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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
feature extraction
biblio
A Study of Network Covert Channel Detection Based on Deep Learning
Submitted by
grigby1
on Thu, 09/05/2019 - 11:25am
deep learning
security
resilience
machine learning
Scalability
feature extraction
Training
Data models
learning (artificial intelligence)
computer network security
machine learning algorithms
information security
Compositionality
covert channels
detection algorithms
algorithmic model
complex covert channels
computer covert channel
covert channel detection
deep learning algorithm
deep learning model
detection model
network covert channel
network covert channel detection
biblio
Packet Length Covert Channel: A Detection Scheme
Submitted by
grigby1
on Thu, 09/05/2019 - 11:24am
security
Reliability
resilience
machine learning
feature extraction
Scalability
Protocols
learning (artificial intelligence)
telecommunication security
telecommunication traffic
Compositionality
Receivers
detection
Communication channels
covert channels
covert channel
packet radio networks
communication channel
content development
content-based features
covert traffic
elimination
frequency-based features
illegal information flow
machine learning based detection scheme
network protocols
normal terrific
packet length covert channel
packet size covert channel
Prevention
security attack
system security policies
telecommunication channels
undetectable network covert channels
biblio
Detecting Malicious Authentication Events Trustfully
Submitted by
grigby1
on Mon, 08/05/2019 - 11:36am
Anomaly Detection
authentication
authentication event
Bipartite graph
collaboration
Computational modeling
false attacks
false negative rate
false positive rate
false trust
feature extraction
Forestry
learning (artificial intelligence)
legitimate user behavior
logistic regression model
Logistics
LogitBoost model
Los Alamos dataset
malicious authentication event detection
malicious class
pattern classification
policy-based governance
Predictive models
pubcrawl
random forest model
regression analysis
resilience
Resiliency
Scalability
security logs
supervised learning technique
Trusted Computing
trustful predictions
ultimately majority voting model
biblio
One to One Identification of Cryptosystem Using Fisher's Discriminant Analysis
Submitted by
aekwall
on Mon, 08/05/2019 - 10:40am
Resiliency
Human behavior
composability
policy-based governance
Metrics
pubcrawl
feature extraction
Information Assurance
Block Cipher
cryptosystem
Fisher's discriminant analysis
One to One Identification
stream cipher
biblio
FALKE-MC: A Neural Network Based Approach to Locate Cryptographic Functions in Machine Code
Submitted by
aekwall
on Mon, 08/05/2019 - 10:35am
Resiliency
composability
Cryptography
Neural networks
pubcrawl
Binary Analysis
feature extraction
Function Detection
expandability
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
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 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
Intelligent Malware Detection Using Oblique Random Forest Paradigm
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
behavior-based detection techniques
classification accuracy
comprehensive malware detection
computerized online applications
decision tree learning models
Decision trees
false positive rate
feature extraction
Forestry
Human behavior
intelligent malware detection
invasive software
learning (artificial intelligence)
machine learning
machine learning solutions
malware behavior
malware classification
malware classification datasets
Metrics
Oblique Random Forest
oblique random forest ensemble learning technique
oblique random forest paradigm
pattern classification
privacy
pubcrawl
resilience
Resiliency
security community
signature-based detection techniques
stealthy malware
Support vector machines
Trojan horses
unknown malware
biblio
Comprehensive Behavior Profiling Model for Malware Classification
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
appropriate countermeasures
behavior profiling models
complex activities
comprehensive behavior profiling model
Computational modeling
computer network security
Computers
feature extraction
Human behavior
invasive software
malware
malware classification
malware classification method
malware network activities
malware variants
Metrics
network behavior based classification methods
Network behavior profiling
network security
partial network behavior
pattern classification
Payloads
privacy
Protocols
pubcrawl
resilience
Resiliency
security
specific traffic selection
telecommunication traffic
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