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adversarial-model-inversion

Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)

apigraph

Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors

atlas

audit-log-analysis

Have fun with audit log analysis :)

aushape

A library and a tool for converting audit logs to XML and JSON

beagle

Beagle is an incident response and digital forensics tool which transforms security logs and data into graphs.

cnn-lstm-based-malware-document-classification

use cnn/lstm and ensembling model to classify different documents, according to the api sequences each document calls.

cyber_deception

datacon2019-malicious-code-dataset-stage1

datacon2019-malicious-code-dataset-stage2

deeplearningmaliciousurls

Machine Learning Models to Detect and Classify Malicious URLs

deepprivacy

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

depcomm

detector_mw

Optimizer for Malware Detection. Api Calls Sequence of Benign Files are provided.

elegant

ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes

extractor

first-pr

《GitHub实践入门》实验用仓库

gains

GAINS: Getting stArted wIth biNary analysiS

gmi-attack

guided-feature-inversion

PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion

invertinggradients

Algorithms to recover input data from their gradient signal through a neural network

lash

Large-Scale Sequence Mining with Hierarchies

learn-python3-the-hard-way

exercises of Learn python3 the hard way

malware

malware_api_class

Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers

model-inversion-attack

Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)

msc-project-backup

ntmaldetect

Open source malware detection program using machine learning algorithms on system call traces.

openke

An Open-Source Package for Knowledge Embedding (KE)

prefixspan

Sequential Pattern Mining - PrefixSpan - Fitting the implementation of Tianming Lu with the Spark MLlib Python API