Aditya Chauhan

Committed graduate instructor providing educational support to undergraduate or graduate students. A knowledgeable collaborator accommodates students from diverse backgrounds.

• Malware Detection Using Online Learning Based on DoH Traffic: The motivation for this project was to present a solution to tackle the problem of malware intrusion using internet traffic, specifically DoH traffic.
• Neural Architecture Search using Ant-Colony Optimization and Genetic Algorithms: This project harnesses the power of meta-heuristic search algorithms. It seeks to identify the optimal network architecture for malware detection through two key decisions: the number of hidden layers and whether each layer should be linear or have an activation function.