensor networks: federated learning with Bayesian weighted random forest for secure and privacy-preserving threat detection20252 citationsWireless NetworksShashi Kant Dargar
53. A New Consensus Mechanism for Blockchained Federated Learning Systems Using Optimistic Rollups20242 citationsJoão Paulo Brito Gonçalves
54. A Privacy Preserving Federated Learning BasedIoT Framework Using Cloud Computing20242 citationsBakht Sher Ali
55. Advanced Privacy-Utility Optimization Techniques in Federated Learning with Differential Privacy for IoMT–A Review.20252 citationsInternational Journal of Interactive Mobile TechnologiesEngr. Shaista Ashraf Farooqi
56. fDoS: Explainable AI-Based Federated Learning for DDoS Detection in IoT Networks20251 citationsDr. Mallikharjuna Rao K
57. Decentralized Blockchain-Empowered Federated Learning for Secure and Scalable Solutions for Electronic Health Record20241 citationsAPARNA KUMARI
58. S-EVPF: A Secure and Decentralized EV Prediction Framework using Federated Learning20241 citationsAPARNA KUMARI
59. S-CreditRisk: A Decentralized and Privacy-Preserving Credit Risk Assessment Framework Using Federated Learning20241 citationsAPARNA KUMARI
60. Secure and interpretable lung cancer prediction model using mapreduce private blockchain federated learning and XAI20251 citationsScientific ReportsMuhammad Saleem
61. Deep Federated Learning for Real-Time Decision Making in Autonomous Vehicles: A Comprehensive Approach20251 citationsSivaram Ponnusamy
62. The HALF Framework: A Privacy-Preserving Federated Learning Approach for Scalable and Secure AI Applications20251 citationsInternational Journal on Smart Sensing and Intelligent SystemsDr Senthil Kumar P
63. Towards an unsupervised federated learning approach for speaker diarization on iot-style audio devices20241 citationsHrishikesh Dutta
64. Privacy-Preserving Federated Learning for Fair and Efficient Urban Traffic Optimization20251 citationsSharmila Subudhi
65. Federated Learning for Lung Cancer Detection: Comparative Analysis and Visual Interpretability20251 citationsIven Aabaah
66. A Novel Privacy-Preserving Decentralized Federated Learning Approach for Incremental Healthcare Data20251 citationsITEGAM-JETIARostom MENNOUR
67. PPFLex: Securing Non-IID Optimization in Federated Learning via MPC20261 citationsChristian Interno
68. Fairness-based federated learning in autonomous vehicles with exponential moving average loss weighting20251 citationsCluster ComputingAmir mollanejad
69. Federated Learning for Secure and Privacy-Preserving Facial Recognition: Advances, Challenges, and Research Directions20251 citationsAjnas Muhammed
70. Federated Security Framework: A Heterogeneous Federated Learning Architecture for Privacy‐Preserving Intrusion Detection in IoT Networks20261 citationsTransactions on Emerging Telecommunications TechnologiesUmar Islam
71. FedPerAda: personalized federated learning via local adapters and similarity-aware aggregation20251 citationsSileshi Nibret Zeleke
72. Machine Learning and Artificial Intelligence at the Edge: Federated Learning for Colposcopy Image Analysis20251 citationsSileshi Nibret Zeleke
73. Towards Explainable Federated Learning in Healthcare: A Study on Heart Arrhythmia Detection20241 citationsSileshi Nibret Zeleke
74. Federated Learning Based Energy-Aware Clustering and Sleep Scheduling for Faulty Node Detection in Wireless Sensor Network20250 citationsDr. Mallikharjuna Rao K
75. Advanced Architectures and Innovative Platforms for Federated Learning: A Comprehensive Exploration20250 citationsNarayan Vyas
76. RETRACTED: Hybrid cumulative approach for localization of nodes with adaptive threshold gradient feature on energy minimization using federated learning20240 citationsInternational Journal of Pervasive Computing and CommunicationsDR.K.SELVAKUMAR
77. DriveShield: FL-Based Framework for Privacy Preserving and Jamming Attack Detection in V2X Communication Underlying 6G20250 citationsAPARNA KUMARI
78. An Empirical Study on Security Methods for Federated Learning Environments20240 citationsNARENDRA BABU PAMULA
79. FEDERATED LEARNING FOR NEXT?WORD PREDICTION: A DISTRIBUTED APPROACH FOR IMPROVED LANGUAGE MODELS20240 citationsNARENDRA BABU PAMULA
80. An Empirical Study on Security Methods for Federated Learning Environments and Their Various Applications20230 citationsNARENDRA BABU PAMULA
81. Maximizing Privacy in Federated Learning: Analysis of Effective Cryptographic Techniques0 citationsNARENDRA BABU PAMULA
82. Federated Learning Integration to Build Robust Urban Intelligence for Smart Cities0 citationsNARENDRA BABU PAMULA
83. Federated Learning: A Secure Distributed Machine Learning Approach for IoT Technology20250 citationsDr. Amit Biswas
84. FIR-Robot: A Federated Learning Approach to Information Retrieval in Robotic Edge Devices20250 citationsDr.Imran Siraj
85. Federated Learning for IoT Applications20210 citationsDr. Sachin Kumar
