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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
malware detection
biblio
The Application of 1D-CNN in Microsoft Malware Detection
Submitted by grigby1 on Fri, 12/23/2022 - 10:55am
deep learning
feature extraction
Neural networks
pubcrawl
Metrics
Resiliency
Databases
composability
malware
network security
malware detection
Semantics
Windows Operating System Security
1D-CNN
feature engineering
LightGBM
biblio
Objection!: Identifying Misclassified Malicious Activities with XAI
Submitted by grigby1 on Thu, 12/01/2022 - 4:09pm
feature extraction
machine learning
security
pubcrawl
resilience
Resiliency
Conferences
Scalability
Object recognition
malware
malware detection
Cyberspace
malicious website detection
xai
biblio
Remote Non-Intrusive Malware Detection for PLCs based on Chain of Trust Rooted in Hardware
Submitted by grigby1 on Tue, 09/20/2022 - 1:14pm
malware detection
false trust
hardware root-of-trust
Hardware performance counters
Resiliency
JTAG
rootkit
Semantics
Kernel
pubcrawl
Linux
malware
real-time systems
Scalability
performance evaluation
Hardware
resilience
policy-based governance
biblio
Securing Remote Access Networks Using Malware Detection Tools for Industrial Control Systems
Submitted by aekwall on Thu, 06/09/2022 - 10:39am
industrial control
scalable systems
remote access trojans
Rats
Purdue control hierarchy
operational technology
hash calculation
Availability
integrity
Object recognition
integrated circuits
malware detection
telecommunication traffic
Smart homes
Industrial Control Systems
confidentiality
Resiliency
Scalability
pubcrawl
tools
biblio
Mining String Feature for Malicious Binary Detection Based on Normalized CNN
Submitted by aekwall on Tue, 04/19/2022 - 10:19am
Communication Systems
deep learning
tools
feature extraction
machine learning
Conferences
Learning systems
Resiliency
composability
malware
malware detection
pubcrawl
normalized CNN
string feature
Cross Layer Security
biblio
Federated Machine Learning Architecture for Searching Malware
Submitted by grigby1 on Mon, 03/14/2022 - 11:15am
malware detection
ML–computing
mathematical models
malware sandbox
logic-vector analysis
federated machine learning
cloud–edge computing
cloud sandbox
signature
cyber-physical system
Policy Based Governance
computer architecture
sandboxing
malware
composability
Computational modeling
Analytical models
collaboration
pubcrawl
machine learning
Training
biblio
Metamorphic Detection of Repackaged Malware
Submitted by aekwall on Mon, 02/07/2022 - 4:05pm
Mobile Apps
Training
Support vector machines
Resiliency
repackaged malware
pubcrawl
privacy
Predictive Metrics
Neural networks
Computer bugs
Mobile Applications
malware detection
malware classification
malware
Index Terms—machine learning
Human behavior
feature extraction
biblio
EC-Model: An Evolvable Malware Classification Model
Submitted by aekwall on Mon, 02/07/2022 - 4:04pm
Task Analysis
privacy
deep learning
Training
pubcrawl
Resiliency
Human behavior
malware
malware detection
Neurons
Labeling
Predictive Metrics
Adaptation models
multi-task learning
malware classification
biblio
Co-training For Image-Based Malware Classification
Submitted by aekwall on Mon, 02/07/2022 - 4:03pm
visualization
privacy
Training
feature extraction
pubcrawl
Resiliency
Human behavior
computer security
malware
malware detection
Predictive Metrics
Collaborative Work
co-learning
Gray-scale
Semisupervised learning
malware classification
biblio
Machine Learning Based Improved Malware Detection Schemes
Submitted by grigby1 on Mon, 02/07/2022 - 3:47pm
Analytical models
machine learning based detection
computer system malware
analysis of malware
Malware Analysis
malware detection
Task Analysis
malware
standards
privacy
Radio frequency
Resiliency
resilience
Metrics
Human behavior
pubcrawl
feature extraction
deep learning
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