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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep packet inspection
biblio
Classifier with Deep Deviation Detection in PoE-IoT Devices
Submitted by aekwall on Mon, 01/11/2021 - 1:37pm
Decision trees
vulnerable IoT devices
PoE-IoT devices
PoE-IoT classification
poe
network traffic characteristics
ML
edge intelligence
deep deviation detection
behavior analysis
dpi
deep packet inspection
IoT
Switches
Cameras
computer network security
firmware
Image edge detection
Decision Tree
pubcrawl
Resiliency
machine learning
learning (artificial intelligence)
feature extraction
security
Internet of Things
telecommunication traffic
Scalability
Monitoring
biblio
Network Traffic Images: A Deep Learning Approach to the Challenge of Internet Traffic Classification
Submitted by aekwall on Mon, 01/11/2021 - 1:37pm
convolutional neural networks
packet flows
networking related tasks
network traffic image orientation mappings
Internet traffic classification
deep convolutional neural networks
application network signatures
2-dimensional formulation
Network traffic classification
deep packet inspection
network administrators
Streaming media
deep learning
computer network security
quality of service
Bandwidth
machine learning
internet
neural nets
pubcrawl
Resiliency
learning (artificial intelligence)
Task Analysis
telecommunication traffic
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
Poster: Novel Opportunities in Design of Efficient Deep Packet Inspection Engines
Submitted by aekwall on Mon, 01/11/2021 - 1:36pm
Inspection
Scalability
Memory management
security
Resiliency
pubcrawl
pattern matching
automata
Engines
deep packet inspection
Pathology
biblio
Design of Intrusion Prevention System for OT Networks Using Deep Neural Networks
Submitted by aekwall on Mon, 01/11/2021 - 1:36pm
OT Network
intrusion prevention system
invasive software
IPS system
malware
Modbus
network threats
neural nets
Neural networks
operational technology system elements
internet
OT networks
Protocols
pubcrawl
Resiliency
SCADA
SCADA systems
SCADA test bed
Scalability
telecommunication security
deep neural networks
Air gaps
automation industries
automation scenarios
behavior-based intrusion prevention system
computer network security
cyber-attacks
data acquisition
data acquisition systems
Deep Neural Network
SCADA Systems Security
deep packet inspection
DNP3
DoS attack
feature extraction
industrial control
Industries
industry control system
insider attacks
integrated circuits
biblio
Development of Deep Packet Inspection System for Network Traffic Analysis and Intrusion Detection
Submitted by aekwall on Mon, 01/11/2021 - 1:35pm
IoT
telecommunication traffic
Scalability
Resiliency
pubcrawl
network traffic analysis
network traffic
network security
network provider
network attacks
IoT traffic
computer network security
Intrusion Detection
Internet of Things
information protocol.
Hurst parameter
Hurst flow parameter
DPI software system
dpi
deep packet inspection system
deep packet inspection
biblio
Head(er)Hunter: Fast Intrusion Detection using Packet Metadata Signatures
Submitted by aekwall on Mon, 01/11/2021 - 1:35pm
fast intrusion detection
Internet traffic
prevention systems
deep packet inspection
current network encryption trends
DPI implementations
DPI tools
encrypted network traffic
encryption protocols
Payloads
fast signature-based intrusion detection system
network packet metadata
network speeds
network traffic inspection
packet contents
packet headers
packet metadata signatures
packet payload content
internet
Scalability
telecommunication traffic
Cryptographic Protocols
Protocols
Resiliency
pubcrawl
Cryptography
malicious activities
computer network security
Internet users
metadata
pattern matching
Intrusion Detection
digital signatures
packet forwarding
Engines
biblio
nnDPI: A Novel Deep Packet Inspection Technique Using Word Embedding, Convolutional and Recurrent Neural Networks
Submitted by aekwall on Mon, 01/11/2021 - 1:35pm
Virtual private networks
VPN/Non-VPN Traffic Characterization
traffic characterization
Per Application Classification
Multimedia Web sites
Application Identification
deep packet inspection
social networking (online)
deep learning
Scalability
convolutional neural networks
quality of service
internet
pubcrawl
Resiliency
feature extraction
Internet of Things
biblio
Deep Packet Inspection in Industrial Automation Control System to Mitigate Attacks Exploiting Modbus/TCP Vulnerabilities
Submitted by aekwall on Mon, 01/11/2021 - 1:34pm
Modbus-TCP vulnerability
Industrial Control Systems
industrial firewall
Information Assurance
Intrusion Detection
Intrusion Detection and Prevention System
IP networks
malicious parameter command injection
Modbus TCP/IP protocol
industrial control and automation system security
Modbus/TCP
prevention systems
pubcrawl
real-time communication
refinery control
Scalability
transport protocols
DPI industrial firewall
Resiliency
composability
Predictive Metrics
attack mitigation
command injection attacks
deep packet inspection
denial of service attack
DPI capabilities
Networked Control Systems Security
firewalls
gas turbine operation
IDPS
IDPS-Snort
industrial automation control system
industrial automation control systems
industrial control
biblio
Efficient Keyword Matching for Deep Packet Inspection based Network Traffic Classification
Submitted by aekwall on Mon, 01/11/2021 - 1:34pm
telecommunication network management
traffic classification techniques
subsequent signature matching
string matching
State Transition Machine
potential application signature
Network traffic classification
good classification accuracy
flow payloads
efficient keyword matching
dpi
deep packet inspection based network traffic classification
deep packet inspection
application signatures
network flows
Inspection
network management
Payloads
security monitoring
Complexity theory
quality of service
digital signatures
pattern matching
testing
pattern classification
pubcrawl
Resiliency
Protocols
telecommunication traffic
Scalability
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