86. Interpretable Federated Learning Model for Cyber Intrusion Detection in Smart Cities with Privacy-Preserving Feature Selection20250 citationsComputers, Materials and ContinuaMuhammad Saleem
87. Weighted explainable federated learning for privacy-preserving and scalable energy optimization in autonomous vehicular networks20250 citationsEgyptian Informatics JournalMuhammad Saleem
88. An Optimized Approach for Predicting the Stability of the Smart Grid Utilizing Federated Learning: A Comparative Analysis20240 citationsMd. Shakib Hassan
89. Privacy-Preserving Face Recognition System with Federated Learning and Fully Homomorphic Encryption20250 citationsM. Muthuraja
90. Generalized framework using Federated Learning for brain tumor detection from medical images20250 citationsDibyanarayan Hazra
91. Boosting Intelligent Farming: Federated Learning for Dispersed AI20230 citationsDibyanarayan Hazra
92. SRS in Clinical System using FL Based System Implementation20240 citationsDr Gnanajeyaraman Rajaram
93. Dynamic Weighted Federated Learning: A Scalable and Privacy‐Centric Approach to Android IoT Malware Detection20260 citationsConcurrency and Computation: Practice and ExperienceAbdul Ahad
94. Federated Learning for Sustainable Energy Efficiency: A Privacy-Preserving Artificial Intelligence Approach with Attention Mechanisms20250 citationsRamya Chinnasamy
95. Federated Learning for Healthcare Data Privacy: A Case Study in Multi-Hospital Collaboration20250 citationsAdewumi Idowu Olugbenga
96. A hybrid federated learning framework with generative AI for privacy-preserving and sustainable security in IOT-enabled smart environments20260 citationsScientific ReportsBasant Kumar
97. Integrating Federated Learning in Quantum Computing for Secure and Scalable Model Training20250 citationsDr.G.Naga Rama Devi
98. Towards a cybersecure and privacy enhanced smart grid: A blockchain enabled federated learning framework20260 citationsPLoS ONEXiaochun Cheng
99. Quality of service compliance verification using federated learning empowered by Blockchain20250 citationsJoão Paulo Brito Gonçalves
100. A Quality-of-Service Compliance System using Federated Learning and Optimistic Rollups20230 citationsJoão Paulo Brito Gonçalves
101. Reward-Driven Clustered Federated Learning for DRL Based UAV-RIS Networks20230 citationsAmjad Iqbal
102. Enhancing Cybersecurity with Federated Learning: A Hybrid Deep Learning Approach for Intrusion Detection Systems20250 citationsFarah Jemili
103. Enhancing Federated Learning Robustness Against Adversarial Attacks Using SMPC20260 citationsDr. Sumit Kumar Kapoor
104. Hybrid Federated Learning with Client-Side Personalization for Privacy-Preserving and Scalable Medical Imaging Analytics20250 citationsMDPIDr. Sumit Kumar Kapoor
105. A COMPREHENSIVE FRAMEWORK FOR EDGE-ENABLED FEDERATED LEARNING IN IOT: STUDY OF DISTRIBUTED INTELLIGENCE, PRIVACY, SECURITY, AND COMMUNICATION EFFICIENCY20260 citationsSpectrum of Engineering SciencesDr. Akbar Hussain
106. Federated Learning and Collaborative AI in Medical Diagnostics: A Conceptual and Literature-Based Study0 citationsEngr. Shaista Ashraf Farooqi
107. Inversion, Membership, and Poisoning Attacks in Federated Learning-Challenges and Defenses20260 citationsEngr. Shaista Ashraf Farooqi
108. Federated Learning with Differential Privacy and Blockchain for Security and Privacy in IoMT A Theoretical Comparison and Review20250 citationsEngr. Shaista Ashraf Farooqi
109. Strengthening Federated Learning: Addressing Model Poisoning Attack and Defense Methods20240 citationsJournal of Electrical SystemsDr. Jyoti Yadav
110. Defending Federated Learning Systems to Mitigate Model Poisoning Attacks20240 citationsTelematiqueDr. Jyoti Yadav
111. Mitigating Knowledge Forgetting by Generative Knowledge Replay and Forgetting-aware Aggregation in Semi-Supervised Federated Learning20250 citationsHongquan Liu
112. Enabling Visual and Textual Explanation in Diagnostics: A Federated Learning Approach with Medical Vision-Language Models20260 citationsSileshi Nibret Zeleke

04Journals

Journals that publish Federated Learning (FL) research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Artificial Intelligence & Image Processing

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Federated Learning (FL) in that list; 10,979 researchers from 94 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Federated Learning (FL)

Topics that share the most papers with Federated Learning (FL) in our researchers’ work:

• Privacy217 papers · 115 researchers
• Differential Privacy5 papers · 4 researchers
• Healthcare445 papers · 205 researchers
• Internet of Things (IoT)1,334 papers · 356 researchers
• Blockchain437 papers · 151 researchers
• Intrusion Detection252 papers · 86 researchers
• Explainable Artificial Intelligence (XAI)36 papers · 22 researchers
• Artificial Intelligence (AI)1,196 papers · 404 researchers
• Brain Tumor113 papers · 64 researchers
• Wireless Sensor Networks (WSN)344 papers · 126 researchers

07Questions

Frequently asked questions