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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Traffic classification
biblio
Hierarchical Association Features Learning for Network Traffic Recognition
Submitted by grigby1 on Wed, 07/12/2023 - 12:49pm
composability
graph attention networks
representation learning
Traffic classification
dynamic networks
information processing
network intrusion detection
deep neural networks
network topology
feature extraction
telecommunication traffic
Correlation
Resiliency
resilience
Metrics
pubcrawl
security
biblio
Machine learning for anonymous traffic detection and classification
Submitted by grigby1 on Tue, 04/12/2022 - 12:14pm
Training
feature extraction
machine learning algorithms
security
pubcrawl
Human behavior
telecommunication traffic
Classification algorithms
Time series analysis
Tor
dark web
dark-web
I2P
JonDonym
Traffic classification
biblio
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques
Submitted by grigby1 on Wed, 12/22/2021 - 12:54pm
deep learning
encrypted traffic
explainable artificial intelligence
internet
law enforcement
learning (artificial intelligence)
Limiting
Mobile Applications
Mobile handsets
Multimodal learning
pubcrawl
resilience
Resiliency
Scalability
Traffic classification
xai
biblio
EZAC: Encrypted Zero-Day Applications Classification Using CNN and K-Means
Submitted by grigby1 on Tue, 12/21/2021 - 12:37pm
CNN
Collaborative Work
composability
Conferences
convolutional neural networks
defense
encrypted traffic
encryption
k-means
Metrics
pubcrawl
resilience
Resiliency
Traffic classification
Zero day attacks
zero-day application
biblio
IPv6 DoS Attacks Detection Using Machine Learning Enhanced IDS in SDN/NFV Environment
Submitted by aekwall on Tue, 08/17/2021 - 4:05pm
machine learning
Training
Traffic classification
Systems architecture
security
Resiliency
pubcrawl
policy-based governance
network function virtualization
Metrics
signature based defense
ipv6 security
IPv6
Intrusion Detection
IDS
Decision Tree
composability
Communication networks
Scalability
biblio
Intelligent SDN Traffic Classification Using Deep Learning: Deep-SDN
Submitted by aekwall on Mon, 01/11/2021 - 1:36pm
deep packet inspection approaches
network architecture
Internet traffic
data plane
control plane
exponential growth
high computational cost
deep learning model
deep packet inspection
accurate traffic classification
centralised network controller
Software-Defined Networks
deep-SDN
fine-grained network management
intelligent SDN traffic classification
network activities
port-based approaches
resource utilisation
Traffic analysis
traffic applications
Traffic classification
pubcrawl
Scalability
telecommunication traffic
Protocols
computer architecture
computer network management
software defined networking
feature extraction
learning (artificial intelligence)
machine learning
Resiliency
Inspection
deep learning
pattern classification
Big Data
internet
Training
software-defined networking
network traffic
SDN
network management
biblio
Artificial Neural Networks Optimized with Unsupervised Clustering for IDS Classification
Submitted by grigby1 on Thu, 03/12/2020 - 12:03pm
Artificial Neural Networks
Classification algorithms
Clustering algorithms
Data models
Intrusion Detection
machine learning
pubcrawl
resilience
Resiliency
Scalability
signature based defense
Support vector machines
Traffic classification
x-means
biblio
Deep packet inspection using Cuckoo filter
Submitted by grigby1 on Wed, 09/12/2018 - 11:24am
matched filters
Traffic identification
Traffic classification
telecommunication traffic
signature fingerprint
Scalability
Resiliency
resilience
Quotient Filter
pubcrawl
membership query data structures
matching check tool
Bloom filter
k hash functions
Internet service providers
internet
Inspection
Information filters
high performance DPI approaches
Fingerprint recognition
filtering algorithms
deep packet inspection
data structures
Cuckoo filter
biblio
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark
Submitted by grigby1 on Wed, 09/12/2018 - 11:15am
security of data
Naive Bayes
network traffic
pattern classification
privacy
pubcrawl
public dataset
Relays
security
machine learning
sole statistical features
specific anonymity tool
statistical analysis
telecommunication traffic
tools
Tor
Traffic classification
users privacy
dark web
anonymity services
Bandwidth
Bayes methods
Bayesian network
belief networks
classifiers
communication content
Cryptography
anonymity
data privacy
encryption
Human behavior
Human Factors
I2P
internet
JonDonym
learning (artificial intelligence)
biblio
Sneaking Past the Firewall: Quantifying the Unexpected Traffic on Major TCP and UDP Ports
Submitted by grigby1 on Tue, 05/16/2017 - 12:26pm
application protocols
composability
deep packet inspection
firewalls
Metrics
pubcrawl
Scalability
Traffic classification
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