Skip to Main Content Area
CPS-VO
Contact Support
Browse
Calendar
Announcements
Repositories
Groups
Search
Search for Content
Search for a Group
Search for People
Search for a Project
Tagcloud
› Go to login screen
Not a member?
Click here to register!
Forgot username or password?
Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep learning
biblio
Applying Convolutional Neural Network for Malware Detection
Submitted by
grigby1
on Mon, 04/06/2020 - 2:24pm
binary code analysis
composability
computer network security
convolutional neural nets
convolutional neural networks
Convolutional Neural Networks (CNN)
cyber physical systems
deep learning
feature extraction
internet
invasive software
knowledge based systems
learning (artificial intelligence)
machine learning
malware
malware detection
malware detection efficiency
malware renders conventional detection techniques
Metrics
network administrators
network coding
Personnel
Predictive models
pubcrawl
resilience
Resiliency
source code
Source code analysis
testing
Training
biblio
Membership Inference Attacks Against Adversarially Robust Deep Learning Models
Submitted by
grigby1
on Fri, 04/03/2020 - 12:56pm
deep learning
learning (artificial intelligence)
security of data
Training
Predictive models
security
pubcrawl
Resiliency
data privacy
Data models
privacy
security challenges
neural nets
Metrics
Compositionality
provable security
adversarial defense
adversarial defense methods
adversarial defenses
adversarial training method
adversarially robust deep learning models
empirical membership inference attacks
evasion attacks
membership inference attack
privacy challenges
provable defense
security and privacy
target model
Training data
resilience
biblio
SeqFuzzer: An Industrial Protocol Fuzzing Framework from a Deep Learning Perspective
Submitted by
grigby1
on Fri, 04/03/2020 - 12:43pm
computer architecture
privacy
deep learning
deep learning model
learning (artificial intelligence)
security
pubcrawl
policy-based governance
collaboration
computer network security
Data models
Protocols
composability
Local area networks
industrial network
fuzzing
security vulnerabilities
Policy Based Governance
Control Automation Technology devices
Decoding
deep learning perspective
EtherCAT
Fuzz Testing
fuzzing framework
industrial communication processes
industrial communication protocols
industrial protocol fuzzing framework
Industrial Safety
modern industrial control systems
protocol frame structures
protocol frames
security checks
self learning
SeqFuzzer
stateful protocols
target protocol
vulnerability mining
Compositionality
protocol verification
biblio
Novel Defense Method against Audio Adversarial Example for Speech-to-Text Transcription Neural Networks
Submitted by
grigby1
on Fri, 03/27/2020 - 11:38am
learning (artificial intelligence)
security of data
collaboration
pubcrawl
policy-based governance
deep learning
composability
sandboxing
neural nets
adversarial example
audio adversarial example
computer security
data representation
Deep Speech
defense method
Neural networks
sandbox approach
Sandbox Method
Speech recognition
speech synthesis
speech-to-text
speech-to-text transcription neural networks
biblio
A Robust Malware Detection System Using Deep Learning on API Calls
Submitted by
grigby1
on Fri, 03/27/2020 - 11:37am
Logic gates
deep learning
learning (artificial intelligence)
collaboration
feature extraction
Neural networks
pubcrawl
policy-based governance
composability
malware
invasive software
sandboxing
application program interfaces
cuckoo sandbox
API
API calls
API sequences
BLSTM
component
computer security
malware detection
massive datasets
massive malware
neural nets
Object oriented modeling
redundant API
robust malware detection system
biblio
An Effective Android Ransomware Detection Through Multi-Factor Feature Filtration and Recurrent Neural Network
Submitted by
aekwall
on Mon, 03/23/2020 - 1:25pm
security
smart devices
invasive software
mobile computing
feature extraction
Feature Selection
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Ransomware
deep learning
Metrics
Digital Forensics
Malware Analysis
smart phones
forensic analysis
recurrent neural nets
defense mechanisms
recurrent neural network
Android environment
Android malware
Android malware dataset
Android ransomware detection
deep learning-based malware detection model
feature filtration techniques
feature selection algorithms
filtration
Long short-term memory
majority voting process
multifactor feature filtration
biblio
Software Defined Security Architecture with Deep Learning-Based Network Anomaly Detection Module
Submitted by
aekwall
on Mon, 03/16/2020 - 10:34am
computer network security
Big Data
software defined networking
learning (artificial intelligence)
pubcrawl
deep learning
internet
Scalability
anomaly detection algorithm module
Big Data technology
data driven security business orchestration
data-driven orchestration engine
data-driven security business orchestration
data-driven software defined security architecture
deep learning-based network anomaly detection module
hypermedia
network anomaly detection technology
network attack technology
network data
real-time online anomaly detection
real-time online detection
scalable network anomaly detection module
security data platform
security protection methods
Software Defined Security
Scalable Security
biblio
Deep-Learning-Based Network Intrusion Detection for SCADA Systems
Submitted by
aekwall
on Mon, 03/16/2020 - 10:28am
computer network security
Industrial Control Systems
SCADA systems
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
deep learning
convolutional neural nets
convolutional neural network
industrial control
SCADA Systems Security
Compositionality
attacks on DNP3 protocol
computing nodes
conventional network attacks
conventional SCADA specific network-based attacks
Cyber Attack Detection
deep-learning-based network intrusion detection system
energy-delivery systems
field devices
ICS network infrastructure
individual network packets
network intrusion detection system
network-based cyber attacks
realistic SCADA traffic data sets
SCADA network protocols
SCADA system operators
SCADA System Security
site-specific network attack
specialized attacks
supervisory control and data acquisition networks
unseen network attack instances
biblio
One-Shot Malware Outbreak Detection Using Spatio-Temporal Isomorphic Dynamic Features
Submitted by
grigby1
on Thu, 03/12/2020 - 12:03pm
signature based defense
pubcrawl
Banking
Behavioural detection
behavioural signature
deep learning
dynamic detection
dynamic execution patterns
dynamic malware detection
Dynamic Malware outbreak detection
feature extraction
Generative Adversarial Autoencoder
invasive software
learning (artificial intelligence)
machine learning algorithm
malware
Mathematical model
one-shot malware outbreak detection
resilience
Resiliency
Scalability
scarce number
spatio-temporal isomorphic dynamic features
Training
biblio
Evaluating Fault Resiliency of Compressed Deep Neural Networks
Submitted by
grigby1
on Wed, 02/26/2020 - 4:48pm
Analytical models
compressed deep neural networks
compressed DNN models
Computational modeling
data compression
Data models
deep learning
Deep neural network model compression
Efficient and secure inference engines
Fault Attacks
Fault Resilience
Fault resiliency
fault tolerance
fault tolerant computing
Hardware
hardware mitigation techniques
inference mechanisms
learning (artificial intelligence)
LeNet-5
neural nets
Predictive models
pubcrawl
Quantization (signal)
resilience
Resiliency
software mitigation techniques
storage faults
VGG16
1
2
3
4
5
6
7
8
9
…
next ›
last »
