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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
SNN
biblio
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
Submitted by aekwall on Mon, 01/31/2022 - 3:13pm
analysis
White Box Security
Threshold voltage
structural engineering
Spiking Neural Networks
SNN
Problem-solving
parameters
Neuromorphic
Firing
security
adversarial attacks
composability
Resiliency
Metrics
pubcrawl
optimization
machine learning
deep learning
Robustness
biblio
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips
Submitted by aekwall on Thu, 05/13/2021 - 10:32am
Hardware
Spiking Neural Networks
SNN
security
Resiliency
resilience
Reliability
pubcrawl
policy-based governance
Metrics
machine learning
Cross Layer Security
fault-injection attacks
DNN
deep neural networks
cyber physical systems
cross-layer
Biological system modeling
Biological neural networks
Artificial Neural Networks
adversarial attacks
biblio
Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks
Submitted by aekwall on Tue, 04/27/2021 - 12:10pm
Biological neural networks
Spiking Neural Networks
SNN
adversarial examples
belief networks
Deep Neural Network
Perturbation methods
DNN
Vulnerability
attack
image recognition
security
resilience
Neural networks
Training
Neurons
Robustness
machine learning
pubcrawl
Resiliency
cyber-physical systems
