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frown

Fastened CROWN: Tightened Neural Network Robustness Certificates

fs-net

Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”

fs-net-1

FS-Net: A Flow Sequence Network For Encrypted Traffic Classification

geometric-certificates

Geometric Certifications of Neural Nets

gloro

Library for training globally-robust neural networks.

growtrees

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

idseventgenerator

aka GENESIDS: Reads and parses rules using a "snort like" syntax and generates and sends packets that trigger events in signature based IDS (Intrusion Detection Systems) using these rules

ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

interpretation2adversary

Adversarial learning by utilizing model interpretation

interval-bound-propagation

This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

lmt

Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."

loganomaly

로그 이상치 탐지를 위한 Log Anomaly 모델 구현

logdeep

log anomaly detection toolkit including DeepLog

magic-python

Python 黑魔法手册

malware_evasion_competition

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

momentumnet

Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities.

network-intrusion-detection

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

neurallog

nfstream

NFStream: a Flexible Network Data Analysis Framework.

nprint

omnianomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

on-ell_p-robustness-of-ensemble-stumps-and-trees

Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020

papud_loganomalydetection

Log anomaly detection software developed during ITEA3/PAPUD project

pcapplusplus

PcapPlusPlus is a multiplatform C++ library for capturing, parsing and crafting of network packets. It is designed to be efficient, powerful and easy to use. It provides C++ wrappers for the most popular packet processing engines such as libpcap, WinPcap, DPDK and PF_RING.

pixeldp

planet

PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool

popqorn

An Algorithm to Quantify Robustness of Recurrent Neural Networks

provably-robust-boosting

Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019]

pytorch-dagmm

Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection