iamgroot42

A-LINK

Code for A-LINK and A2-LINK

aug_robust_blogpost

Code used for the blogpost 'Reassessing adversarial training with fixed data augmentation'

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

distribution_inference

Code for our paper 'Formalizing Distribution Inference Risks'

miots_project

Mobile & IoT Security: Course Project

bio-adversary

blosum

A simple BLOSUM toolbox for python3

BODMAS

Blue Hexagon Open Dataset for Malware AnalysiS. Code for our DLS'21 paper - BODMAS: An Open Dataset for Learning based Temporal Analysis of PE Malware

botnet-detection

Topological botnet detection datasets and graph neural network applications

computingbiology.github.io

Website for Computational Biology / Biological Computing Course

cps_project

Course Project for Cyber-Physical Systems (CPS) Spring 2021 @ UVa

data-poisoning-release

owca

HCI Course Project

popcll_torch

VulnerabilityDetection

vulnerability detection in python source code with LSTM networks

domoritz.github.io

My homepage

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

iamgroot42.github.io

knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

miots_assignment2

Assignment 2 for M&IoTS Course

model-targeted-poisoning

code for model-targeted poisoning

montemutacon

Malware mutation via Monte Carlo Tree Search to analyze the performance of malware classifiers based on Machine Learning models.

opacus

Training PyTorch models with differential privacy

Project-1-Genome-Assembly

First Project for cs4501 Spring 2021 Computational Biology / Biological Computing

PyTorch-Model-Compare

Compare neural networks by their feature similarity

RIPPLe

Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)

robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

scurve

A library for drawing space-filling curves like the Hilbert Curve.

SimpleParsing

Simple, Elegant, Typed Argument Parsing with argparse