Cyber Data Analytics Project-

This repository consists solving tasks relating to the following topics-

1. Assignment 1- Learned how to dealing with class imbalance using SMOTE and applied ML techniques for credit fraud detection.
2. Assignment 2- Executed anomaly detection for time-series using ARMA and PCA techniques.
3. Assignment 3- Detected anomalies in network traffic data and understood how to use hashing for counting occurrences of unique events in large streams of data.
4. Assignment 4- Made use of adversarial machine learning to deal with adversarially modified samples using dfgsm.