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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Deep-learning
biblio
Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning
Submitted by aekwall on Mon, 12/20/2021 - 11:30am
differential privacy
Adversary Models
Upper bound
Toxicology
Membership-Inference
machine-learning
DP-SGD
Differentially-private-(DP)-machine-learning
Differentially-private
Deep-learning
privacy
Human behavior
Resiliency
Metrics
Scalability
pubcrawl
Games
Training
deep learning
biblio
Fooling A Deep-Learning Based Gait Behavioral Biometric System
Submitted by grigby1 on Thu, 03/04/2021 - 1:34pm
Metrics
FGSM
FGSM iterations
gait behavioral biometrics
gradient methods
LSTM
machine learning algorithms
machine learning model
mature techniques
fast gradient sign method
privacy
pubcrawl
resilience
Resiliency
shadow model
Training
user behavioral information
white-box attacks
black-box attack
white box
security
adversarial learning attacks
Adversarial Machine Learning
authentication
authorisation
Biological system modeling
biometrics (access control)
White Box Security
Classification algorithms
composability
counter spoofing threats
deep learning (artificial intelligence)
Deep-learning
deep-learning based gait behavioral biometric system
end-user devices
extent FGSM
biblio
Physical Security Detectors for Critical Infrastructures Against New-Age Threat of Drones and Human Intrusion
Submitted by grigby1 on Mon, 01/11/2021 - 12:58pm
pubcrawl
multithreaded media input streams
neural nets
neural network deep-learning model
NVIDIA GeForce GTX 1080
NVIDIA GeForce RTX 2070 Max-Q Design
physical intrusion
physical security detectors
physical security sensors
proactive protection
modern critical infrastructures
real-time threat identification
Region based Fully Connected Neural Network (RFCN)
remotely operated vehicles
resilience
Resiliency
Scalability
security of data
video analytics solution
Vulnerability
drone detection
continuous stream
critical infrastructure operators
critical infrastructure security
critical infrastructures
cyber incidents
deep video
Deep-learning
DEFENDER project
distributed cyber-physical systems
complex cyber-physical systems
early stage threat detection
fast restoration
human intruders
human intrusion
Intrusion Detection
learning (artificial intelligence)
Media Data
Metrics
biblio
DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning
Submitted by grigby1 on Fri, 09/04/2020 - 2:59pm
bitcoin security
service-level DDoS attacks
network-level data
detection
Deep-learning
DDoS attack detection
DDoS
bitcoin network-level
Bitcoin ecosystem
computer network security
financial data processing
bitcoin
cryptocurrency market
cryptocurrencies
Human behavior
pubcrawl
blockchain technology
Scalability
biblio
Certified Robustness to Adversarial Examples with Differential Privacy
Submitted by aekwall on Mon, 04/20/2020 - 9:31am
machine learning models
privacy models and measurement
Sophisticated Attacks
PixelDP
norm-bounded attacks
machine-learning
ImageNet
Google Inception network
defense
Deep-learning
cryptographically-inspired privacy formalism
certified robustness
certified defense
Adversarial-Examples
adversarial examples
Cryptography
deep neural networks
differential privacy
Predictive models
Measurement
Mathematical model
Databases
neural nets
standards
Robustness
Metrics
pubcrawl
learning (artificial intelligence)
security
data privacy
biblio
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-Box Inference Attacks against Centralized and Federated Learning
Submitted by grigby1 on Tue, 02/18/2020 - 10:52am
Resiliency
Inference-Attacks
learning (artificial intelligence)
Membership-Inference
Metrics
neural nets
privacy
privacy leakage
pubcrawl
resilience
inference mechanisms
stochastic gradient descent algorithm
Stochastic processes
Stochastic-Gradient-Descent
Training
Training data
white box cryptography
White Box Security
white-box membership inference attacks
data privacy
active white-box inference attacks
black-box attacks
centralized learning
CIFAR dataset
composability
comprehensive privacy analysis
Computational modeling
Data models
active membership inference attacks
deep learning
deep learning models
deep neural networks
Deep-learning
federated learning setting
Federated-Learning
gradient methods
Inference algorithms
biblio
Breaking Down Violence: A Deep-learning Strategy to Model and Classify Violence in Videos
Submitted by aekwall on Mon, 08/12/2019 - 8:45am
Violence Classification
Deep-learning
deep video
Resiliency
Scalability
pubcrawl
Metrics
Semantic Concept Detection
