publications

2026

  1. arXiv
    Protocol-Aware Tokenization and Architecture Co-Design for Wireless Packet Foundation Models
    Swadhin Pradhan, Shazal Irshad, and Jerome Henry
    2026
    arXiv
  2. arXiv
    PLUME: Building a Network-Native Foundation Model for Wireless Traces via Protocol-Aware Tokenization
    Swadhin Pradhan, Shazal Irshad, and Jerome Henry
    arXiv preprint arXiv:2603.13647, 2026
    arXiv

2025

  1. Patent
    Large Packet Model
    Swadhin Pradhan, Shazal Irshad, and Jerome Henry
    2025
    Filed, Cisco Meraki
  2. Patent
    Network Anomaly Detection Using Machine-Learned Probability Distributions
    Shazal Irshad, Swadhin Pradhan, Amine Choukir, and 3 more authors
    2025
    Filed, Cisco Meraki

2023

  1. LANMAN
    You Can’t See Me: Providing Privacy in Vision Pipelines via Wi-Fi Localization
    Shazal Irshad, Ria Thakkar, Eric Rozner, and 1 more author
    In IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN), 2023
    Best Paper Award
  2. WoWMoM
    A Picture is Worth 1,000 Millimeters: Combining Vision and Wi-Fi to Improve Localization
    Shazal Irshad, Eric Rozner, Apurv Bharita, and 1 more author
    In IEEE 24th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2023
    Best Paper Award

2020

  1. HotMobile
    Rethinking Wireless Network Management Through Sensor-driven Contextual Analysis
    Shazal Irshad, Eric Rozner, Apurv Bharita, and 1 more author
    In ACM HotMobile, 2020
    Best Poster Award
  2. WoSC
    Proactive Serverless Function Resource Management
    Erika Hunhoff, Shazal Irshad, Vijay Thurimella, and 2 more authors
    In Proceedings of the Sixth International Workshop on Serverless Computing (WoSC), 2020