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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
one-class classification
biblio
Application of Deep Learning for Crowd Anomaly Detection from Surveillance Videos
Submitted by grigby1 on Mon, 04/25/2022 - 2:54pm
deep learning
security
Anomaly Detection
pubcrawl
resilience
Resiliency
Scalability
Metrics
Error analysis
surveillance
one-class classification
Unsupervised Learning
video surveillance
deep video
visual analytics
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
Variational Encoder-Decoder Recurrent Neural Network (VED-RNN) for Anomaly Prediction in a Host Environment
Submitted by aekwall on Mon, 11/09/2020 - 12:20pm
Hidden Markov models
Information Reuse and Security
VED-RNN
variational encoder-decoder recurrent neural network
System-calls
system-call traces
sequence to sequence model
sequence to sequence
security tools
prediction model input data representation
HIDS
anomaly prediction
one-class classification
NIDS
security of data
Compositionality
Intrusion Detection Systems
Recurrent neural networks
recurrent neural nets
Predictive models
Anomaly Detection
Prediction algorithms
pattern classification
Decoding
pubcrawl
Resiliency
Classification algorithms
biblio
SMSBotHunter: A Novel Anomaly Detection Technique to Detect SMS Botnets
Submitted by aekwall on Mon, 10/12/2020 - 10:43am
electronic messaging
Human Behavior and Cybersecurity
SMSBotHunter
SMS stealer botnets
SMS spammer botnets
SMS botnet
one-class classification
mobile botnets
detect SMS botnets
SMS messages
dynamic analysis
anomaly detection technique
Anomaly Detection
botnet
Training
internet
Cryptography
Mobile handsets
pubcrawl
Human behavior
feature extraction
mobile computing
invasive software
malware
Servers
biblio
One-Class Classification with Deep Autoencoder Neural Networks for Author Verification in Internet Relay Chat
Submitted by grigby1 on Thu, 08/13/2020 - 4:22pm
pubcrawl
Internet Relay Chat (IRC)
IRC messages
IRC users
learning (artificial intelligence)
Monitoring
neural nets
one-class classification
pattern classification
internet relay chat
real-time systems
recursive deep learning
resilience
Resiliency
Scalability
social networking (online)
social networks
anonymous messaging
internet
electronic messaging
effective author verification
deep learning
deep autoencoder neural networks
Cybersecurity
cyber-crime
Computer hacking
Computer crime
autonomic IRC monitoring system
autoencoder
author verification approach
Author verification
arbitrary topics
anonymous users
biblio
An Evaluation of One-Class and Two-Class Classification Algorithms for Keystroke Dynamics Authentication on Mobile Devices
Submitted by grigby1 on Wed, 03/08/2017 - 1:47pm
keystroke dynamics authentication
two-class classification algorithms
Training
touchscreen
touch sensitive screens
touch screen based devices
pubcrawl170115
pattern classification
one-class classification algorithms
one-class classification
Mobile handsets
mobile devices
mobile computing
mobile authentication
Android (operating system)
keystroke dynamics
Keyboards
feature extraction
Error analysis
equal error rate
EER
biometrics (access control)
biometrics
authorisation
authentication test-framework
authentication
Android devices
