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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
evasion attacks
biblio
Addressing Adversarial Attacks Against Security Systems Based on Machine Learning
Submitted by grigby1 on Wed, 11/04/2020 - 1:16pm
machine learning
spam
Scalability
Resiliency
resilience
pubcrawl
poisoning attacks
poisoning attack
pattern classification
Organizations
network intrusion detection
malware
machine-learning classifiers
adversarial attacks
learning (artificial intelligence)
invasive software
Intrusion Detection
Human behavior
evasion attacks
Detectors
deep learning
cyber security platforms
cyber detector
Computer crime
AI Poisoning
biblio
Membership Inference Attacks Against Adversarially Robust Deep Learning Models
Submitted by grigby1 on Fri, 04/03/2020 - 11:56am
provable security
resilience
Training data
target model
security and privacy
provable defense
privacy challenges
membership inference attack
evasion attacks
empirical membership inference attacks
adversarially robust deep learning models
adversarial training method
adversarial defenses
adversarial defense methods
adversarial defense
deep learning
Compositionality
Metrics
neural nets
security challenges
privacy
Data models
data privacy
Resiliency
pubcrawl
security
Predictive models
Training
security of data
learning (artificial intelligence)
biblio
A Data-driven Attack Against Support Vectors of SVM
Submitted by aekwall on Wed, 02/13/2019 - 11:01am
adversarial learning
Attack vectors
evasion attacks
Human behavior
pubcrawl
Resiliency
Scalability
support vector machine
biblio
Adversarial mRMR against Evasion Attacks
Submitted by grigby1 on Mon, 01/21/2019 - 11:39am
security
novel adversary-aware feature selection algorithm
pattern classification
Perfect Knowledge attack scenarios
popular filter algorithms
pubcrawl
Resiliency
robust feature selection algorithms
Scalability
mRMR
security of data
security sensitive applications
Time complexity
Traditional Wrapped Feature Selection algorithm
Training
TWFS
WAFS
wrapped adversarial feature selection algorithm
Feature Selection
adversarial mRMR
adversary attacks
Adversary Models
Classification algorithms
computational complexity
evasion attacks
FAFS
feature extraction
adversarial feature selection
feature selection process
filter model
filtering algorithms
Human behavior
learning (artificial intelligence)
machine learning
machine learning algorithms
Metrics
biblio
Evading Classifiers by Morphing in the Dark
Submitted by K_Hooper on Wed, 05/02/2018 - 9:41am
composability
evasion attacks
machine learning
Metrics
pubcrawl
Resiliency
sybil attacks
biblio
Secure Kernel Machines Against Evasion Attacks
Submitted by grigby1 on Mon, 05/22/2017 - 12:48pm
Adversarial Machine Learning
artificial intelligence security
collaboration
composability
evasion attacks
game theoretic security
Human behavior
kernel methods
Metrics
pubcrawl
Resiliency
Scalability
secure learning
spam detection
Support vector machines
biblio
SFADiff: Automated Evasion Attacks and Fingerprinting Using Black-box Differential Automata Learning
Submitted by grigby1 on Mon, 03/27/2017 - 9:52am
automata learning
black box
black box encryption
composability
Cryptography
differential testing
encryption
evasion attacks
fingerprints
Metrics
pubcrawl
Resiliency
web application firewalls
