Search Results for author: Aditya Kuppa

Found 2 papers, 0 papers with code

Enhancing Illicit Activity Detection using XAI: A Multimodal Graph-LLM Framework

no code implementations20 Oct 2023 Jack Nicholls, Aditya Kuppa, Nhien-An Le-Khac

We leverage a triad of deep learning models designed to distill essential representations from transaction sequencing, subgraph connectivity, and narrative generation to significantly streamline the analyst's investigative process.

Action Detection Activity Detection +1

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection

no code implementations16 May 2019 Aditya Kuppa, Slawomir Grzonkowski, Muhammad Rizwan Asghar, Nhien-An Le-Khac

Our approach is to build a neural network model utilizing Adversarial Autoencoder (AAE-$\alpha$) in order to detect the activity of an attacker who leverages off-the-shelf tools and system applications.

Attribute Group Anomaly Detection +3

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