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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
malware behavior
biblio
AltCC: Alternating Clustering and Classification for Batch Analysis of Malware Behavior
Submitted by grigby1 on Tue, 09/21/2021 - 3:54pm
malware classication
tools
Sparse matrices
scikit-learn
Resiliency
resilience
pubcrawl
privacy
Metrics
classification
malware behavior
malware
Human behavior
feature extraction
dimensionality reduction
Clustering algorithms
clustering
Classification algorithms
biblio
A study to Understand Malware Behavior through Malware Analysis
Submitted by aekwall on Mon, 10/26/2020 - 12:11pm
Zero-day attacks
signature based detection
obfuscated malware
mutated malware
Malware Signature
Malware Packer
malware features
behavioral based malware signature
Histograms
Predictive Metrics
computer science
malware behavior
malware
Malware Analysis
static analysis
privacy
tools
Metrics
pubcrawl
Human behavior
Resiliency
feature extraction
invasive software
malware detection
biblio
Cuckoo’s Malware Threat Scoring and Classification: Friend or Foe?
Submitted by grigby1 on Fri, 03/27/2020 - 11:38am
malware detection
Virtual machining
victim host system
threat scoring
threat score
threat classification rating
threat classification
threat alert
severity classification
scoring classification
sandbox
microsoft windows
measured response
malware threat classification
malware sample
malware incident response
tools
Malware behavior analysis
malware behavior
malicious software
automated tools
dynamic analysis
cuckoo sandbox
sandboxing
invasive software
malware
pattern classification
composability
policy-based governance
pubcrawl
information security
collaboration
biblio
Bytecode Heuristic Signatures for Detecting Malware Behavior
Submitted by aekwall on Mon, 03/09/2020 - 11:13am
virtual machines
predictability
Security Heuristics
signature
reactive security solutions
proactive behavior heuristics
proactive approaches
malicious applications
heuristic
hash-based signatures
bytecode heuristic signatures
bytecode
behavior based detection
behavior
response time
Instruction sets
Monitoring
Computer languages
low performance overhead
Prototypes
malware behavior
computational complexity
Virtual machining
digital signatures
pubcrawl
Resiliency
invasive software
malware detection
security
malware
Scalability
biblio
A Malware Analysis and Artifact Capture Tool
Submitted by aekwall on Mon, 06/24/2019 - 2:41pm
microsoft windows
Windows
tools
Syntactics
static states
static analysis
source code (software)
sandbox
Resiliency
pubcrawl
process flow
obfuscation techniques
obfuscation
multiple code paths
Monitoring
artifact capture tool
Metrics
malware behavior
malware artifacts
Malware Analysis
malware
invasive software
interactive malware analysis
Human behavior
handwriting recognition
dynamic states
dynamic control
Disassemblers
Decompilers
debuggers
biblio
One-Shot Learning Approach for Unknown Malware Classification
Submitted by grigby1 on Mon, 06/10/2019 - 2:02pm
neural nets
Word2Vec
unknown malware classification
Training
Task Analysis
static analysis
Resiliency
resilience
pubcrawl
privacy
pattern classification
one-shot learning network
one-shot learning approach
One-shot learning
Neural Turing Machine
Neural networks
Adaptation models
network systems
natural language processing
Metrics
memory augmented neural network
malware classification
malware behavior
malware API calls sequence
malware
Least Recently Used Access
learning (artificial intelligence)
invasive software
intelligent protection systems
Human behavior
fewshot learning
API Sequence
biblio
Intelligent Malware Detection Using Oblique Random Forest Paradigm
Submitted by grigby1 on Mon, 06/10/2019 - 2:02pm
resilience
malware classification datasets
Metrics
Oblique Random Forest
oblique random forest ensemble learning technique
oblique random forest paradigm
pattern classification
privacy
pubcrawl
malware classification
Resiliency
security community
signature-based detection techniques
stealthy malware
Support vector machines
Trojan horses
unknown malware
behavior-based detection techniques
malware behavior
machine learning solutions
machine learning
learning (artificial intelligence)
invasive software
intelligent malware detection
Human behavior
Forestry
feature extraction
false positive rate
Decision trees
decision tree learning models
computerized online applications
comprehensive malware detection
classification accuracy
