Publications

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Research Interest

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• Artificial Intelligence
• Internet of Things (IoT)
• Machine and Deep Learning
• Cybersecurity
• Federated Learning
• Large Language Models (LLMs)

Journals

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• A differential privacy aided DeepFed intrusion detection system for IoT applications
  Sayeda Suaiba Anwar, Md. Asaduzzaman, Iqbal Hasan Sarker
  Security and Privacy 2024 | Paper

Conferences

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• Optimizing Privacy-Accuracy Trade-Off in IoT Intrusion Detection: An Analysis of FedAvg and FedProx with Differential Privacy
  Sayeda Suaiba Anwar and Mohammed Moshiul Hoque
  10th IEEE International Women in Engineering (WIE) Conference on Electrical & Computer Engineering 2024 | Paper

• A Hybrid Deep Learning Model for Intrusion Detection in IoT Networks
  Md. Ahnaf Akif, Mushpika Karnyn, Sayeda Suaiba Anwar
  10th IEEE International Women in Engineering (WIE) Conference on Electrical & Computer Engineering 2024 | Paper

• Performance Analysis of Ensemble Machine Learning Algorithms in PDF Malware Detection
  Zarin Sadaf Borno, Nazmus Sakib, Sayeda Suaiba Anwar
  9th IEEE International Women in Engineering (WIE) Conference on Electrical & Computer Engineering 2023 | Paper

• Transmission of Aggregated Data in LOADng-Based IoT Networks
  Sayeda Suaiba Anwar and Md. Asaduzzaman
  4th International Conference on Computational Intelligence in Pattern Recognition 2022 | Paper

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