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Achievement: YOLOAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

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shahriar0651/README.md

Hi there 👋

LinkedIn | Gmail

I am a Ph.D. candidate in Computer Science at Virginia Tech, working as a Graduate Research Assistant in the CNSR Lab under Dr. Wenjing Lou. My research focuses on the intersection of machine learning and cybersecurity, specifically for cyber-physical systems like connected and autonomous vehicles. I use data-driven methods to design innovative solutions for security challenges in these domains.

Publications

Check out my publications on:

Google Scholar

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  1. NoiSec NoiSec Public

    Official Implementation of the NoiSec [ESORICS'25] paper: Let the Noise Speak — A Unified Defense Against Adversarial and Backdoor Attacks

    Jupyter Notebook

  2. VehiGAN VehiGAN Public

    VehiGAN: Generative Adversarial Networks for Adversarially Robust V2X Misbehavior Detection Systems

    Python 6

  3. CANShield CANShield Public

    CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level

    Python 15 1

  4. CANTropy CANTropy Public

    CANtropy: Time Series Feature Extraction-Based Intrusion Detection Systems for Controller Area Networks

    Python 1 1