9:00 am - 9:05 am
Opening Remarks
9:05 am - 9:30 am
Keynote 1
9:30 am - 9:55 am
Keynote 2
Human-Centric Design in Security Analytics
Ignoring Directionality Leads to Compromised Graph Neural Network Explanations (Short Paper)
Biometric Security and User Authentication Analysis
Eye Movement Biometrics in Virtual Reality: A Comparison between VR Headset and High-End Eye-Tracker Collected Dataset (Short Paper)
Collaborative Security and Privacy Analytics
Reliable KMDF instruction set generation for user queries based on endogenous generative LLMs
An Interactive Framework for Implementing Privacy-Preserving Federated Learning: Experiments on Large Language Models
Vulnerability Detection and Assessment
A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories (Short Paper)
Generating Secure Artificial Intelligence Model Source Code: A Reinforcement Learning Approach (Short Paper)
Threat Analysis on AI-Generated Contents (Disinformation, Adversarial Attack)
Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models (Short Paper)
Good News for Script Kiddies? Evaluating Large Language Models for Automated Exploit Generation (Short Paper)
Code Vulnerability Repair with Large Language Model using Context-Aware Prompt Tuning (Short Paper)
Examine the Robustness of Machine Learning-based Phishing Website Detection: Action-Masked Reinforcement Learning for Automated Red Teaming (Short Paper)
Malware Detection
LeoDroid: An LLM-based Few-Shot Multi-Label Detection for Android Malware