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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
poisoning attack
biblio
Poisoning Attack against Online Regression Learning with Maximum Loss for Edge Intelligence
Submitted by grigby1 on Fri, 01/06/2023 - 3:18pm
Artificial Intelligence
regression task
edge intelligence
online learning
AI Poisoning
poisoning attack
Market research
resilience
Task Analysis
pubcrawl
edge computing
quantum computing
Computational modeling
Data models
Scalability
Resiliency
Human behavior
biblio
Data Poisoning Attack on Deep Neural Network and Some Defense Methods
Submitted by aekwall on Thu, 06/24/2021 - 10:50am
Adversarial Machine Learning
AI Poisoning
Artificial Intelligence
deep learning
Human behavior
information technology
Neural networks
poisoning attack
pubcrawl
Resiliency
Scalability
secure learning
Security in Deep Learning
software engineering
Technological innovation
biblio
Decentralized Min-Max Optimization: Formulations, Algorithms and Applications in Network Poisoning Attack
Submitted by aekwall on Thu, 06/24/2021 - 10:49am
Scalability
machine learning algorithms
Resiliency
Human behavior
pubcrawl
convergence
optimization
Training
machine learning
Signal processing algorithms
speech processing
distributed optimization
poisoning attack
min-max optimization
AI Poisoning
biblio
Poisoning Attack on Show and Tell Model and Defense Using Autoencoder in Electric Factory
Submitted by aekwall on Thu, 06/24/2021 - 10:49am
Training data
AI Poisoning
Toxicology
show and tell model
poisoning attack
defense
autoencoder
AI
Dogs
Scalability
image recognition
image restoration
Neural networks
pubcrawl
Human behavior
Resiliency
Data models
biblio
Addressing Adversarial Attacks Against Security Systems Based on Machine Learning
Submitted by grigby1 on Wed, 11/04/2020 - 1:16pm
machine learning
spam
Scalability
Resiliency
resilience
pubcrawl
poisoning attacks
poisoning attack
pattern classification
Organizations
network intrusion detection
malware
machine-learning classifiers
adversarial attacks
learning (artificial intelligence)
invasive software
Intrusion Detection
Human behavior
evasion attacks
Detectors
deep learning
cyber security platforms
cyber detector
Computer crime
AI Poisoning
biblio
Poisoning Attack in Federated Learning using Generative Adversarial Nets
Submitted by grigby1 on Wed, 11/04/2020 - 1:14pm
learning (artificial intelligence)
Training data
Training
Task Analysis
Servers
security
Scalability
Resiliency
resilience
pubcrawl
private training data
privacy
poisoning attack
AI Poisoning
Human behavior
Generative Adversarial Nets
gan
Gallium nitride
federated learning system
federated learning architecture
federated learning
deep learning model
Data models
convolutional neural nets
Computational modeling
biblio
Poisoning Attack on Load Forecasting
Submitted by grigby1 on Wed, 11/04/2020 - 1:14pm
poisoning attack
Training data
statistical methods
simulated annealing
short-term load forecasting systems
security of data
Scalability
Resiliency
resilience
regression analysis
pubcrawl
Predictive models
power system security
power grids
power engineering computing
poisoning attack solution
AI Poisoning
outlier detection
Numerical models
neural network
multiple linear regression
MLR model
MLR attacking solution
Load modeling
load forecasting
Human behavior
Global Energy Forecasting Competition data
forecasting
data poisoning strategy
Data models
closed-form solution
biblio
TensorClog: An Imperceptible Poisoning Attack on Deep Neural Network Applications
Submitted by grigby1 on Wed, 11/04/2020 - 1:12pm
resilience
neural nets
Neural networks
Perturbation methods
poisoning attack
privacy
privacy protection purpose
pubcrawl
real-world application
lower inference accuracy
Resiliency
Scalability
security of data
TensorClog poisoning technique
test error
Training
user data
user privacy violations
deep neural network applications
adversarial attack
AI Poisoning
CIFAR-10 dataset results
converged training loss
data converges
data privacy
data results
deep learning
abusive data collection
deep neural networks
different limited information attack scenarios
feature extraction
Human behavior
imperceptible poisoning attack
internet
Internet application providers
learning (artificial intelligence)
biblio
Selective Poisoning Attack on Deep Neural Network to Induce Fine-Grained Recognition Error
Submitted by aekwall on Mon, 08/10/2020 - 9:36am
MNIST
Training data
Training
Support vector machines
Speech recognition
selective poisoning attack
security of data
Resiliency
pubcrawl
policy-based governance
poisoning attack
Pattern recognition
nuclear facilities
Neurons
Neural networks
neural nets
AI Poisoning
malicious training data
machine learning library
machine learning
learning (artificial intelligence)
image recognition
fine-grained recognition error
DNN training process
DNN security
distortion
Deep Neural Network
Data models
cyber physical systems
CIFAR10
chosen class
Artificial Neural Networks
biblio
L-GEM based robust learning against poisoning attack
Submitted by grigby1 on Fri, 07/06/2018 - 1:05pm
Robustness
poisoning attack
pubcrawl
radial basis function networks
RBFNN
resampling
resilience
Resiliency
robust learning
perturbation techniques
sampling methods
Scalability
Sensitivity
sensitivity analysis
Support vector machines
Training
wavelet analysis
Accuracy
perturbation
Pattern recognition
nearest-first flips attack
Localized Generalization Error Model (L-GEM)
localized generalization error model
localized generalization error bound
learning process
learning (artificial intelligence)
label flip poisoning attacks
L-GEM based robust learning
Human behavior
farthest-first flips attack
classifier output
AI Poisoning
adversarial learning
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