learning (artificial intelligence)

biblio

Insider Threat Detection using an Artificial Immune system Algorithm

Submitted by grigby1 on Thu, 04/08/2021 - 3:56pm

malicious insiders
NSA
negative selection algorithms
negative selection algorithm
insider threat activities
computer emergency response team synthetic insider threat dataset
CERT
artificial immune systems
artificial immune system algorithm
Ensemble
anomaly detection system
malicious insider
legitimate users
learning (artificial intelligence)
Metrics
pattern classification
Resiliency
resilience
policy-based governance
Human behavior
pubcrawl
Anomaly Detection
Insider Threat Detection
insider threat
security of data

biblio

An I/O Request Packet (IRP) Driven Effective Ransomware Detection Scheme using Artificial Neural Network

Submitted by aekwall on Thu, 04/08/2021 - 3:36pm

ransomware behavior
malware
microsoft windows
neural nets
Neural networks
newly found research paradigm
pubcrawl
Ransomware
ransomware attacks
low-level file system
ransomware detection
ransomware families
ransomware researchers
ransomware samples
ransomware samples every day
Resiliency
retail to critical infrastructure
global surge
artificial neural network
Compositionality
Cryptography
cyber-attacks
Data collection
discovering novel ransomware families
driven effective ransomware detection scheme
effective artificial neural network structure
i-o systems security
I/O Monitoring
industry-based security researchers
Information Reuse and Security
invasive software
IRP logs
Kernel
learning (artificial intelligence)

biblio

RNN-VED for Reducing False Positive Alerts in Host-based Anomaly Detection Systems

Submitted by aekwall on Thu, 04/08/2021 - 3:35pm

natural language processing
variational encoder-decoder architecture
sequence to sequence
RNN-VED
normal behavior learning
model input-data representation
host-based anomaly detection systems
false positive alerts
ADFALD.
ADFA-LD dataset
Information Reuse and Security
system-call traces
HIDS
anomaly prediction
one-class classification
security of data
host-based intrusion detection systems
Hidden Markov models
Compositionality
Semantics
Recurrent neural networks
recurrent neural nets
Anomaly Detection
data structures
Decoding
pubcrawl
Resiliency
learning (artificial intelligence)
Classification algorithms

biblio

High-Performance Monitoring Sensors for Home Computer Users Security Profiling

Submitted by grigby1 on Tue, 03/30/2021 - 11:05am

Monitoring
user security profile
User profiling
user privacy
user modelling
software agents
sensors
security profile
security
Risky Behaviours
Real-time User Behaviour Monitoring
real-time systems
Python
pubcrawl
privacy
computer security
machine learning
learning (artificial intelligence)
Implicit Modeling
Human Factors
human computer interaction
Human behavior
home computing
home computer users security profiling
High-Performance Sensors
high-performance monitoring sensors
high-performance intelligent agent
decision making model
Decision Making
Cybersecurity

biblio

DeepGuard: Deep Generative User-behavior Analytics for Ransomware Detection

Submitted by grigby1 on Tue, 03/30/2021 - 11:04am

three-sigma limit rule
Organizations
pubcrawl
ransomware activity
ransomware criminals
ransomware detection
ransomware incidence report
security
system monitoring
neural nets
tools
Training
Training data
user activity
User behavior Analytics
user behavior modeling
WannaCry
Ransomware
learning (artificial intelligence)
invasive software
Informatics
Human Factors
Human behavior
file-interaction pattern logging
DeepGuard
deep generative user-behavior analytics
deep generative autoencoder architecture
Deep Autoencoders
Data mining
Cybersecurity
Attack detection
Compositionality
Resiliency

biblio

Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest

Submitted by grigby1 on Tue, 03/30/2021 - 10:53am

Industrial Control System (ICS)
SWaT testbed
sensors
secure water treatment
Scalability
Resiliency
resilience
pubcrawl
production engineering computing
process control
neural nets
learning (artificial intelligence)
isolation forest-based detection model
Isolation Forest (IF)
industrial plants
1D-CNN model
industrial control system
industrial control
ICS Anomaly Detection
ICs
Forestry
feature extraction model
feature extraction
Data models
Convolutional Neural Network models
convolutional neural network (CNN)
control engineering computing
Auto-Encoder (AE)
Anomaly Detection
actuators

biblio

Assessment of the Applicability of Autoencoders in the Problem of Detecting Anomalies in the Work of Industrial Control Systems.

