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

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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