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[
"tests/test_analyzer.py::test_baseline_still_flags_real_dump",
"tests/test_analyzer.py::test_baseline_suppresses_form_label_false_positive",
"tests/test_analyzer.py::test_labeled_result_has_required_fields",
"tests/test_analyzer.py::test_lfi_blocked_path_traversal",
"tests/test_analyzer.py::test_lfi_passwd_signature",
"tests/test_analyzer.py::test_lfi_windows_system32",
"tests/test_analyzer.py::test_reflected_union_payload_not_a_dump",
"tests/test_analyzer.py::test_sqli_detection_dump",
"tests/test_analyzer.py::test_sqli_information_schema_leak",
"tests/test_analyzer.py::test_sqli_mssql_error_detection",
"tests/test_analyzer.py::test_sqli_mysql_error_detection",
"tests/test_analyzer.py::test_sqli_no_vulnerability",
"tests/test_analyzer.py::test_sqli_postgres_error_detection",
"tests/test_analyzer.py::test_stats_by_type",
"tests/test_analyzer.py::test_unknown_vuln_type_returns_not_vulnerable",
"tests/test_analyzer.py::test_xss_partial_pattern_reflection",
"tests/test_analyzer.py::test_xss_reflection",
"tests/test_classifier.py::test_feature_extraction_returns_11_floats",
"tests/test_classifier.py::test_feature_extraction_returns_8_floats",
"tests/test_classifier.py::test_html_detection",
"tests/test_classifier.py::test_predict_before_training_raises",
"tests/test_classifier.py::test_train_too_small_dataset_raises",
"tests/test_classifier.py::test_train_with_synthetic_data",
"tests/test_classifier.py::test_vuln_type_encoding",
"tests/test_csic_trainer.py::test_clean_url_handles_non_string",
"tests/test_csic_trainer.py::test_clean_url_strips_http_version",
"tests/test_csic_trainer.py::test_entropy_empty",
"tests/test_csic_trainer.py::test_entropy_single_char_is_zero",
"tests/test_csic_trainer.py::test_entropy_uniform_two_chars_is_one_bit",
"tests/test_csic_trainer.py::test_extract_features_all_floats",
"tests/test_csic_trainer.py::test_extract_features_lfi_detected",
"tests/test_csic_trainer.py::test_extract_features_normal_row",
"tests/test_csic_trainer.py::test_extract_features_post_method",
"tests/test_csic_trainer.py::test_extract_features_returns_12_values",
"tests/test_csic_trainer.py::test_extract_features_returns_15_values",
"tests/test_csic_trainer.py::test_extract_features_sqli_detected",
"tests/test_csic_trainer.py::test_extract_features_xss_detected",
"tests/test_csic_trainer.py::test_feature_names_count",
"tests/test_csic_trainer.py::test_features_from_request_defaults",
"tests/test_csic_trainer.py::test_features_from_request_matches_row_wrapper",
"tests/test_csic_trainer.py::test_max_param_len_reflects_longest_value",
"tests/test_csic_trainer.py::test_parse_content_len_from_header",
"tests/test_csic_trainer.py::test_parse_content_len_nan",
"tests/test_csic_trainer.py::test_parse_content_len_plain_number",
"tests/test_csic_trainer.py::test_special_ratio_all_special",
"tests/test_csic_trainer.py::test_special_ratio_empty",
"tests/test_csic_trainer.py::test_special_ratio_mixed",
"tests/test_csic_trainer.py::test_trainer_build_features_labels",
"tests/test_csic_trainer.py::test_trainer_build_features_shape",
"tests/test_csic_trainer.py::test_trainer_save_load",
"tests/test_csic_trainer.py::test_trainer_train_returns_reports",
"tests/test_csic_trainer.py::test_training_report_summary",
"tests/test_injector.py::test_build_tasks_pairs_payloads_with_targets",
"tests/test_injector.py::test_empty_crawl_does_not_fall_back_to_dvwa",
"tests/test_injector.py::test_falls_back_to_dvwa_when_no_crawl",
"tests/test_injector.py::test_resolves_form_inputs_and_skips_submit",
"tests/test_injector.py::test_resolves_url_params",
"tests/test_injector.py::test_skips_state_mutating_forms",
"tests/test_payload_gen.py::test_adaptive_skips_high_block_rate_technique",
"tests/test_payload_gen.py::test_comment_insertion_only_for_sqli",
"tests/test_payload_gen.py::test_double_url_encoding_applied",
"tests/test_payload_gen.py::test_generate_all_deduplicates",
"tests/test_payload_gen.py::test_generate_includes_original",
"tests/test_payload_gen.py::test_generate_increases_payload_count",
"tests/test_payload_gen.py::test_html_entity_encode_only_for_xss",
"tests/test_payload_gen.py::test_lfi_skips_case_mutation",
"tests/test_payload_gen.py::test_record_feedback_and_technique_stats",
"tests/test_payload_gen.py::test_url_encoding_applied",
"tests/test_payload_gen.py::test_whitespace_variation_produces_tab_and_comment",
"tests/test_reporter.py::test_pdf_generation",
"tests/test_reporter.py::test_stats_by_severity"
]