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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
deep learning networks
biblio
Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries
Submitted by grigby1 on Thu, 01/28/2021 - 12:10pm
neural nets
transferable adversaries
Training
Task Analysis
single-step adversaries
security of data
Scalability
Resiliency
resilience enhancement
resilience
pubcrawl
Perturbation methods
pattern classification
Neural networks
Adversarial training
Multi-step Adversaries
Metrics
machine learning
learning (artificial intelligence)
Information systems
Human behavior
defense methods
deep learning networks
deep learning
classification decision model
Artificial Neural Networks
Adversary Models
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
Adaptively Weighted Channel Feature Network of Mixed Convolution Kernel
Submitted by aekwall on Mon, 09/14/2020 - 11:33am
machine-to-machine communications
weighted channel feature network
sigmoid operator
multi channel grouping convolution
mixed convolution kernel
Heterojunction bipolar transistors
deep learning networks
classification test
CIFAR100 dataset
CIFAR10 dataset
adaptive weightings
adaptive weighting
Cryptography
Compositionality
attention mechanism
image classification
convolutional neural network
convolutional neural nets
computational intelligence
composability
pubcrawl
learning (artificial intelligence)
feature extraction
security
