publications

2025

1. IEEE S&P-W

   In-Progress: Augmenting Explainable AI with LLMs to Enhance User Trust in Intelligent Transportation Systems

   Sohan Gyawali, Yili Jiang, and Jiaqi Huang

   2025
2. arXiv

   Detecting Backdoor Attacks via Similarity in Semantic Communication Systems

   Ziyang Wei, Yili Jiang, Jiaqi Huang, and 2 more authors

   2025

2024

1. IEEE CARS

   DynaDetect2.0: Improving Detection Accuracy of Data Poisoning Attacks

   Sabrina Perry, Yili Jiang, Fangtian Zhong, and 2 more authors

   2024
2. IEEE UEMCON

   The Dark Side of AI: Large Language Models as Tools for Cyber Attacks on Vehicle Systems

   Yusuf Usman, Prashnna K Gyawali, Sohan Gyawali, and 1 more author

   2024
3. IEEE UEMCON

   Enhancing Phishing Detection with AI: A Novel Dataset and Comprehensive Analysis Using Machine Learning and Large Language Models

   Robin Chataut, Yusuf Usman, Chowdhury Mohammad Abid Rahman, and 2 more authors

   2024
4. IEEE VTC

   Semi-supervised Federated Learning for Misbehavior Detection of BSMs in Vehicular Networks

   Jiaqi Huang, Yili Jiang, Sohan Gyawali, and 2 more authors

   2024
5. IEEE SoSE

   Leveraging Explainable AI for Actionable Insights in IoT Intrusion Detection

   Sohan Gyawali, Jiaqi Huang, and Yili Jiang

   2024
6. IEEE MOST

   Poster: Machine Learning Based False Position Detection Using Data-to-Image Transformation

   Xian Chen, Yili Jiang, Jiaqi Huan, and 1 more author

   2024

2023

1. IEEE MILCOM

   Enhanced and Explainable Deep Learning-Based Intrusion Detection in IoT Networks

   Sohan Gyawali, Kamran Sartipi, Benjamin Van Ravesteyn, and 2 more authors

   2023

   Bib

   @inproceedings{10356373,
     author = {Gyawali, Sohan and Sartipi, Kamran and Van Ravesteyn, Benjamin and Huang, Jiaqi and Jiang, Yili},
     booktitle = {MILCOM 2023 - 2023 IEEE Military Communications Conference (MILCOM)},
     title = {Enhanced and Explainable Deep Learning-Based Intrusion Detection in IoT Networks},
     year = {2023},
     volume = {},
     number = {},
     pages = {649-654},
     doi = {10.1109/MILCOM58377.2023.10356373}
   }

2. IEEE ICSPCS

   Distributed Neural Network-Based DDoS Detection in Vehicular Communication Systems

   Nicholas Jaton, Sohan Gyawali, and Yi Qian

   2023

   Bib

   @inproceedings{10261135,
     author = {Jaton, Nicholas and Gyawali, Sohan and Qian, Yi},
     booktitle = {2023 16th International Conference on Signal Processing and Communication System (ICSPCS)},
     title = {Distributed Neural Network-Based DDoS Detection in Vehicular Communication Systems},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-9},
     doi = {10.1109/ICSPCS58109.2023.10261135}
   }

2022

1. IEEE GLOBECOM

   A Multi-objective Model for Misbehavior Detection in IoV

   Jiaqi Huang, Jiahuan Lv, Zhiguo Zhou, and 2 more authors

   2022

   Bib

   @inproceedings{10000959,
     author = {Huang, Jiaqi and Lv, Jiahuan and Zhou, Zhiguo and Gyawali, Sohan and Qian, Yi},
     booktitle = {GLOBECOM 2022 - 2022 IEEE Global Communications Conference},
     title = {A Multi-objective Model for Misbehavior Detection in IoV},
     year = {2022},
     volume = {},
     number = {},
     pages = {4395-4400},
     doi = {10.1109/GLOBECOM48099.2022.10000959}
   }

2. IEEE VTC

   Local perception and BSM based misbehavior detection in Intelligent Transportation System

   Sohan Gyawali, Takayuki Shimizu, Hongsheng Lu, and 3 more authors

   2022

   Bib

   @inproceedings{10012976,
     author = {Gyawali, Sohan and Shimizu, Takayuki and Lu, Hongsheng and Clifford, Michael and Kenney, John and Qian, Yi},
     booktitle = {2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)},
     title = {Local perception and BSM based misbehavior detection in Intelligent Transportation System},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-5},
     doi = {10.1109/VTC2022-Fall57202.2022.10012976}
   }

3. IEEE INFOCOM

   Cyber Attacks Detection using Machine Learning in Smart Grid Systems

   Sohan Gyawali, and Omar Beg

   2022

   Bib

   @inproceedings{9797941,
     author = {Gyawali, Sohan and Beg, Omar},
     booktitle = {IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)},
     title = {Cyber Attacks Detection using Machine Learning in Smart Grid Systems},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-2},
     doi = {10.1109/INFOCOMWKSHPS54753.2022.9797941}
   }

