publications

2024

  1. FLOAT: Federated Learning Optimizations with Automated Tuning
    Ahmad Faraz Khan , Azal Ahmad Khan , Ahmed M. Abdelmoniem , and 3 more authors
    In Nineteenth European Conference on Computer Systems (EuroSys ’24) , 2024
  2. Incentivized Collaborative Learning: Architectural Design and Insights
    Xinran Wang , Qi Le , Ahmad Faraz Khan , and 2 more authors
    2024

2023

  1. Towards cost-effective and resource-aware aggregation at Edge for Federated Learning
    Ahmad Faraz Khan , Yuze Li , Xinran Wang , and 5 more authors
    In 2023 IEEE International Conference on Big Data (BigData) , 2023
  2. A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning
    Haider Ali , Dian Chen , Matthew Harrington , and 5 more authors
    IEEE Access, 2023
  3. PI-FL: Personalized and Incentivized Federated Learning
    Ahmad Faraz Khan , Xinran Wang , Qi Le , and 5 more authors
    2023
  4. A Framework for Incentivized Collaborative Learning
    Xinran Wang , Qi Le , Ahmad Faraz Khan , and 2 more authors
    2023

2022

  1. TIFF: Tokenized Incentive for Federated Learning
    Jingoo Han , Ahmad Faraz Khan , Syed Zawad , and 5 more authors
    In 2022 IEEE 15th International Conference on Cloud Computing (CLOUD) , 2022
  2. Heterogeneity-Aware Adaptive Federated Learning Scheduling
    Jingoo Han , Ahmad Faraz Khan , Syed Zawad , and 5 more authors
    In 2022 IEEE International Conference on Big Data (Big Data) , 2022