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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
malware classification
biblio
Adversary Resistant Deep Neural Networks with an Application to Malware Detection
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
resilience
privacy
pubcrawl
Human behavior
image recognition
Metrics
Resiliency
deep neural networks
malware classification
adversarial sample
biblio
Scalable Function Call Graph-based Malware Classification
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
resilience
privacy
pubcrawl
Human behavior
Metrics
Resiliency
malware classification
graph classification
biblio
Classification of Malware programs using autoencoders based deep learning architecture and its application to the microsoft malware Classification challenge (BIG 2015) dataset
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
privacy
microcontrollers
Microsoft Malware Classification Challenge BIG2015
microsoft malware Classification challenge dataset
neural network
pattern classification
Pattern recognition
pattern recognition algorithms
principle component analysis
Metrics
pubcrawl
resilience
Resiliency
security
sensors
superior architecture
Time factors
gray scale images
autoencoder
classification process
classifier
Cybersecurity
deep learning
deep learning architecture
Devices
Global Positioning System
Acoustics
Human behavior
invasive software
Latches
learning (artificial intelligence)
malicious programs
malware classification
malware programs
biblio
Malware classification using static analysis based features
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
malware classification
Vegetation
Training
static analysis
Resiliency
resilience
pubcrawl
program diagnostics
privacy
pattern classification
ordinary opcode n-gram based features
Metrics
anti-virus vendors
malware binaries
malware
machine learning features
machine learning algorithms
learning (artificial intelligence)
Human behavior
feature extraction
Decision trees
control statement shingling
computer viruses
biblio
Profile hidden Markov model for malware classification \#x2014; usage of system call sequence for malware classification
Submitted by grigby1 on Wed, 06/20/2018 - 12:55pm
obfuscation
Trojan horses
tools
system call sequence
system call
Resiliency
resilience
pubcrawl
proteins
protein sequences
profile hidden markov model
privacy
pattern classification
obfuscation technique
bioinformatics
microsoft windows
Metrics
malware technology
malware files
malware classification
malware
invasive software
Human behavior
Hidden Markov models
Grippers
DNA sequences
DNA
biological informatics
biblio
EntropyVis: Malware classification
Submitted by grigby1 on Wed, 06/20/2018 - 12:55pm
malicious Windows Portable Executable files
visualization analysis
visualization
Resiliency
resilience
pubcrawl
privacy
nearest neighbour methods
Metrics
malware writers
malware variants
malware similarity
malware features
malware classification
malware
Brightness
local entropy images
kNN algorithm
k-Nearest Neighbor classification algorithm
Jaccard index
invasive software
image classification
Human behavior
Generators
feature extraction
EntropyVis
entropy pixel images
Entropy
Data visualization
data visualisation
biblio
Machine Learning for Encrypted Malware Traffic Classification: Accounting for Noisy Labels and Non-Stationarity
Submitted by grigby1 on Mon, 06/11/2018 - 3:40pm
composability
machine learning
malware classification
malware detection
Metrics
network accountability
network security
pubcrawl
resilience
Resiliency
TLS
biblio
Malware Analysis of Imaged Binary Samples by Convolutional Neural Network with Attention Mechanism
Submitted by grigby1 on Thu, 06/07/2018 - 3:03pm
malware classification
attention mechanism
collaboration
convolutional neural network
cyber physical systems
Malware Analysis
Metrics
neural networks security
Policy
policy-based governance
Policy-Governed Secure Collaboration
pubcrawl
resilience
Resiliency
biblio
Malware Classification and Class Imbalance via Stochastic Hashed LZJD
Submitted by grigby1 on Wed, 05/30/2018 - 4:02pm
collaboration
cyber security
Human behavior
Human Factors
lzjd
malware classification
Metrics
policy-based governance
pubcrawl
resilience
Resiliency
security weaknesses
shwel
biblio
Fast Model Learning for the Detection of Malicious Digital Documents
Submitted by grigby1 on Fri, 02/02/2018 - 1:28pm
malware classification
Anomaly Detection
composability
dynamic analysis
malware detection
pubcrawl
Scalability
software assurance
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