Sanghyun Hong's Projects
[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”
Implementation of the Watermark Removal Method Presented in CVPR 2017
The repository for the projects in the Network Analysis and Modeling of Biological Systems (CMSC703)
[arXiv'18] Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks
[ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference"
[NDSS'19] Code for the Poster: "On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset"
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
[Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
[ICLR'20] How to 0wn NAS in Your Spare Time
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
A library for doing constant-time fixed-point numeric operations
Lime: Explaining the predictions of any machine learning classifier
The repository for the projects in the class Computational Linguistics 1 (NLP)
Python implementation of Sum-Product for Factor Graphs
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
A very simple generative adversarial network (GAN) in PyTorch
This project aims to create source code for a imaging payload of a nanosatellite based on FreeRTOS.
Security Bulletins that relate to Netflix Open Source
Source Code for ICML 2019 Paper "Shallow-Deep Networks: Understanding and Mitigating Network Overthinking"
Sum product algorithm - Belief propagation (message passing) for factor graphs
VGG-Face Descriptor port to pytorch
Datasets, Transforms and Models specific to Computer Vision
[BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"
Watermarking Deep Neural Networks (USENIX 2018)
XenCenter, the Windows management console for XenServer
Tools for analyzing performance of Xen hypervisor and it's guest domains.