Submitted by grigby1 on Tue, 03/30/2021 - 10:53am

industrial facilities
Task Analysis
Scalability
Resiliency
resilience
pubcrawl
process control systems
process control
Neurons
machine learning
learning (artificial intelligence)
integrated circuits
information security
Industries
anomalies detection
industrial control systems (ICS)
industrial control system
industrial control
ICS Anomaly Detection
deep learning
Decoding
convolutional neural networks
convolutional neural nets
control engineering computing
complex problems
classification problems
autoencoders
auto-encoders

biblio

Designing Context-Sensitive Norm Inverse Reinforcement Learning Framework for Norm-Compliant Autonomous Agents

Submitted by grigby1 on Mon, 03/29/2021 - 12:15pm

Human Factors
social norm-compliant behavior
Scalability
pubcrawl
privacy norm
privacy
norm-compliant autonomous agents
multi-agent systems
Markov processes
learning (artificial intelligence)
IRL framework
autonomous agents interact
human behaviors
expert systems
expert demonstrations
ethical social norms
data privacy
context-sensitive RL
context-sensitive norm IRL
context-sensitive norm inverse reinforcement learning framework
context spaces
CNIRL

biblio

Facial Expression Recognition Using Spatial-Temporal Semantic Graph Network

Submitted by grigby1 on Mon, 03/29/2021 - 12:04pm

Heuristic algorithms
temporal patterns
spatial-temporal semantic graph network
Spatial Temporal Graph Convolutional Network
spatial patterns
Semantics
Resiliency
resilience
pubcrawl
Neural networks
Metrics
learning (artificial intelligence)
image motion analysis
Human behavior
Action Units
graph theory
Geometry
feature extraction
facial topology structure
facial recognition
Facial Graph Representation
facial expression recognition algorithm
facial expression recognition
face recognition
end-to-end feature learning
dynamic patterns
convolution

biblio

Facial Emotion Recognition Using Deep Convolutional Neural Network

Submitted by grigby1 on Mon, 03/29/2021 - 12:03pm

facial emotion recognition
Resiliency
resilience
recommender systems
recommendation systems
pubcrawl
Pattern recognition
Metrics
machine learning
learning (artificial intelligence)
image classification
human facial emotions
Human behavior
feedback analysis
facial recognition
face recognition
emotion recognition
deep learning algorithms
deep convolutional neural network
convolutional neural networks
convolutional neural nets
convolution
Computational modeling
classification systems
classification
Brain modeling
Artificial Intelligence
Adam

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Cyber-Physical Systems Virtual Organization

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

learning (artificial intelligence)

Insider Threat Detection using an Artificial Immune system Algorithm

An I/O Request Packet (IRP) Driven Effective Ransomware Detection Scheme using Artificial Neural Network

RNN-VED for Reducing False Positive Alerts in Host-based Anomaly Detection Systems

High-Performance Monitoring Sensors for Home Computer Users Security Profiling

DeepGuard: Deep Generative User-behavior Analytics for Ransomware Detection

Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest

Assessment of the Applicability of Autoencoders in the Problem of Detecting Anomalies in the Work of Industrial Control Systems.

Designing Context-Sensitive Norm Inverse Reinforcement Learning Framework for Norm-Compliant Autonomous Agents

Facial Expression Recognition Using Spatial-Temporal Semantic Graph Network

Facial Emotion Recognition Using Deep Convolutional Neural Network