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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Neural networks
biblio
Edge-Detect: Edge-Centric Network Intrusion Detection using Deep Neural Network
Submitted by grigby1 on Thu, 05/05/2022 - 3:34pm
edge computing
edge detection
Recurrent neural networks
network intrusion detection
Pipelines
Image edge detection
testing
DDoS
Metrics
deep learning
Internet of Things
composability
Industries
Scalability
Resiliency
resilience
pubcrawl
Neural networks
security
Training
biblio
Reliability Test Method of Power Grid Security Control System Based on BP Neural Network and Dynamic Group Simulation
Submitted by grigby1 on Thu, 05/05/2022 - 1:11pm
Heuristic algorithms
security
resilience
Redundancy
pubcrawl
power system stability
Power system dynamics
power grid security control system
Neural networks
minimum redundancy and maximum correlation algorithm
Metrics
Dynamical Systems
dynamic systems
dynamic group simulation
credible test
Costs
control systems
BP Neural Network
composability
Predictive Metrics
Resiliency
biblio
Federated Learning with Personalized Local Differential Privacy
Submitted by grigby1 on Tue, 04/26/2022 - 10:39am
Human behavior
Scalability
Resiliency
resilience
pubcrawl
Privacy-preserving
privacy
Neural networks
neural network
Aggregates
federated learning
differential privacy
deep learning
Conferences
Computational modeling
composability
Communication Systems
Artificial Intelligence
biblio
Privacy-Preserving Keystroke Analysis using Fully Homomorphic Encryption amp; Differential Privacy
Submitted by grigby1 on Tue, 04/26/2022 - 10:39am
authentication
composability
Cryptography
differential privacy
fully homomorphic encryption
Human behavior
machine learning
Neural networks
privacy
pubcrawl
resilience
Resiliency
Scalability
security
tools
Training
biblio
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples
Submitted by grigby1 on Mon, 04/25/2022 - 3:29pm
Neural networks
pubcrawl
Human Factors
resilience
Resiliency
Scalability
Industries
Perturbation methods
Metrics
Detectors
Media
Pipelines
DeepFake
Video compression
biblio
A Threat of Deepfakes as a Weapon on Digital Platform and their Detection Methods
Submitted by grigby1 on Mon, 04/25/2022 - 3:28pm
Weapons
Recurrent Neural Networks(RNNs)
Generative Adversarial Networks(GANs)
Deepfake Detection Challenge(DFDC)
Deep Neural Networks(DNNs)
Convolutional Neural Networks(CNNs)
Forgery
DeepFake
voting
Media
machine learning algorithms
Metrics
History
Scalability
Resiliency
resilience
Human Factors
pubcrawl
Neural networks
biblio
Deepfake Detection using a Two-Stream Capsule Network
Submitted by grigby1 on Mon, 04/25/2022 - 3:28pm
Computational modeling
face tampering
Error Level Analysis
Capsule networks
particle swarm optimization
deepfake detection
DeepFake
convolutional neural networks
Metrics
deep learning
computer architecture
Scalability
Analytical models
optimization
Resiliency
resilience
Human Factors
pubcrawl
Neural networks
Training
biblio
MOTrack: Real-time Configuration Adaptation for Video Analytics through Movement Tracking
Submitted by grigby1 on Mon, 04/25/2022 - 2:56pm
Switches
video stream
object tracking
visual analytics
Costs
deep video
video analytics
traffic control
Metrics
deep learning
Streaming media
Scalability
Resiliency
resilience
pubcrawl
Neural networks
machine learning
biblio
Image Denoising for Video Surveillance Cameras Based on Deep Learning Techniques
Submitted by grigby1 on Mon, 04/25/2022 - 2:54pm
image denoising
Image quality
Snow
deep video
computer vision
Rain
object detection
Cameras
traffic control
deep learning
Measurement
Metrics
Neural networks
Scalability
Resiliency
resilience
pubcrawl
biblio
Multimode Fiber Transmission Matrix Inversion with Densely Connected Convolutional Network for Physical Layer Security
Submitted by grigby1 on Fri, 04/22/2022 - 12:29pm
Neural networks
pubcrawl
composability
Metrics
Compositionality
Optical fibers
physical layer security
Optical fiber networks
decomposition
laser theory
Lasers and electrooptics
Power lasers
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