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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
feature extraction
biblio
Applying Convolutional Neural Network for Malware Detection
Submitted by
grigby1
on Mon, 04/06/2020 - 2:24pm
binary code analysis
composability
computer network security
convolutional neural nets
convolutional neural networks
Convolutional Neural Networks (CNN)
cyber physical systems
deep learning
feature extraction
internet
invasive software
knowledge based systems
learning (artificial intelligence)
machine learning
malware
malware detection
malware detection efficiency
malware renders conventional detection techniques
Metrics
network administrators
network coding
Personnel
Predictive models
pubcrawl
resilience
Resiliency
source code
Source code analysis
testing
Training
biblio
A Hybrid Technique To Detect Botnets, Based on P2P Traffic Similarity
Submitted by
aekwall
on Mon, 04/06/2020 - 10:14am
botnet
Computer crime
computer network security
IP networks
telecommunication traffic
Protocols
invasive software
Classification algorithms
machine learning algorithms
transport protocols
network security
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
Peer-to-peer computing
Metrics
pattern classification
machine learning techniques
machine learning classifiers
Anomaly Detection
network traffic
Scalability
Human Factors
hypermedia
Botnet detection
conversation features
data flow features
DNS query
flow counting
flow similarity
hybrid technique
malicious services
multiple malicious codes
non-P2P traffic filtering mechanism
P2P botnet traffic detection
P2P traffic identification
P2P traffic similarity
peer-to-peer botnets
phishing links
two-stage detection method
two-stage traffic classification method
peer to peer security
biblio
Security Lock with Effective Verification Traits
Submitted by
aekwall
on Mon, 04/06/2020 - 10:05am
security
Scalability
authorisation
Linux
feature extraction
learning (artificial intelligence)
machine learning
Resiliency
Human behavior
pubcrawl
password
Cameras
Fingerprint recognition
face recognition
facial recognition
graphical user interfaces
interactive GUI
machine learning operations
multi-layer
multilevel security system
multiple layer security system
physical security
Raspberry Pi microcomputers
recognition
security lock
security locker solution
smart box
speech pattern recognition
Speech recognition
TensorFlow
vein pattern recognition
vein recognition
Veins
verification traits
Viola and Jones
pattern locks
biblio
Research on Network Malicious Code Detection and Provenance Tracking in Future Network
Submitted by
aekwall
on Mon, 04/06/2020 - 9:56am
computer network security
malware
security
invasive software
Classification algorithms
machine learning algorithms
SDN network
network security
feature extraction
Feature Selection
Resiliency
pubcrawl
composability
Computational modeling
pattern classification
Analytical models
mobile network
software defined networking
classification algorithm
Predictive Metrics
cyber physical systems
network coding
Behavior features
detection method
feature selection methods
host node
malicious code detection
malware detection system
matching classification method
Mobile communication
network controller
network malicious code detection
optimal feature subset
propagation model
switch node
biblio
An Ensemble Approach for Suspicious Traffic Detection from High Recall Network Alerts
Submitted by
grigby1
on Fri, 04/03/2020 - 12:19pm
Training
feature extraction
machine learning
Forestry
Support vector machines
pubcrawl
security
Kernel
Metrics
graph mining
search engines
web spam
webgraphs
predictive security metrics
biblio
Image steganography using texture features and GANs
Submitted by
aekwall
on Mon, 03/30/2020 - 11:40am
feature extraction
Resiliency
pubcrawl
Cryptography
cyber physical systems
QR code
QR codes
deep neural networks
image texture
mean squared error
secret information
Steganography
adversarial discriminator
Adversarial training
complex texture regions
convolutional network
cover images
encoder-decoder framework
hidden writing
Image Steganography
invisible perturbations
natural images
stego image distortions
stego images
texture feature
texture features
texture-based loss
truncated layer
varisized images
biblio
A Robust Malware Detection System Using Deep Learning on API Calls
Submitted by
grigby1
on Fri, 03/27/2020 - 11:37am
Logic gates
deep learning
learning (artificial intelligence)
collaboration
feature extraction
Neural networks
pubcrawl
policy-based governance
composability
malware
invasive software
sandboxing
application program interfaces
cuckoo sandbox
API
API calls
API sequences
BLSTM
component
computer security
malware detection
massive datasets
massive malware
neural nets
Object oriented modeling
redundant API
robust malware detection system
biblio
An Intelligent Behavior-Based Ransomware Detection System For Android Platform
Submitted by
aekwall
on Mon, 03/23/2020 - 1:26pm
encryption
feature extraction
Resiliency
pubcrawl
composability
Ransomware
Metrics
APIs
Androids
Humanoid robots
Android ransomware
permissions
biblio
An Effective Android Ransomware Detection Through Multi-Factor Feature Filtration and Recurrent Neural Network
Submitted by
aekwall
on Mon, 03/23/2020 - 1:25pm
security
smart devices
invasive software
mobile computing
feature extraction
Feature Selection
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Ransomware
deep learning
Metrics
Digital Forensics
Malware Analysis
smart phones
forensic analysis
recurrent neural nets
defense mechanisms
recurrent neural network
Android environment
Android malware
Android malware dataset
Android ransomware detection
deep learning-based malware detection model
feature filtration techniques
feature selection algorithms
filtration
Long short-term memory
majority voting process
multifactor feature filtration
biblio
Ransomware detection using process mining and classification algorithms
Submitted by
aekwall
on Mon, 03/23/2020 - 1:25pm
Classification algorithms
composability
computing power
Data mining
detection ransomwares
feature extraction
internet
Internet users
invasive software
J48
Metrics
pattern classification
process mining
process mining methods
process model
pubcrawl
Random Forest
random forest algorithms
Ransomware
ransomware attacks
ransomware detection
Resiliency
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