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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
defense
biblio
Performance Evaluation of Botnet Detection using Deep Learning Techniques
Submitted by grigby1 on Thu, 03/04/2021 - 2:57pm
basic network security goals
botnet
botnet traffic detection
botnet traffic patterns
botnets
composability
computer network security
convolutional neural network
CTU-13 botnet traffic dataset
CTU-13 Dataset
Data models
deep learning
deep learning-based approaches
defense
different deep learning models
hybrid CNN-LSTM
internet
invasive software
known botnet traffic
learning (artificial intelligence)
Long short-term memory
malicious activities
Metrics
Multilayer Perception
multilayer perceptrons
neural nets
neural network
performance evaluation
Performance Metrics
pubcrawl
Reliability
reliable botnet detection
resilience
Resiliency
security
Sensitivity
traffic control
unknown botnet traffic
Zero day attacks
zero-day attack
biblio
Phishing Attack Detection using Machine Learning Classification Techniques
Submitted by grigby1 on Thu, 03/04/2021 - 2:57pm
Artificial Intelligence
Classification algorithms
composability
computer science
Conferences
Decision Tree
defense
Logistics
machine learning
Metrics
Phishing
phishing attack
phishing attack detection
pubcrawl
resilience
Resiliency
Training
Uniform resource locators
Zero day attacks
biblio
Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems
Submitted by grigby1 on Thu, 03/04/2021 - 2:57pm
adversarial example
adversarial example attack
adversarial setting
Anomaly Detection
anomaly-based NIDS
attacks network systems
composability
computer network security
Cyber Attacks
defense
denoising autoencoders
Intrusion Detection Systems
Malicious Traffic
Metrics
Monitoring
network attacks
network function virtualization
network intrusion detection
network intrusion detection system
Neural networks
noise reduction
pubcrawl
reconstruction from partial observation
resilience
Resiliency
Robustness
security of data
signature-based NIDS
software defined networking
software-defined network
telecommunication traffic
traffic traversing
Zero day attacks
Zero-day attacks
biblio
Collaborative Cyber Attack Defense in SDN Networks using Blockchain Technology
Submitted by grigby1 on Thu, 03/04/2021 - 2:56pm
blacklisting
blockchain
blockchain application
blockchain technology
collaboration
collaborative cyber attack defense
collaborative DDoS attack mitigation
Collaborative DDoS Mitigation
Collaborative Defense
composability
Computer crime
computer network management
computer network security
contracts
Cryptography
cyber threat intelligence
cyber threat intelligence plays
cyber threat intelligence sharing
cyber-attacks
defense
defense perspectives
increases security awareness
invasive software
knowledge-sharing platform
legacy security defense mechanisms
malware campaigns
Metrics
open-source permissioned blockchain platform
Peer-to-peer computing
potential attacks
proactive defense
proactive defense operations
pubcrawl
resilience
Resiliency
SDN
SDN networks
secure distributed model
software defined networking
sophisticated threats
tamper-proof record-keeping
Zero day attacks
zero-day
biblio
Explainable Detection of Zero Day Web Attacks
Submitted by grigby1 on Thu, 03/04/2021 - 2:56pm
Anomaly
Anomaly Detection
composability
defense
explanation
Metrics
Pipelines
principal component analysis
Protocols
pubcrawl
resilience
Resiliency
security
Sparse matrices
Task Analysis
web security
zero day
Zero day attacks
biblio
Abnormal Behavioral Pattern Detection in Closed-Loop Robotic Systems for Zero-Day Deceptive Threats
Submitted by grigby1 on Thu, 03/04/2021 - 2:55pm
abnormal behavioral pattern detection
abnormal behavioral pattern detection technique
Anomaly Detection
closed loop systems
closed-loop robotic systems
composability
control engineering computing
cyber-physical systems
deceptive attacks
defense
intrusion detection system
Intrusion Detection Systems
Metrics
pubcrawl
resilience
Resiliency
security of data
Service robots
Zero day attacks
zero-day deceptive attacks
zero-day threats
biblio
ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks
Submitted by grigby1 on Thu, 03/04/2021 - 2:55pm
Anomaly Detection
composability
computer network security
defense
digital signatures
encoder-decoder recurrent neural network
existing signature-based WAF
existing WAF
Firewalls (computing)
Hidden Markov models
historical Web requests
internet
Metrics
pubcrawl
real-time detection
Recurrent neural networks
resilience
Resiliency
security of data
Semantics
Syntactics
web security
widely-deployed signature-based Web Application Firewalls
Zero day attacks
zero-day attack request
Zero-day attacks
zero-day Web attacks
ZeroWall
biblio
Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks
Submitted by grigby1 on Thu, 03/04/2021 - 2:55pm
composability
defense
detection
Detectors
feature extraction
Hardware
Identification
machine learning
Metrics
microarchitecture
Monitoring
pubcrawl
resilience
Resiliency
side-channel attacks
Zero day attacks
Zero-day attacks
biblio
Hybrid System to Minimize Damage by Zero-Day Attack based on NIDPS and HoneyPot
Submitted by grigby1 on Thu, 03/04/2021 - 2:55pm
composability
convergence
cyber attack
defense
honeypot
information and communication technology
Metrics
network security
NIDPS
pubcrawl
real-time systems
resilience
Resiliency
Zero day attacks
zero-day
biblio
Link Prediction Adversarial Attack Via Iterative Gradient Attack
Submitted by aekwall on Mon, 01/25/2021 - 1:01pm
security of data
data privacy
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
composability
graph theory
privacy
Robustness
neural nets
Prediction algorithms
security problem
Predictive models
Predictive Metrics
deep neural networks
Perturbation methods
gradient methods
attack graphs
adversarial attack
adversarial graph
deep models
defense
GAE
gradient attack (GA)
gradient attack strategy
gradient information
graph autoencode
graph evolved tasks
iterative gradient attack
Link prediction
link prediction adversarial attack problem
node classification
real-world graphs
trained graph autoencoder model
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