Sanghyun-Hong

DeepRecon

[arXiv'18] Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks

DeepSloth

[ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference"

Gradient-Shaping

[Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

DeepStamp

[NDSS'19] Code for the Poster: "On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset"

How-to-0wn-NAS-in-Your-Spare-Time

[ICLR'20] How to 0wn NAS in Your Spare Time

NLPProjects

The repository for the projects in the class Computational Linguistics 1 (NLP)

ATMC

[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”

automatic-watermark-detection

Implementation of the Watermark Removal Method Presented in CVPR 2017

CancerModeling

The repository for the projects in the Network Analysis and Modeling of Biological Systems (CMSC703)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

libfixedtimefixedpoint

A library for doing constant-time fixed-point numeric operations

lime

Lime: Explaining the predictions of any machine learning classifier

portsmash

pyfac

Python implementation of Sum-Product for Factor Graphs

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

Scorpion-IPA

This project aims to create source code for a imaging payload of a nanosatellite based on FreeRTOS.

security-bulletins

Security Bulletins that relate to Netflix Open Source

Shallow-Deep-Networks

Source Code for ICML 2019 Paper "Shallow-Deep Networks: Understanding and Mitigating Network Overthinking"

sumproduct

Sum product algorithm - Belief propagation (message passing) for factor graphs

vgg-face.pytorch

VGG-Face Descriptor port to pytorch

VirusTotal-Tools

vision

Datasets, Transforms and Models specific to Computer Vision

vits-for-small-scale-datasets

[BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"

WatermarkNN

Watermarking Deep Neural Networks (USENIX 2018)

xenadmin

XenCenter, the Windows management console for XenServer

xentrace-analysis

Tools for analyzing performance of Xen hypervisor and it's guest domains.