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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
adversarial examples
biblio
Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection
Submitted by
grigby1
on Fri, 06/19/2020 - 11:49am
adversarial examples
adversarial images
computer architecture
computer vision
computer vision tasks
convolutional neural nets
deep learning
deep neural networks
discriminative noise injection strategy
distortion
dominant layers
false positive rate
false trust
layer directed discriminative noise
learning (artificial intelligence)
machine learning
MobileNet
natural images
natural scenes
Neural networks
noninvasive universal perturbation attack
Perturbation methods
policy-based governance
Policy-Governed Secure Collaboration
pubcrawl
resilience
Resiliency
Scalability
Sensitivity
Training
biblio
Certified Robustness to Adversarial Examples with Differential Privacy
Submitted by
aekwall
on Mon, 04/20/2020 - 10:31am
Cryptography
data privacy
security
learning (artificial intelligence)
pubcrawl
Metrics
Robustness
standards
neural nets
Databases
Mathematical model
Measurement
Predictive models
differential privacy
deep neural networks
machine learning models
adversarial examples
Adversarial-Examples
certified defense
certified robustness
cryptographically-inspired privacy formalism
Deep-learning
defense
Google Inception network
ImageNet
machine-learning
norm-bounded attacks
PixelDP
Sophisticated Attacks
privacy models and measurement
biblio
Malware Evasion Attack and Defense
Submitted by
grigby1
on Tue, 02/18/2020 - 11:53am
adversarial example
adversarial examples
Adversarial Machine Learning
black-box attacks
composability
Data models
defense
defense approaches
Detectors
Evasion Attack
grey-box evasion attacks
invasive software
learning (artificial intelligence)
machine learning classifiers
malware
malware detection systems
malware evasion attack
Metrics
ML classifier
ML-based malware detector
pattern classification
Perturbation methods
pubcrawl
resilience
Resiliency
security
Training
Training data
white box cryptography
White Box Security
white-box evasion attacks
file
Sharif_Gen_framework_adv_examples_Bauer.pdf
Submitted by
Jamie Presken
on Mon, 07/08/2019 - 10:33am
Neural networks
machine learning
face recognition
adversarial examples
Securing Safety-Critical Machine Learning Algorithms
biblio
A General Framework for Adversarial Examples with Objectives
Submitted by
Jamie Presken
on Mon, 07/08/2019 - 10:33am
adversarial examples
face recognition
machine learning
Neural networks
Metrics
Resilient Architectures
CMU
Securing Safety-Critical Machine Learning Algorithms
2019: July
biblio
Defending IT Systems against Intelligent Malware
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
adversarial examples
Antivirus Software vendors
ART
Classification algorithms
dynamic analysis
Gallium nitride
generative adversarial network
generative adversarial networks
Human behavior
intelligent malware
invasive software
IT systems
learning (artificial intelligence)
machine learning
machine learning algorithms
malware
Malware Analysis
malware binaries
malware classification
malware detection
malware families
malware images
malware variants
Metrics
neural nets
privacy
pubcrawl
resilience
Resiliency
Signatures
static analysis
Training
unsupervised deep neural networks
biblio
Adversarial Product Review Generation with Word Replacements
Submitted by
grigby1
on Thu, 02/14/2019 - 11:15am
adversarial examples
composability
fake text detection
Human Factors
Metrics
pubcrawl
Scalability
Security Heuristics
text analytics
text classification
biblio
Adversarial Examples Against Deep Neural Network Based Steganalysis
Submitted by
grigby1
on Fri, 02/08/2019 - 4:17pm
pubcrawl
adversarial examples
Artificial Neural Networks
collaboration
comparability
cyber physical systems
Deep Neural Network
Human behavior
Metrics
policy-based governance
Resiliency
Scalability
Science of Security
security
steganalysis
Steganography
steganography detection
biblio
Adversarial Examples for Generative Models
Submitted by
grigby1
on Mon, 01/21/2019 - 12:38pm
machine learning
pubcrawl
Human behavior
Metrics
Resiliency
Scalability
Training
Data models
learning (artificial intelligence)
adversarial example
adversarial examples
Image reconstruction
Receivers
classification-based adversaries
classifier
Decoding
deep generative models
deep learning architectures
Generative Models
image classification
Image coding
image representation
input data distribution model
neural net architecture
neural net architectures
target generative model
target generative network
vae
vae gan
VAE-GAN architecture attacks
variational techniques
Adversary Models
biblio
Intrusion detection systems vulnerability on adversarial examples
Submitted by
grigby1
on Mon, 01/21/2019 - 12:14pm
adversarial examples
Anomaly Detection
anomaly detection systems ability
anomaly-based intrusion detection
attack vector
Biological neural networks
Classification algorithms
Compositionality
Human behavior
Intrusion Detection
Intrusion Detection Systems
intrusion detection systems vulnerability
Metrics
Neurons
pubcrawl
Resiliency
security events
security of data
Training
vulnerability detection
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