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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
malware detection
biblio
Peer Based Tracking Using Multi-Tuple Indexing for Network Traffic Analysis and Malware Detection
Submitted by
grigby1
on Thu, 01/02/2020 - 1:41pm
5-tuple flow tables
botnet
command and control systems
computer network security
Data Streaming
expert system rule set
expert systems
flow connection concept
generated metadata
Human Factors
Indexes
Internet of Things
Intrusion Detection Systems
invasive software
IoT devices
IP networks
malicious behaviours
malicious network threats
malware
malware detection
meta data
multipeered ZeuS botnet
multiple 5 tuple communications
multituple indexing
network analytics tools
Network Behavioural detection
network traffic analysis
network traffic behaviour
Next generation firewall
next generation firewalls
packet content
peer based tracking
Peer-to-peer computing
privacy
Protocols
pubcrawl
Scalability
single tuple flow types
standard IDS systems
standards
TCP/IP fields
telecommunication traffic
traditional firewalls
transport protocols
video streaming
Zeus botnet
biblio
Deep in the Dark - Deep Learning-Based Malware Traffic Detection Without Expert Knowledge
Submitted by
grigby1
on Thu, 01/02/2020 - 1:41pm
Analytical models
classification
computer architecture
computer network security
Data models
deep learning
deep learning models
deep learning-based malware traffic detection
expert handcrafted features
expert systems
feature extraction
Human Factors
invasive software
learning (artificial intelligence)
machine learning-based systems
malware
malware detection
malware network traffic
network security applications
network traffic
networking attacks
pattern classification
privacy
pubcrawl
Raw Measurements
raw-traffic feature representations
robust network security systems
Scalability
telecommunication traffic
Training
biblio
Phishing E-Mail Detection by Using Deep Learning Algorithms
Submitted by
grigby1
on Tue, 11/26/2019 - 2:48pm
classification
deep learning
Human behavior
human factor
machine learning
malware detection
Phishing
pubcrawl
supervised learning
biblio
An Effective Ensemble Deep Learning Framework for Malware Detection
Submitted by
aekwall
on Mon, 10/07/2019 - 10:43am
Resiliency
pubcrawl
composability
Ransomware
Metrics
malware detection
Ensemble Method
Residual Convolutional Neural Network
biblio
Static and Dynamic Analysis of Third Generation Cerber Ransomware
Submitted by
aekwall
on Mon, 10/07/2019 - 10:42am
Big Data
Cerber
composability
Computer crime
criminal justice
Cryptography
cyber criminals
cyber terrorism
deep learning
economical scumming
encryption
invasive software
malicious ransomware software
malware
malware detection
Metrics
official databases
political power
pubcrawl
Ransomware
Resiliency
social power
technical analysis
third generation cerber ransomware
biblio
Attention in Recurrent Neural Networks for Ransomware Detection
Submitted by
aekwall
on Mon, 10/07/2019 - 10:42am
attention mechanisms
composability
computer architecture
computer security
deep learning
deep learning methods
invasive software
learning (artificial intelligence)
Logic gates
Long short-term memory
LSTM
LSTM models
malicious software
malware detection
Metrics
Microprocessors
organizational level
pubcrawl
Ransomware
ransomware attacks
ransomware detection
ransomware executables
ransomware sequences
recurrent neural nets
Recurrent neural networks
Resiliency
user access
Windows environment
biblio
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Submitted by
aekwall
on Mon, 06/24/2019 - 1:43pm
adversarial attacks
adversarial learning
adversarial learning-based attacks
adversarial neural malware detection models
anti-malware companies
anti-malware engine
classification algorithm
computer security
crafting adversarial samples
deep learning
deep learning classification systems
deep learning-based systems
dynamic analysis-based
Dynamic Malware Classification
Engines
Human behavior
invasive software
Jacobian matrices
learning (artificial intelligence)
malware
Malware Analysis
malware classification accuracy
malware detection
Metrics
Neural networks
pattern classification
program diagnostics
pubcrawl
Resiliency
static analysis-based malware classifiers
Training
biblio
A Novel Malware Analysis Framework for Malware Detection and Classification Using Machine Learning Approach
Submitted by
aekwall
on Mon, 06/24/2019 - 1:41pm
cuckoo sandbox
Human behavior
Malware Analysis
malware classification
malware detection
Metrics
pubcrawl
Resiliency
SMO
static and dynamic analysis
biblio
Defending IT Systems against Intelligent Malware
Submitted by
grigby1
on Mon, 06/10/2019 - 1:02pm
adversarial examples
Antivirus Software vendors
ART
Classification algorithms
dynamic analysis
Gallium nitride
generative adversarial network
generative adversarial networks
Human behavior
intelligent malware
invasive software
IT systems
learning (artificial intelligence)
machine learning
machine learning algorithms
malware
Malware Analysis
malware binaries
malware classification
malware detection
malware families
malware images
malware variants
Metrics
neural nets
privacy
pubcrawl
resilience
Resiliency
Signatures
static analysis
Training
unsupervised deep neural networks
biblio
Classifying Malware Using Convolutional Gated Neural Network
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
CNN
convolutional gated recurrent neural network model
convolutional neural networks
Deep Neural Network
feedforward neural nets
Gated Recurrent Unit
Human behavior
information technology society
invasive software
Logic gates
machine learning
malicious software
malware
malware classification
malware detection
Metrics
microsoft malware classification challenge
neural network
pattern classification
privacy
pubcrawl
recurrent neural nets
Recurrent neural networks
resilience
Resiliency
Task Analysis
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