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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Training data
biblio
Countermeasure of Lightweight Physical Unclonable Function Against Side-Channel Attack
Submitted by
grigby1
on Mon, 03/02/2020 - 1:32pm
authentication
countermeasure method
Cryptography
external Internet
field programmable gate arrays
Hardware Security
Human behavior
Human Factors
Industrial Internet of Things
Integrated circuit modeling
internet
Internet of Things
lightweight physical unclonable function
lightweight PUF
message authentication
Metrics
modeling attack
Physical Unclonable Function
power aware computing
power consumption
Power demand
Power measurement
pubcrawl
Scalability
security of IoT
Side-channel attack
side-channel information
Tamper resistance
Training data
biblio
Ensemble-Learning-Based Hardware Trojans Detection Method by Detecting the Trigger Nets
Submitted by
grigby1
on Wed, 02/26/2020 - 4:38pm
cyber physical systems
ensemble learning method
feature extraction
Hardware
hardware-Trojan detection method
IC design phase
IC systems
integrated circuit design
Integrated circuit modeling
learning (artificial intelligence)
pubcrawl
resilience
Resiliency
security
supply chain security
suspicious Trigger nets
Training
Training data
Trigger-net features
Trojan circuits
trojan horse detection
Trojan horses
Trojan types
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-based malware detector
ML classifier
pattern classification
Perturbation methods
pubcrawl
resilience
Resiliency
security
Training
Training data
white box cryptography
white-box evasion attacks
biblio
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-Box Inference Attacks against Centralized and Federated Learning
Submitted by
grigby1
on Tue, 02/18/2020 - 11:52am
active membership inference attacks
active white-box inference attacks
black-box attacks
centralized learning
CIFAR dataset
composability
comprehensive privacy analysis
Computational modeling
Data models
data privacy
deep learning
Deep-learning
deep learning models
deep neural networks
Federated-Learning
federated learning setting
gradient methods
Inference algorithms
Inference-Attacks
inference mechanisms
learning (artificial intelligence)
Membership-Inference
Metrics
neural nets
privacy
privacy leakage
pubcrawl
resilience
Resiliency
Stochastic-Gradient-Descent
stochastic gradient descent algorithm
Stochastic processes
Training
Training data
white box cryptography
white-box membership inference attacks
biblio
Learning Transferable Features For Open-Domain Question Answering
Submitted by
aekwall
on Mon, 11/25/2019 - 2:01pm
Adaptation models
Analogies and Transference
clustering algorithm
complementary data
Data models
Deep Networks
domain adaptation approaches
domain-adaptation
domain-specific features
domain-specific QA models
Human behavior
Human Factors
information retrieval
Knowledge Discovery
learning (artificial intelligence)
Linear programming
natural language
natural language processing
open-domain QA models
open-domain question answering
open-domain Question-Answering models
pattern clustering
pubcrawl
question answering (information retrieval)
Question-Answering
sentence-level QA models
single open-domain QA model
span-level QA benefits
Task Analysis
Training
training corpora
Training data
transfer learning
transferable feature learning
transferable features
biblio
Chronic Poisoning against Machine Learning Based IDSs Using Edge Pattern Detection
Submitted by
grigby1
on Wed, 05/01/2019 - 11:33am
Batch-EPD Boundary Pattern detection algorithm
big data era
chronic poisoning attack
composability
Data models
detection algorithms
edge detection
Edge Pattern Detection algorithm
edge pattern points
Image edge detection
Intrusion Detection
Intrusion Detection Systems
learning (artificial intelligence)
machine learning
machine learning algorithms
Metrics
pubcrawl
resilience
Resiliency
Scalability
security
security of data
security threats
Training data
biblio
Automated Generation and Selection of Interpretable Features for Enterprise Security
Submitted by
grigby1
on Fri, 03/22/2019 - 1:00pm
big data security
Boolean functions
classifiers
Clustering algorithms
cyber security
DNF formulas
enterprise security logs
feature extraction
fourier analysis
Fourier transforms
learning (artificial intelligence)
machine learning method
malicious activity detection
malware
Metrics
pattern clustering
pubcrawl
resilience
Resiliency
Scalability
security
security of data
Training data
biblio
Towards Making Systems Forget with Machine Unlearning
Submitted by
Katie Dey
on Mon, 08/06/2018 - 1:24pm
Adversarial Machine Learning
complex data propagation network
Computational modeling
data lineage
Data models
data privacy
Extraction
feature extraction
feature modeling
Feature Selection
Forgetting System
forgetting systems
learning (artificial intelligence)
Learning systems
machine learning algorithms
machine unlearning
privacy risks
recommendation engine
recommender systems
security of data
security perspective
statistical query learning
summation form
Training data
usability perspective
Cognitive Security
Articles of Interest
Extraction
C3E 2019
biblio
Quantifying the impact of adversarial evasion attacks on machine learning based android malware classifiers
Submitted by
Katie Dey
on Mon, 08/06/2018 - 1:24pm
adversarial evasion attacks
android malware classifiers
Android Malware Detection
Android-based devices
Androids
feature extraction
Humanoid robots
invasive software
learning (artificial intelligence)
linear classifiers
logistic regression
machine learning
malicious apps
malware
neural nets
neural network
nonlinear classifiers
Random Forest
regression analysis
smart phones
statistical analysis
Support vector machines
Training
Training data
user devices
Extraction
biblio
Collaborative SQL-injections Detection System with Machine Learning
Submitted by
grigby1
on Thu, 06/07/2018 - 3:12pm
security
privacy
pubcrawl
Human behavior
attack
Resiliency
Policy
collaboration
SQL injection
Policy-Governed Secure Collaboration
policy-based governance
internet
machine learning classification
SQLIA
Training data
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