A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

deepbayes

Code release for the ICML 2019 paper "Are generative classifiers more robust to adversarial attacks?"

disinfo-infra-public

Source code and training data for the academic paper "Identifying Disinformation Websites Using Infrastructure Features"

drebin

Drebin - NDSS 2014 Re-implementation

droidevolver

euphony

Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware

evademl

An evolutionary framework for evading machine learning-based malware classifiers.

generalized-umnn

Extension to multivariate unconstrained monotonic functions.

growtrees

Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

joern_cpg_to_neo4j

neo4jd3

Neo4j graph visualization using D3.js

pdf-malware-parser

PDF Malware Parser

pdfclassifier

On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

reveal

robusttrees

Robust Decision Trees Against Adversarial Examples (ICML 2019, 20 min long talk)

scikit-learn

scikit-learn: machine learning in Python

simplify

Android virtual machine and deobfuscator

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

sok

SoK: Cryptojacking Malware

spark

Apache Spark - A unified analytics engine for large-scale data processing

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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