phish-structural / card.json
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Publish calibrated TF-IDF and LightGBM phishing reviewers
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{
"model_name": "phish-structural",
"analysis_version": "phish-0.1.0",
"seed": 3,
"n_train": 160,
"features": [
"reply_to_mismatch",
"return_path_mismatch",
"from_display_addr_mismatch",
"auth_results_present",
"spf_header_present",
"dkim_header_present",
"received_hop_count",
"url_count",
"unique_domain_count",
"ip_url_count",
"punycode_url_count",
"userinfo_url_count",
"shortener_url_count",
"display_href_mismatch_count",
"lookalike_domain_count",
"brand_domain_mismatch",
"credential_lexicon",
"urgency_lexicon",
"money_lexicon",
"attachment_count",
"html_form_present",
"hidden_text_hint",
"subject_len",
"body_len",
"persian_char_ratio",
"mixed_script",
"has_html",
"missing_from",
"missing_message_id"
],
"split": "campaign / sender / template",
"never_outputs": [
"safe",
"benign"
]
}