publications

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}
   }