Core Concepts
Innovative approach for early detection of suspicious domain registrations using a combination of NLP and MLP models.
Stats
"With an impressive F1 score of 84.86% and an accuracy of 84.95% on the SecureReg dataset, it effectively detects malicious domain registrations."
Quotes
"SecureReg leverages a unique blend of feature extraction, Natural Language Processing (NLP), and Multilayer Perceptron (MLP) models."
"Our Pretrained NLP (CANINE) + MLP model demonstrates remarkable performance, surpassing individual pretrained NLP models and standalone MLP models."