Lucas Carr

MSc Computer Science student at the University of Cape Town, focused on Knowledge Representation and Reasoning (KR). More specifically, looking at explainable AI.

Cape Town, South Africa

email: crrluc003 [@] myuct.ac.za

github · resume ·

Lucas Carr

About

I'm a fifth year computer science student at the University of Cape Town, currently pursuing a masters under the supervision of Professor Tommie Meyer. Currently, I'm familiarizing myself with Prof. Darwiche's (UCLA) work on logic for explaining ML model's decision making. A youtube playlist of this can be found here

Research

Deep Learning for Flow-Based Detection and Classification of Encrypted Botnet Traffic

Evaluated different deep learning algoirthm's capabilities when classifying encrypted Botnet traffic. Capability was a measure of accuracy, false-positive rate, false-negative rate, memory requirements, and inference time.