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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
computer network security
Monitoring
Scalability
telecommunication traffic
Internet of Things
security
feature extraction
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
Decision Tree
Image edge detection
firmware
Decision trees
Cameras
Switches
IoT
deep packet inspection
dpi
behavior analysis
deep deviation detection
edge intelligence
ML
network traffic characteristics
poe
PoE-IoT classification
PoE-IoT devices
vulnerable IoT devices
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
computer network security
Scalability
telecommunication traffic
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
neural nets
internet
machine learning
Bandwidth
quality of service
convolutional neural networks
deep learning
Streaming media
network administrators
deep packet inspection
Network traffic classification
2-dimensional formulation
application network signatures
deep convolutional neural networks
Internet traffic classification
network traffic image orientation mappings
networking related tasks
packet flows
biblio
Intelligent SDN Traffic Classification Using Deep Learning: Deep-SDN
Submitted by aekwall on Mon, 01/11/2021 - 1:36pm
Inspection
Scalability
telecommunication traffic
Protocols
computer architecture
computer network management
software defined networking
feature extraction
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
deep learning
pattern classification
Big Data
internet
Training
software-defined networking
network traffic
SDN
network management
Software-Defined Networks
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
deep packet inspection approaches
deep-SDN
fine-grained network management
intelligent SDN traffic classification
network activities
port-based approaches
resource utilisation
Traffic analysis
traffic applications
Traffic classification
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
Air gaps
automation industries
automation scenarios
behavior-based intrusion prevention system
computer network security
cyber-attacks
data acquisition
data acquisition systems
Deep Neural Network
deep neural networks
deep packet inspection
DNP3
DoS attack
feature extraction
industrial control
Industries
industry control system
insider attacks
integrated circuits
internet
intrusion prevention system
invasive software
IPS system
malware
Modbus
network threats
neural nets
Neural networks
operational technology system elements
OT Network
OT networks
Protocols
pubcrawl
Resiliency
SCADA
SCADA systems
SCADA test bed
Scalability
telecommunication security
biblio
Development of Deep Packet Inspection System for Network Traffic Analysis and Intrusion Detection
Submitted by aekwall on Mon, 01/11/2021 - 1:35pm
computer network security
deep packet inspection
deep packet inspection system
dpi
DPI software system
Hurst flow parameter
Hurst parameter
information protocol.
Internet of Things
Intrusion Detection
IoT
IoT traffic
network attacks
network provider
network security
network traffic
network traffic analysis
pubcrawl
Resiliency
Scalability
telecommunication traffic
biblio
Head(er)Hunter: Fast Intrusion Detection using Packet Metadata Signatures
Submitted by aekwall on Mon, 01/11/2021 - 1:35pm
computer network security
Scalability
telecommunication traffic
Cryptographic Protocols
Protocols
Resiliency
pubcrawl
Cryptography
malicious activities
internet
Internet users
metadata
pattern matching
Intrusion Detection
digital signatures
packet forwarding
Engines
Payloads
Internet traffic
prevention systems
deep packet inspection
current network encryption trends
DPI implementations
DPI tools
encrypted network traffic
encryption protocols
fast intrusion detection
fast signature-based intrusion detection system
network packet metadata
network speeds
network traffic inspection
packet contents
packet headers
packet metadata signatures
packet payload content
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
Scalability
Internet of Things
feature extraction
Resiliency
pubcrawl
internet
quality of service
convolutional neural networks
Virtual private networks
deep learning
social networking (online)
deep packet inspection
Application Identification
Multimedia Web sites
Per Application Classification
traffic characterization
VPN/Non-VPN Traffic Characterization
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
Information Assurance
attack mitigation
command injection attacks
deep packet inspection
denial of service attack
DPI capabilities
DPI industrial firewall
firewalls
gas turbine operation
IDPS
IDPS-Snort
industrial automation control system
industrial automation control systems
industrial control
industrial control and automation system security
Industrial Control Systems
industrial firewall
Intrusion Detection
Intrusion Detection and Prevention System
IP networks
malicious parameter command injection
Modbus TCP/IP protocol
Modbus-TCP vulnerability
Modbus/TCP
prevention systems
pubcrawl
real-time communication
refinery control
Resiliency
Scalability
transport protocols
biblio
Efficient Keyword Matching for Deep Packet Inspection based Network Traffic Classification
Submitted by aekwall on Mon, 01/11/2021 - 1:34pm
Inspection
Scalability
telecommunication traffic
Protocols
Resiliency
pubcrawl
pattern classification
testing
pattern matching
digital signatures
quality of service
Complexity theory
security monitoring
Payloads
network management
telecommunication network management
network flows
application signatures
deep packet inspection
deep packet inspection based network traffic classification
dpi
efficient keyword matching
flow payloads
good classification accuracy
Network traffic classification
potential application signature
State Transition Machine
string matching
subsequent signature matching
traffic classification techniques
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