{ "model_type": "random_forest", "dataset": "web_attack_detection", "accuracy": 1.0, "f1_score": 1.0, "inference_time_ms": 0.02898440998830613, "feature_names": [ "response_code", "is_attack", "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" }