Junaid Akram

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Publications (36)

• FedSAF: A Federated Learning Framework for Enhanced Gastric Cancer Detection and Privacy Preservation
  ACM Transactions on Computing for Healthcare 2026 DOI: 10.1145/3845813
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• Data Integrity Protection for Crowdsourced Drone Remote Sensing Services: A comparison of two cryptographic methods
  Junaid Akram, Awais Akram, Ali Anaissi +2 more
  IEEE Geoscience and Remote Sensing Magazine 2026 DOI: 10.1109/MGRS.2026.3661010
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• Verifiable Credential-Based Access Control for Interoperable Crowdsourced Drone Services
  Junaid Akram, Awais Akram, Ali Anaissi +3 more
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2025.3649404
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• MAF-GAN: Modality-Aware Fusion GAN for Multimodal Fake News Detection
  2026 DOI: 10.1145/3774905.3795459
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• Decentralized Swarm Learning with Class-Weighted Aggregation for Robust and Privacy-Preserving Cancer Diagnosis
  2025 DOI: 10.1145/3787330.3787354
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• PC-FedAvg: Personalized Federated Learning for One-Class SVMs in Smart City Monitoring Systems
  2025 DOI: 10.1145/3787330.3787341
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• Dynamic GNN-based multimodal anomaly detection for spatial crowdsourcing drone services
  Digital Communications and Networks 2025 DOI: 10.1016/j.dcan.2025.03.012
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• AI-Generated Content-as-a-Service in IoMT-Based Smart Homes: Personalizing Patient Care With Human Digital Twins
  Junaid Akram, Misha Aamir, Roshani Raut +3 more
  IEEE Transactions on Consumer Electronics 2025 DOI: 10.1109/TCE.2024.3409173
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• Adversarial Label-Flipping Attack and Defense for Anomaly Detection in Spatial Crowdsourcing UAV Services
  IEEE Transactions on Consumer Electronics 2025 DOI: 10.1109/TCE.2024.3448541
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• Blockchain-Based Model for Secure and Fair Data Provision in Crowdsourced Drone Services
  Junaid Akram, Awais Akram, Vandana Sharma +3 more
  IEEE Open Journal of the Communications Society 2025 DOI: 10.1109/OJCOMS.2025.3575463
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• Privacy-Preserving Spatial Crowdsourcing Drone Services for Postdisaster Infrastructure Monitoring: A Conditional Federated Learning Approach
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2025 DOI: 10.1109/JSTARS.2025.3577648
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• Secure and Interoperable IoMT-Based Smart Homes
  IEEE Consumer Electronics Magazine 2025 DOI: 10.1109/MCE.2025.3534442
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• Ensemble Pretrained Models for Multimodal Sentiment Analysis using Textual and Video Data Fusion
  2024 DOI: 10.1145/3589335.3651971
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• Digital Twin-Driven Trust Management in Open RAN-Based Spatial Crowdsourcing Drone Services
  IEEE Transactions on Green Communications and Networking 2024 DOI: 10.1109/TGCN.2024.3403901
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• DroneSSL: Self-Supervised Multimodal Anomaly Detection in Internet of Drone Things
  IEEE Transactions on Consumer Electronics 2024 DOI: 10.1109/TCE.2024.3376440
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• GALTrust: Generative Adverserial Learning-Based Framework for Trust Management in Spatial Crowdsourcing Drone Services
  IEEE Transactions on Consumer Electronics 2024 DOI: 10.1109/TCE.2024.3384978
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• Chained-Drones: Blockchain-based privacy-preserving framework for secure and intelligent service provisioning in Internet of Drone Things
  Computers and Electrical Engineering 2023 DOI: 10.1016/j.compeleceng.2023.108772
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• Drone-as-a-Service (DaaS) for COVID-19 self-testing kits delivery in smart healthcare setups: A technological perspective
  ICT Express 2023 DOI: 10.1016/j.icte.2022.09.008
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• Drone-as-a-Service (DaaS) for COVID-19 self-testing kits delivery in smart healthcare setups: A technological perspective
  ICT Express 2022
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• A Framework for Burnt Area Mapping and Evacuation Problem Using Aerial Imagery Analysis
  Fire 2022 DOI: 10.3390/fire5040122
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