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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
adversarial examples
file
Sharif_Gen_framework_adv_examples_Bauer.pdf
Submitted by
Jamie Presken
on Mon, 07/08/2019 - 9:33am
Neural networks
machine learning
face recognition
adversarial examples
Safety Critical ML
biblio
A General Framework for Adversarial Examples with Objectives
Submitted by
Jamie Presken
on Mon, 07/08/2019 - 9:33am
adversarial examples
face recognition
machine learning
Neural networks
Metrics
Resilient Architectures
CMU
Safety Critical ML
2019: July
biblio
Defending IT Systems against Intelligent Malware
Submitted by
grigby1
on Mon, 06/10/2019 - 1:02pm
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 - 10:15am
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 - 3:17pm
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 - 11:38am
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 - 11:14am
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
biblio
Fooling End-To-End Speaker Verification With Adversarial Examples
Submitted by
aekwall
on Wed, 01/16/2019 - 1:10pm
security of data
standards
resilience
pubcrawl
Metrics
composability
speaker recognition
Training
Task Analysis
neural nets
Neural networks
Perturbation methods
adversarial examples
Automatic speaker verification
automatic speaker verification systems
black-box attacks
deep end-to-end network
end-to-end deep neural models
fooling end-to-end speaker verification
Mel frequency cepstral coefficient
MFCC
NTIMIT
original speaker examples
YOHO
White Box Security
biblio
Adversarial Examples Construction Towards White-Box Q Table Variation in DQN Pathfinding Training
Submitted by
aekwall
on Wed, 01/16/2019 - 1:10pm
adversarial examples
adversarial examples construction
adversarial samples
Artificial Intelligence
composability
countermeasure application scenario
deep reinforcement learning
DQN
DQN algorithm attack
DQN pathfinding training
learning (artificial intelligence)
machine learning
Metrics
optimal path finding
Pathfinding
Prediction algorithms
pubcrawl
representative Deep Q Network algorithm
research hotspot
resilience
robotic automatic pathfinding application
robots
security
Task Analysis
Training
White Box Security
White-Box attack
White-box Q table variation
file
Physical Adversarial Examples for Image Classifiers and Object Detectors
Submitted by
akarns
on Thu, 09/27/2018 - 8:35am. Contributor:
Ivan Evtimov
BIO
Adversarial Machine Learning
object detection
road signs
classifiers
adversarial examples
Poster
Posters
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