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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
adversarial learning
biblio
Data Sanitization Approach to Mitigate Clean-Label Attacks Against Malware Detection Systems
Submitted by grigby1 on Thu, 06/22/2023 - 3:14pm
malware
adversarial learning
ART
Resiliency
Data Sanitization
Sensitivity
Watermarking
data integrity
Compositionality
Training
military communication
composability
telecommunication traffic
resilience
pubcrawl
Intrusion Detection
Neural networks
machine learning
biblio
Adversarial Attacks on CFO-Based Continuous Physical Layer Authentication: A Game Theoretic Study
Submitted by aekwall on Sun, 10/16/2022 - 5:03pm
wireless networks
game theoretic security
threshold policy
physical layer authentication
Continuous Authentication
carrier frequency offset
binary hypothesis testing
adversarial learning
Predictive Metrics
security
Physical layer
cyber-physical systems
Scalability
pubcrawl
Games
Conferences
5G mobile communication
Human Factors
biblio
Adversarial Machine Learning for Enhanced Spread Spectrum Communications
Submitted by grigby1 on Thu, 06/09/2022 - 1:32pm
military communication
DSSS
Human Factors
codes
radio transmitters
adversarial learning
iobt
Internet of Battlefield Things (IoBT)
spread spectrum communication
deep learning
Gold
Scalability
performance evaluation
Resiliency
resilience
pubcrawl
IoT
biblio
Feature Vulnerability and Robustness Assessment against Adversarial Machine Learning Attacks
Submitted by grigby1 on Tue, 01/11/2022 - 9:34am
adversarial learning
attack surface
denial-of-service attack
face recognition
feature extraction
Intrusion Detection
machine learning
Metrics
network traffic analysis
Perturbation methods
pubcrawl
resilience
Resiliency
Roads
Scalability
telecommunication traffic
biblio
Adversarial Deep Learning Models With Multiple Adversaries
Submitted by aekwall on Mon, 12/20/2021 - 11:29am
Computational modeling
deep learning
Games
pubcrawl
Scalability
Metrics
Resiliency
Human behavior
Semantics
game theory
supervised learning
Stochastic processes
Skeleton
adversarial learning
Adversarial Machine Learning
Adversary Models
biblio
Adaptive Margin Based Deep Adversarial Metric Learning
Submitted by grigby1 on Tue, 04/27/2021 - 1:38pm
Adaptive Margin
adversarial learning
Big Data
deep metric learning
Deep Neural Network
Metrics
pubcrawl
resilience
Resiliency
Scalability
security
biblio
Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach
Submitted by grigby1 on Fri, 01/15/2021 - 11:24am
hacker forums
Semantics
pubcrawl
privacy
machine learning algorithms
Long short-term memory
knowledge transfer
Knowledge engineering
Human Factors
Human behavior
Generative Adversarial Learning
generative adversarial networks
dark web
cross-lingual knowledge transfer
Computer hacking
adversarial learning
Scalability
Predictive Metrics
Resiliency
biblio
Adversarial Learning Attacks on Graph-based IoT Malware Detection Systems
Submitted by grigby1 on Fri, 12/11/2020 - 1:32pm
privacy
invasive software
IoT malware samples
learning (artificial intelligence)
malware
Malware Analysis
malware detection
Metrics
off-the-shelf adversarial attack methods
Internet of Things
pubcrawl
resilience
Resiliency
robust detection tools
security
static analysis
tools
adversarial learning
Human behavior
graph-based IoT malware detection systems
graph theory
graph embedding
graph analysis
generated adversarial sample
GEA approach
feature extraction
deep learning networks
deep learning
craft adversarial IoT software
control flow graph-based features
CFG-based features
benign sample
augmentation method
biblio
Facial Expression Recognition Enhanced by Thermal Images Through Adversarial Learning
Submitted by aekwall on Mon, 12/30/2019 - 11:12am
adversarial learning
Resiliency
Human behavior
pubcrawl
Metrics
facial expression recognition
facial recognition
privileged information
biblio
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Submitted by aekwall on Mon, 06/24/2019 - 1:43pm
Human behavior
Training
static analysis-based malware classifiers
Resiliency
pubcrawl
program diagnostics
pattern classification
Neural networks
Metrics
malware detection
malware classification accuracy
Malware Analysis
malware
learning (artificial intelligence)
Jacobian matrices
invasive software
adversarial attacks
Engines
Dynamic Malware Classification
dynamic analysis-based
deep learning-based systems
deep learning classification systems
deep learning
crafting adversarial samples
computer security
classification algorithm
anti-malware engine
anti-malware companies
adversarial neural malware detection models
adversarial learning-based attacks
adversarial learning
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