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phishguard-classifier-engine – AI Model by alirezaaminzadeh | AlphaNeural AI
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alirezaaminzadeh
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phishguard-classifier-engine
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scikit-learn
joblib
cybersecurity
phishing
email-security
blue-team
enterprise
persian
text-classification
en
fa
mit
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Model card
Files and Versions
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PhishGuard Classifier Engine
TF-IDF + XGBoost ensemble trained on
mamtakumar/seven-phishing-email-datasets
with synthetic Persian phishing samples.
Model Details
Property
Value
Engine
TF-IDF (1024 char n-grams) + XGBoost
Reference HF model
aamoshdahal/email-phishing-distilbert-finetuned
Training corpus
HF seven-phishing-email-datasets + Persian SE samples
Version
1.0.0
Intended Use
Email phishing triage for SOC / email security teams
Persian social engineering detection supplement
Demo and evaluation on synthetic + public corpora
Not
for production email gateway replacement
Limitations
English-primary training corpus; Persian via pattern rules + synthetic samples
Header auth analysis is heuristic (not live DNS lookup)
Requires retraining for organization-specific mail patterns
Built by
Aria AI
.
