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cyberforge-models

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cybersecurity
threat-detection
phishing
malware
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cyberforge-models
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{
  "model_type": "random_forest",
  "dataset": "phishing_detection",
  "accuracy": 0.9889857732905002,
  "f1_score": 0.9889844643474395,
  "inference_time_ms": 0.010496654221638455,
  "feature_names": [
    "num_dots",
    "subdomain_level",
    "https",
    "shortening_service",
    "suspicious_words",
    "is_phishing",
    "url_url_length",
    "url_domain_length",
    "url_path_length",
    "url_query_length",
    "url_subdomain_count",
    "url_domain_depth",
    "url_suspicious_keyword_count",
    "url_digit_count",
    "url_special_char_count",
    "url_hyphen_count",
    "url_underscore_count",
    "url_param_count",
    "url_tld_length",
    "url_has_subdomain",
    "url_is_https",
    "url_has_port",
    "url_non_standard_port",
    "url_has_ip_address",
    "url_has_injection_pattern",
    "url_at_symbol",
    "url_has_query",
    "url_is_common_tld"
  ],
  "version": "1.0.0",
  "framework": "sklearn"
}