4 papers
Few-Shot Learning-Based Cyber Incident Detection with Augmented Context Intelligence
Fei Zuo, Junghwan Rhee, Yung Ryn Choe +2
In recent years, the adoption of cloud services has been expanding at an unprecedented rate. As more and more organizations migrate or deploy their businesses to the cloud, a multi…
Knowledge Transfer from LLMs to Provenance Analysis: A Semantic-Augmented Method for APT Detection
Fei Zuo, Junghwan Rhee, Yung Ryn Choe
Advanced Persistent Threats (APTs) have caused significant losses across a wide range of sectors, including the theft of sensitive data and harm to system integrity. As attack tech…
BinSimDB: Benchmark Dataset Construction for Fine-Grained Binary Code Similarity Analysis
Fei Zuo, Cody Tompkins, Qiang Zeng +3
Binary Code Similarity Analysis (BCSA) has a wide spectrum of applications, including plagiarism detection, vulnerability discovery, and malware analysis, thus drawing significant…
Designing a Security System Administration Course for Cybersecurity with a Companion Project
Fei Zuo, Junghwan Rhee, Myungah Park +1
In the past few years, an incident response-oriented cybersecurity program has been constructed at University of Central Oklahoma. As a core course in the newly-established curricu…