5 citations · 5 across the 3 of their papers we have counts for
3 papers
Enhancing Illicit Activity Detection using XAI: A Multimodal Graph-LLM Framework
Jack Nicholls, Aditya Kuppa, Nhien-An Le-Khac
Financial cybercrime prevention is an increasing issue with many organisations and governments. As deep learning models have progressed to identify illicit activity on various fina…
Learn to Adapt: Robust Drift Detection in Security Domain
Aditya Kuppa, Nhien-An Le-Khac
Deploying robust machine learning models has to account for concept drifts arising due to the dynamically changing and non-stationary nature of data. Addressing drifts is particula…
Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection
Aditya Kuppa, Slawomir Grzonkowski, Muhammad Rizwan Asghar +1
Advanced attack campaigns span across multiple stages and stay stealthy for long time periods. There is a growing trend of attackers using off-the-shelf tools and pre-installed sys…