Identity Authorization & Authentication

• Built a data processing pipeline to collect system calls from the Linux kernel and process sections of the output stream to be used as model features.

• Strengthened application security by developing a model based on time-series forecasting and LSTM neural networks to successfully identify malicious behavior like searching for sensitive information or crypto mining attacks.

• Developed a feature to alert users of suspicious activity based on model predictions.