2021

1. IEEE TVT

   A Privacy-Preserving Misbehavior Detection System in Vehicular Communication Networks

   Sohan Gyawali, Yi Qian, and Rose Qingyang Hu

   IEEE Transactions on Vehicular Technology 2021

   Bib

   @article{9428522,
     author = {Gyawali, Sohan and Qian, Yi and Hu, Rose Qingyang},
     journal = {IEEE Transactions on Vehicular Technology},
     title = {A Privacy-Preserving Misbehavior Detection System in Vehicular Communication Networks},
     year = {2021},
     volume = {70},
     number = {6},
     pages = {6147-6158},
     doi = {10.1109/TVT.2021.3079385}
   }

2. IEEE TVT

   Deep Reinforcement Learning Based Dynamic Reputation Policy in 5G Based Vehicular Communication Networks

   Sohan Gyawali, Yi Qian, and Rose Qingyang Hu

   IEEE Transactions on Vehicular Technology 2021

   Bib

   @article{9428520,
     author = {Gyawali, Sohan and Qian, Yi and Hu, Rose Qingyang},
     journal = {IEEE Transactions on Vehicular Technology},
     title = {Deep Reinforcement Learning Based Dynamic Reputation Policy in 5G Based Vehicular Communication Networks},
     year = {2021},
     volume = {70},
     number = {6},
     pages = {6136-6146},
     doi = {10.1109/TVT.2021.3079379}
   }

3. IEEE COMST

   Challenges and Solutions for Cellular Based V2X Communications

   Sohan Gyawali, Shengjie Xu, Yi Qian, and 1 more author

   IEEE Communications Surveys & Tutorials 2021

   Bib

   @article{9217500,
     author = {Gyawali, Sohan and Xu, Shengjie and Qian, Yi and Hu, Rose Qingyang},
     journal = {IEEE Communications Surveys & Tutorials},
     title = {Challenges and Solutions for Cellular Based V2X Communications},
     year = {2021},
     volume = {23},
     number = {1},
     pages = {222-255},
     %url = {https://www.comsoc.org/publications/journals/ieee-comst},
     doi = {10.1109/COMST.2020.3029723}
   }

2020

1. IEEE TVT

   Machine Learning and Reputation Based Misbehavior Detection in Vehicular Communication Networks

   Sohan Gyawali, Yi Qian, and Rose Qingyang Hu

   IEEE Transactions on Vehicular Technology 2020

   Bib

   @article{9099055,
     author = {Gyawali, Sohan and Qian, Yi and Hu, Rose Qingyang},
     journal = {IEEE Transactions on Vehicular Technology},
     title = {Machine Learning and Reputation Based Misbehavior Detection in Vehicular Communication Networks},
     year = {2020},
     volume = {69},
     number = {8},
     pages = {8871-8885},
     doi = {10.1109/TVT.2020.2996620}
   }

2019

1. IEEE GLOBECOM

   Resource Allocation in Vehicular Communications Using Graph and Deep Reinforcement Learning

   Sohan Gyawali, Yi Qian, and Rose Qingyang Hu

   2019

   Bib

   @inproceedings{9013594,
     author = {Gyawali, Sohan and Qian, Yi and Hu, Rose Qingyang},
     booktitle = {2019 IEEE Global Communications Conference (GLOBECOM)},
     title = {Resource Allocation in Vehicular Communications Using Graph and Deep Reinforcement Learning},
     year = {2019},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/GLOBECOM38437.2019.9013594}
   }

2. IEEE ICC

   Misbehavior Detection using Machine Learning in Vehicular Communication Networks

   Sohan Gyawali, and Yi Qian

   2019

   Bib

   @inproceedings{8761300,
     author = {Gyawali, Sohan and Qian, Yi},
     booktitle = {ICC 2019 - 2019 IEEE International Conference on Communications (ICC)},
     title = {Misbehavior Detection using Machine Learning in Vehicular Communication Networks},
     year = {2019},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/ICC.2019.8761300}
   }

2018

1. IEEE VTC

   A D2D Based Clustering Scheme for Public Safety Communications

   Sohan Gyawali, Shengjie Xu, Feng Ye, and 2 more authors

   2018

   Bib

   @inproceedings{8417844,
     author = {Gyawali, Sohan and Xu, Shengjie and Ye, Feng and Hu, Rose Qingyang and Qian, Yi},
     booktitle = {2018 IEEE 87th Vehicular Technology Conference (VTC Spring)},
     title = {A D2D Based Clustering Scheme for Public Safety Communications},
     year = {2018},
     volume = {},
     number = {},
     pages = {1-5},
     doi = {10.1109/VTCSpring.2018.8417844}
   }