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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
forensic log analysis
biblio
Towards a neural language model for signature extraction from forensic logs
Submitted by K_Hooper on Wed, 01/10/2018 - 11:14am
natural language text
use cases
text analysis
Software
signature extraction frameworks
Scalability
rule-based systems
rule-based approaches
Resiliency
pubcrawl
Predictive models
pattern clustering
nonmutable part identification
Neural networks
neural nets
neural language model
Clustering algorithms
natural language processing
log message
log line clustering
learning (artificial intelligence)
knowledge based systems
Human behavior
Heuristics
handcrafted algorithms
Forensics
forensic log analysis
error-prone
Digital Forensics
data analysis
complex relationship learning
