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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
data poisoning attacks
biblio
Improving Resistance of Matrix Factorization Recommenders To Data Poisoning Attacks
Submitted by grigby1 on Thu, 06/22/2023 - 12:44pm
Monitoring
pubcrawl
Human behavior
Metrics
composability
Resistance
recommender systems
Systematics
data poisoning attacks
decomposition
attack resistance
matrix factorisation
biblio
Detection and Mitigation of Targeted Data Poisoning Attacks in Federated Learning
Submitted by grigby1 on Fri, 01/06/2023 - 3:25pm
Training
Servers
pubcrawl
Human behavior
Resiliency
Scalability
Data models
Computational modeling
Big Data
Training data
resilience
federated learning
data poisoning attacks
AI Poisoning
Adversarial Machine Learning
security for AI
biblio
Attacking Black-box Recommendations via Copying Cross-domain User Profiles
Submitted by grigby1 on Fri, 07/15/2022 - 11:22am
deep learning
Neural networks
pubcrawl
Human behavior
resilience
Resiliency
Conferences
Scalability
Data models
adversarial attacks
recommender systems
Reinforcement learning
Data engineering
data poisoning attacks
black-box attacks
cross-domain
biblio
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks
Submitted by grigby1 on Wed, 11/04/2020 - 1:15pm
pubcrawl
learning (artificial intelligence)
machine learning
ML Security
multilevel security system
object detection
Object recognition
optimization
Optimization algorithms
perceptible noise
pre-trained DNNs
Inference algorithms
resilience
Resiliency
Scalability
security
security of data
structural similarity analysis
traffic sign detection
Training
training data-unaware imperceptible security attacks
training dataset
feature extraction
AI Poisoning
automation
autonomous vehicles
convolutional neural nets
Correlation
data manipulation attacks
data poisoning attacks
Deep Neural Network
deep neural networks
DNNs
Adversarial Machine Learning
generated attack images
German Traffic Sign Recognition Benchmarks dataset
Human behavior
image classification
Image coding
image recognition
imperceptibility factor
imperceptible attack images
Imperceptible Attack Noise
biblio
A game-theoretic defense against data poisoning attacks in distributed support vector machines
Submitted by grigby1 on Fri, 07/06/2018 - 1:05pm
Resiliency
machine learning
multi-sensor classification
Nash Equilibrium
networked systems
pattern classification
prediction tasks
pubcrawl
resilience
learning algorithms
resilient DSVM algorithm
Scalability
secure DSVM algorithm
sensor fusion
sensors
Support vector machines
Training
DSVMs
Algorithm design and analysis
Computer crime
control units
data poisoning attacks
defense strategies
distributed algorithms
distributed support vector machines
DSVM learner
AI Poisoning
dynamic distributed algorithms
game theory
game-theoretic defense
game-theoretic framework
Games
Human behavior
learning (artificial intelligence)
