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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
AI Poisoning
biblio
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free
Submitted by grigby1 on Fri, 01/06/2023 - 4:25pm
deep learning
Training
Neural networks
pubcrawl
Human behavior
Resiliency
Scalability
network architecture
Training data
resilience
computer vision
AI Poisoning
Pattern recognition
Adversarial attack and defense
Deep learning architectures and techniques
biblio
A Robust Framework for Adaptive Selection of Filter Ensembles to Detect Adversarial Inputs
Submitted by grigby1 on Fri, 01/06/2023 - 4:25pm
neural network
Pareto optimization
Multi-Objective BLPP
AI/ML Security
Toxicology
adaptive filters
Learning systems
AI Poisoning
Adversarial Machine Learning
Adaptation models
resilience
Perturbation methods
programming
Scalability
optimization
Resiliency
Human behavior
pubcrawl
biblio
Robust and Resilient Federated Learning for Securing Future Networks
Submitted by grigby1 on Fri, 01/06/2023 - 4:25pm
resilience
Label Flipping
defense mechanism
poisoning attacks
6G mobile communication
AI Poisoning
Distributed databases
Clustering algorithms
federated learning
Training
Industries
5G mobile communication
Scalability
Resiliency
Human behavior
pubcrawl
machine learning
biblio
Detection and Mitigation of Targeted Data Poisoning Attacks in Federated Learning
Submitted by grigby1 on Fri, 01/06/2023 - 4:25pm
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
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis
Submitted by grigby1 on Fri, 01/06/2023 - 4:24pm
resilience
biological and cell microscopy
Adversarial attack and defense
Privacy and federated learning
codes
medical
AI Poisoning
frequency-domain analysis
image segmentation
Training
Semantics
Computational modeling
Scalability
Resiliency
Human behavior
pubcrawl
Predictive models
biblio
A Survey on Data Poisoning Attacks and Defenses
Submitted by grigby1 on Fri, 01/06/2023 - 4:24pm
Training
Data collection
machine learning
security
pubcrawl
Human behavior
Resiliency
Scalability
Data models
Training data
resilience
AI Poisoning
data science
Availability Attack
data poisoning
targeted attack
biblio
Poisoning Attack against Online Regression Learning with Maximum Loss for Edge Intelligence
Submitted by grigby1 on Fri, 01/06/2023 - 4:18pm
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
Influence-Driven Data Poisoning in Graph-Based Semi-Supervised Classifiers
Submitted by grigby1 on Fri, 01/06/2023 - 4:17pm
Training
machine learning
pubcrawl
Human behavior
Resiliency
Scalability
Measurement
resilience
Inference algorithms
Error analysis
data integrity
Approximation algorithms
Semisupervised learning
semi-supervised learning
AI Poisoning
data poisoning
biblio
Backdoor Attack Against Speaker Verification
Submitted by grigby1 on Wed, 02/09/2022 - 2:47pm
Backdoor Attack
Robustness
Scalability
signal processing
speaker verification
Training
Training data
AI Poisoning
AI security
Resiliency
Data models
deep learning
Human behavior
internet
Mission critical systems
pubcrawl
resilience
biblio
Generating Fake Cyber Threat Intelligence Using Transformer-Based Models
Submitted by grigby1 on Wed, 02/09/2022 - 2:47pm
Human behavior
Data Poisoning Attack
cyber threat intelligence
Cybersecurity
Computer crime
cognition
Artificial Intelligence
AI Poisoning
Transformers
Training
Scalability
Resiliency
resilience
pubcrawl
Open Source Software
Neural networks
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