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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
invasive software
biblio
Malware propagation effects on SCADA system and smart power grid
Submitted by
aekwall
on Mon, 07/01/2019 - 10:11am
composability
critical infrastructures
Cyber Attacks
cyberattack
grid computing
Human behavior
invasive software
malware
malware propagation effects
OMNeT++ simulator
openDSS
Phasor measurement units
power engineering computing
power generation
power grids
power system security
pubcrawl
Resiliency
SCADA system
SCADA systems
SCADA Systems Security
sensors
simulated smart power grid environment
Smart Grids
smart power grids
biblio
A Multi-Classifier Framework for Open Source Malware Forensics
Submitted by
grigby1
on Mon, 07/01/2019 - 10:06am
automated manner
Bayes methods
computer network security
computer viruses
cyber attack pattern
Cyber Attacks
data cleaning
Data mining
Data models
ever-evolving threats
extensive pre-modeling techniques
feature extraction
future cyber threats
Gaussian Naive Bayes classifier
heuristics updates
invasive software
learning (artificial intelligence)
machine learning
machine learning algorithms
machine learning models
malware
malware analysis reports
malware attacks
malware forensics
manual analysis
multiclassifier framework
open source malware forensics
open source malware sandbox
pattern classification
pubcrawl
resilience
Resiliency
Scalability
Security Heuristics
security of data
traditional anti-virus technologies
Training
biblio
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Submitted by
aekwall
on Mon, 06/24/2019 - 2:43pm
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
Static and Dynamic Malware Analysis Using Machine Learning
Submitted by
aekwall
on Mon, 06/24/2019 - 2:41pm
APIs
application program interfaces
Binary
Classification algorithms
cuckoo sandbox
Data mining
DLLs
dynamic analysis
Dynamic Malware Analysis
evade
feature extraction
Human behavior
Internet oriented machines security
invasive software
learning (artificial intelligence)
machine learning
malware
Malware Analysis
malwares
Metrics
obfuscate
PEFILE
pubcrawl
registry keys changed
Resiliency
static analysis
static malware analysis
summary information
biblio
A Malware Analysis and Artifact Capture Tool
Submitted by
aekwall
on Mon, 06/24/2019 - 2:41pm
artifact capture tool
debuggers
Decompilers
Disassemblers
dynamic control
dynamic states
handwriting recognition
Human behavior
interactive malware analysis
invasive software
malware
Malware Analysis
malware artifacts
malware behavior
Metrics
microsoft windows
Monitoring
multiple code paths
obfuscation
obfuscation techniques
process flow
pubcrawl
Resiliency
sandbox
source code (software)
static analysis
static states
Syntactics
tools
Windows
biblio
A light-weight malware static visual analysis for IoT infrastructure
Submitted by
aekwall
on Mon, 06/24/2019 - 2:41pm
classification
Cloud Computing
feature extraction
Gray-scale
gray-scale image
Human behavior
hybrid global malware features
hybrid local malware features
image classification
image representation
Internet of Things
invasive software
IoT infrastructure
large-scale IoT malware
large-scale malware
light-weight malware static visual analysis
malware
Malware Analysis
malware attacks
malware family classification
malware image classification system
Metrics
microsoft windows
Microwave integrated circuits
MICS
pubcrawl
Resiliency
visualization
biblio
Dynamic malware analysis of phishing emails
Submitted by
aekwall
on Mon, 06/24/2019 - 2:41pm
active signature
anomaly signature
anti-malware
anti-virus products
automatic generation
complete dynamic analysis laboratory setting
comprehensive dynamic analysis
Computer crime
computer viruses
digital signatures
dynamic analysis laboratory setting
Dynamic Malware Analysis
Electronic mail
honeynet
Human behavior
internet
invasive software
malware
Malware Analysis
malware authors
malware samples
Metrics
network communication
operating system
Phishing
phishing emails
potentially new malwares
pubcrawl
Resiliency
Servers
Signature Generation
SPIM messages
standard analysis methodology
system monitoring
tools
biblio
One-Shot Learning Approach for Unknown Malware Classification
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
privacy
resilience
pubcrawl
Human behavior
Metrics
Training
invasive software
Task Analysis
learning (artificial intelligence)
malware
Adaptation models
neural nets
Neural networks
pattern classification
natural language processing
malware classification
static analysis
Resiliency
malware behavior
API Sequence
fewshot learning
intelligent protection systems
Least Recently Used Access
malware API calls sequence
memory augmented neural network
network systems
Neural Turing Machine
One-shot learning
one-shot learning approach
one-shot learning network
unknown malware classification
Word2Vec
biblio
Defending IT Systems against Intelligent Malware
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
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
Intelligent Malware Detection Using Oblique Random Forest Paradigm
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
privacy
resilience
machine learning
pubcrawl
Human behavior
Metrics
feature extraction
invasive software
Trojan horses
learning (artificial intelligence)
Support vector machines
pattern classification
Decision trees
malware classification
Forestry
Resiliency
behavior-based detection techniques
classification accuracy
comprehensive malware detection
computerized online applications
decision tree learning models
false positive rate
intelligent malware detection
machine learning solutions
malware behavior
malware classification datasets
Oblique Random Forest
oblique random forest ensemble learning technique
oblique random forest paradigm
security community
signature-based detection techniques
stealthy malware
unknown malware
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