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Graphimage

GraphDART: Graph Distillation for Efficient Advanced Persistent Threat Detection

GraphDART, a modular framework designed to distill provenance graphs into compact yet informative representations, enabling scalable and effective anomaly detection.

author

By Saba Fathi Rabooki

RMIT PhD Candidate

Date

2025

Fine-tuningimage

Fine-tuned large language models into traditional back-end web architectures

A novel approach using a fine-tuned LLama3 model as a modular back-end component capable of processing JSON-formatted inputs and outputs.

author

By Chuan Zhang

Senior Software Engineer

Date

2025

Evaluationimage

Automated leaderboard system for hackathon evaluation using large language models

A novel hybrid evaluation framework that leverages large language models (LLMs) and a weighted scoring mechanism to address automated grading systems's bias.

author

By Bowen

RMIT Casual Researcher

Date

2025