publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Under-review
    Decoding FL Defenses: Systemization, Pitfalls, and Remedies
    Momin Ahmad Khan, Virat Shejwalkar, Yasra Chandio, and 2 more authors
    2025
    PDF
  2. SenSys
    Poster Abstract: Compromising Federated Medical AI-Backdoor Risks in Prompt Learning
    Momin Ahmad Khan, Yasra Chandio, Eugene Bagdasarian, and 1 more author
    2025
    PDF

2024

  1. NeurIPS
    HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning
    Momin Ahmad Khan, Yasra Chandio, and Fatima M Anwar
    In 38th Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
    PDF
  2. IROS
    A Neurosymbolic Approach to Adaptive Feature Extraction in SLAM
    Yasra Chandio, Momin A Khan, Khotso Selialia, and 3 more authors
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
    PDF

2023

  1. IEEE DLSP
    On the Pitfalls of Security Evaluation of Robust Federated Learning
    Momin Ahmad Khan, Virat Shejwalkar, Amir Houmansadr, and 1 more author
    In 2023 IEEE Security and Privacy Workshops (SPW), 2023
    PDF

2022

  1. AIChallengeIOT
    Security Analysis of SplitFed Learning
    Momin Ahmad Khan, Virat Shejwalkar, Amir Houmansadr, and 1 more author
    In Proceedings of 4th International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things (AIChallengeIoT 2022), in conjunction with ACM SenSys 2022, 2022
    PDF
  2. IEEE SECON
    Universal Timestamping with Ambient Sensing
    Adeel Nasrullah, Momin Ahmad Khan, and Fatima Muhammad Anwar
    In 2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022
    PDF