Portfolio

Projects

Here are some projects I've worked on in the past.

Mar 9, 2025

Attacking Cache Microarchitecture using PRIME+PROBE

Implementing a PRIME+PROBE cache side-channel attack against Cascade Lake CPUs to read a victim process's repeated L2 cache accesses.

Degradation Methods for Real-World Video Super-Resolution

Synthesizing a realistic benchmark dataset (AVLQ) and benchmarking a state-of-the-art diffusion model against older approaches for real-world video super-resolution.

Deep Learning Model for Lung Nodule Detection from CT Scans

A work-in-progress deep learning model targeting the LUNA 2016 Grand Challenge, identifying malignant lung nodules from CT scans.

Gesture and Pose Analysis for Parkinson's Disease

Building gesture-detection and feature-extraction pipelines with MediaPipe and XGBoost to help diagnose early-onset Parkinson's Disease from video, as an ML researcher at National Taiwan University.