learning (artificial intelligence)

biblio

Black Box to White Box: Discover Model Characteristics Based on Strategic Probing

Submitted by grigby1 on Thu, 03/04/2021 - 2:33pm

tuning
White Box Security
Libraries
machine learning
model characteristics
Probes
pubcrawl
resilience
security
security of data
strategic probing
text analysis
text generation
text transformer
Training
Training data
learning (artificial intelligence)
white box
white box adversarial attacks
Black Box Attacks
composability
Metrics
Resiliency
adversarial attacks
architecture attribution
black box encryption
deep classifier
GPT-2
image based classifiers
image classification
Industries

biblio

Encrypted-Input Program Obfuscation: Simultaneous Security Against White-Box and Black-Box Attacks

Submitted by grigby1 on Thu, 03/04/2021 - 2:33pm

pubcrawl
Logic gates
machine learning
machine learning as a service
machine learning programs
Metrics
program confidentiality
program obfuscation
provable program obfuscation solution
learning (artificial intelligence)
range membership programs
resilience
security
traditional cryptographic program obfuscation model
white box
white box cryptography
White Box Security
white-box attacks
cloud services
Resiliency
Predictive Metrics
Compositionality
Black Box Attacks
black box encryption
black-box attacks
Cloud Computing
cloud programs
provable security
composability
Computational modeling
Cryptography
data privacy
Decision trees
encrypted-input program obfuscation
encryption
equivalent unobfuscated program

biblio

Locality Guided Neural Networks for Explainable Artificial Intelligence

Submitted by aekwall on Mon, 03/01/2021 - 5:04pm

Semantics
training networks
Self-Organizing Map
Self-organizing feature maps
self-organising feature maps
locality guided neural network
current deep network architectures
AI methods
explainable artificial intelligence
CIFAR100 dataset
deep learning architecture
xai
Scalability
visualization
Topology
convolutional neural networks
network topology
convolutional neural nets
CNN
machine learning
Neurons
pubcrawl
Resiliency
learning (artificial intelligence)

biblio

Response Time Analysis for Explainability of Visual Processing in CNNs

Submitted by aekwall on Mon, 03/01/2021 - 5:03pm

explainable artificial intelligence methods
visual processing
visual learning tasks
variable RTs
response times
MSDNet
model architecture
intrascene object-object relationships
hierarchical representations
early-exit architecture
dynamic inference models
conditional computation model
cognitive psychology
CNNs
Scalability
xai
Semantics
Syntactics
visualization
Object recognition
Analytical models
convolutional neural nets
Grammar
Computational modeling
pubcrawl
Resiliency
learning (artificial intelligence)

biblio

Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security

Submitted by aekwall on Mon, 03/01/2021 - 4:59pm

security
gradient-based XAI
learning (artificial intelligence)
Metrics
ML models
Predictive models
privacy
pubcrawl
Resiliency
Robustness
Scalability
explainable artificial intelligence methods
security domain
security of data
security-relevant data-sets
threat models
white box
White Box Security
white box setting
xai
XAI methods
composability
adversarial attack
Analytical models
Artificial Intelligence
artificial intelligence security
binary output
black box attack
Black Box Attacks
black box encryption
black box settings
black-box models
predictive security metrics
computer security
cyber security
cybersecurity domain
data analysis
Data models
deep learning
domain experts
exact properties
explainable artificial intelligence

biblio

Classification of Hyperspectral Images using Edge Preserving Filter and Nonlinear Support Vector Machine (SVM)

Submitted by aekwall on Mon, 03/01/2021 - 4:48pm

nonlinear SVM
work factor metrics
weight least square filter
Support vector machines
support vector machine
spectral bands
spectral
spatial information
spatial filter
spatial
Scalability
Resiliency
pubcrawl
denoising
nonlinear support vector machine
learning (artificial intelligence)
image classification
Hyperspectral imaging
hyperspectral image
geophysical image processing
feature extraction phase
feature extraction
factor analysis based dimensionality reduction technique
factor analysis
edge-preserving filter
edge preserving filter

biblio

Lightweight Testbed for Cybersecurity Experiments in SCADA-based Systems

Submitted by grigby1 on Tue, 02/23/2021 - 2:58pm

reconnaissance attack
Network reconnaissance
network scanning
network traffic
Open area test sites
pattern classification
physical damages
Protocols
pubcrawl
network classification model
resilience
Resiliency
SCADA
SCADA systems
SCADA-based Systems
Scalability
telecommunication traffic
testbed
cybersecurity experiments
computer network security
computer security
container-based SCADA testbed
Containers
critical infrastructure
critical infrastructures
cyber physical systems
cyber-attacks
ARP Spoofing
Docker
experimental testbeds
financial damages
interoperable platform
learning (artificial intelligence)
machine learning
man in the middle attack
MITM Attack

biblio

Combating TCP Port Scan Attacks Using Sequential Neural Networks

Submitted by grigby1 on Tue, 02/23/2021 - 2:57pm

port scans
transport protocols
telecommunication traffic
TCP port scan attacks
TCP packet
TCP datagrams
sequential neural networks
Scalability
Resiliency
resilience
pubcrawl
attack reconnaissance tool
NMAP scan pcap files
Neural networks
neural nets
Network reconnaissance
learning (artificial intelligence)
general packetized traffic
computer network security
complex TCP classes
Communication networks
classification

biblio

Using Deep Learning Techniques for Network Intrusion Detection

Submitted by grigby1 on Tue, 02/23/2021 - 2:47pm

composability
RNN
network intrusion attacks
intelligent network intrusion detection system
cyber-security attacks
convolutional neural network
neural network
deep learning techniques
network intrusion detection
Recurrent neural networks
recurrent neural network
convolutional neural networks
deep learning
learning (artificial intelligence)
recurrent neural nets
network security
computer network security
Resiliency
resilience
Metrics
pubcrawl
Intrusion Detection
convolutional neural nets
CNN
machine learning
feature extraction

biblio

An intrusion detection system integrating network-level intrusion detection and host-level intrusion detection

Submitted by grigby1 on Tue, 02/23/2021 - 2:46pm

composability
scalable neural-network-based hybrid IDS framework
network-level intrusion detection
IDS field
host-level intrusion detection
host-level IDS
cyber-attackers
ADFA dataset
NSL-KDD dataset
software quality
Scalability
network intrusion detection
neural network
software reliability
cyber-attacks
learning (artificial intelligence)
Computer crime
intrusion detection system
cyber security
computer network security
Resiliency
resilience
Metrics
pubcrawl
Intrusion Detection
convolutional neural nets
Data mining
security
machine learning

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

learning (artificial intelligence)

Black Box to White Box: Discover Model Characteristics Based on Strategic Probing

Encrypted-Input Program Obfuscation: Simultaneous Security Against White-Box and Black-Box Attacks

Locality Guided Neural Networks for Explainable Artificial Intelligence

Response Time Analysis for Explainability of Visual Processing in CNNs

Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security

Classification of Hyperspectral Images using Edge Preserving Filter and Nonlinear Support Vector Machine (SVM)

Lightweight Testbed for Cybersecurity Experiments in SCADA-based Systems

Combating TCP Port Scan Attacks Using Sequential Neural Networks

Using Deep Learning Techniques for Network Intrusion Detection

An intrusion detection system integrating network-level intrusion detection and host-level intrusion detection