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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
data poisoning
biblio
Influence Based Defense Against Data Poisoning Attacks in Online Learning
Submitted by grigby1 on Thu, 06/22/2023 - 4:13pm
data integrity
online learning
Influence Function
data poisoning
Resiliency
Data Sanitization
Adversarial Machine Learning
Degradation
Linear programming
machine learning
Training data
Compositionality
composability
Data models
Filtering
resilience
pubcrawl
biblio
When Does Backdoor Attack Succeed in Image Reconstruction? A Study of Heuristics vs. Bi-Level Solution
Submitted by grigby1 on Fri, 01/13/2023 - 1:28pm
signal processing
security
pubcrawl
resilience
Resiliency
Conferences
Scalability
Task Analysis
Robustness
Acoustics
speech processing
Security Heuristics
data poisoning
Backdoor Attacks
Bilevel Optimization
Image reconstruction
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
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
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?
Submitted by grigby1 on Wed, 02/09/2022 - 2:46pm
denial-of-service attack
data poisoning
Computational modeling
AI Poisoning
Adversarial Machine Learning
Training data
Training
Toxicology
System performance
secure AI
Scalability
Resiliency
resilience
pubcrawl
Neural networks
Human behavior
biblio
On Mismatched Detection and Safe, Trustworthy Machine Learning
Submitted by grigby1 on Mon, 11/08/2021 - 1:50pm
Adversarial robustness
composability
cyber physical security
cyber physical systems
data poisoning
distribution shift
fairness
pubcrawl
resilience
Resiliency
signal detection theory
Trustworthy Systems
