What can you do with a Neural Network?
This is a collection of experiments and exercises done with various neural network structure.
Includes supervised learning and time series.
Project Papers
- Hartpence, Bruce, and Andres Kwasinski. "Combating TCP port scan attacks using sequential neural networks." 2020 International Conference on Computing, Networking and Communications (ICNC). IEEE, 2020.
- Hartpence, Bruce, and Andres Kwasinski. "CNN and MLP neural network ensembles for packet classification and adversary defense." Intelligent and Converged Networks 2.1 (2021): 66-82.
- Hartpence, Bruce, and Andres Kwasinski. "Fast internet packet and flow classification based on artificial neural networks." 2019 SoutheastCon. IEEE, 2019.
- Hartpence, Bruce. Neural Network Architectures and Ensembles for Packet Classification: Addressing Visibility, Security and Quality of Service Challenges in Communication Networks. Rochester Institute of Technology, 2020.
- Hartpence, Bruce, and Andres Kwasinski. "Considering the blackbox: An investigation of optimization techniques with completely balanced datasets of packet traffic." 2019 IEEE International Conference on Big Data (Big Data). IEEE, 2019.
- Hartpence, Bruce, and Andres Kwasinski. "A convolutional neural network approach to improving network visibility." 2020 29th Wireless and Optical Communications Conference (WOCC). IEEE, 2020.
Student Research Team
Gavin Hunsinger:
Student in the ISchool - let's go!
Sinhdu Munugoti:
Student in the ISchool - joins us from afar
Zachary Riback:
Student in the Computer Security department- Python king
Faria Sultana:
Student in the ISchool - not enough hours in the day
Faculty Research Team
Bruce Hartpence:
Professor in the ISchool, research interests include machine learning, wired and wireless networks, gamification
Daryl Johnson:
Professor in the Computer Security department, research interests include covert channels and system security.
Bill Stackpole (retired):
Professor in the Computer Security department, research interests include OSINT, directory protocols and playing the guitar.