Pinned Repositories
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
zhangxiaohuan968's Repositories
zhangxiaohuan968/aushape
A library and a tool for converting audit logs to XML and JSON
zhangxiaohuan968/cnn-lstm-based-malware-document-classification
use cnn/lstm and ensembling model to classify different documents, according to the api sequences each document calls.
zhangxiaohuan968/Datacon2019-Malicious-Code-DataSet-Stage1
zhangxiaohuan968/Datacon2019-Malicious-Code-DataSet-Stage2
zhangxiaohuan968/detector_mw
Optimizer for Malware Detection. Api Calls Sequence of Benign Files are provided.
zhangxiaohuan968/guided-feature-inversion
PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion
zhangxiaohuan968/lash
Large-Scale Sequence Mining with Hierarchies
zhangxiaohuan968/Model-Inversion-Attack
Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)
zhangxiaohuan968/MSC-PROJECT-BACKUP
zhangxiaohuan968/NtMalDetect
Open source malware detection program using machine learning algorithms on system call traces.
zhangxiaohuan968/PrefixSpan
Sequential Pattern Mining - PrefixSpan - Fitting the implementation of Tianming Lu with the Spark MLlib Python API
zhangxiaohuan968/prefixspan_hadoop
datamining using hadoop and prefixspan algorithm
zhangxiaohuan968/transE
transE算法 简单python实现 FB15k
zhangxiaohuan968/transE-1
zhangxiaohuan968/Understanding-Deep-Image-Representations-by-Inverting-Them
Reconstructing the content of image based on paper "Understanding Deep Image Representations by Inverting Them"
zhangxiaohuan968/x11clipboard
Two minimal "hello worlds" for X11 clipboard, one to COPY, one to PASTE