{ "schema_version": 1, "generated_at_utc": "2026-10-03T22:55:11.207504+00:00", "scope": "64 fixed synthetic cases; full annotated-value coverage, not production recall or F1", "scanner_image": "ghcr.io/cloud-ru-tech/guardrails-llm-filter@sha256:c2365b1c67de00d588192b2bf15b1911f482c13fcff6abcc54aabf14c54e3bf6", "suite_sha256": "2c9f8e6428f44f0c479aa518e409117b09798435b1bb6d39289437119af2a7b8", "source_sha256": { "evals/cloudru_cases.py": "7486275bc50863a1c39663b47c977845ab9fa81c46c10edc99d62ac9b2e38a0a", "evals/cloudru_comparison.py": "531ea98e7e1a3e21a5cee4cd784098877808dc9e9fb30660a4bb6fc3a410ffbb", "gateway/reference_gateway.py": "6b39ce5595f3133e73188a711fb40444f9b80c4700915fb74c795eb375109cc7", "apps/rag-assistant/secure_rag/cloudru_pii.py": "12d782c8a19fab26889c52b41dd15408e92ebb356b023a40f35f7be44e1abfc2", "apps/rag-assistant/secure_rag/presidio_pii.py": "94e666abc19ac5d63f590b5f53119ae8d0ef15974827c007494870642b6fc195", "infra/presidio/recognizers.yaml": "d1463975e7ade2229dcbe31fc32fc6693f01020e9ab680a4796ad1c7807ccf4f", "infra/presidio/nlp.yaml": "33d83ce956ecc0c44a5d98585e525e38ff04ac7e989978a5baf9a80b28d8784b" }, "summary": { "cloudru": { "cases": 64, "checked": 64, "unavailable": 0, "protected_values": 35, "sensitive_values": 50, "sensitive_characters": 1169, "covered_sensitive_characters": 842, "extra_masked_characters": 0, "benign_unchanged": 14, "benign_cases": 14, "latency_p50_ms": 2.36, "latency_p95_ms": 6.14, "miss_ids": [ "name_lowercase", "name_transliterated", "name_foreign", "name_zero_width", "address_lowercase", "address_ocr", "address_zero_width", "email_cyrillic", "email_spoken", "phone_compact", "phone_spoken", "phone_ocr", "snils_bad_checksum", "passport_ocr", "secret_password_ru" ], "false_positive_ids": [] }, "presidio": { "cases": 64, "checked": 64, "unavailable": 0, "protected_values": 24, "sensitive_values": 50, "sensitive_characters": 1169, "covered_sensitive_characters": 452, "extra_masked_characters": 42, "benign_unchanged": 12, "benign_cases": 14, "latency_p50_ms": 10.11, "latency_p95_ms": 16.46, "miss_ids": [ "name_uppercase", "name_initials_before", "name_lowercase", "name_zero_width", "address_markers", "address_marker_after", "address_apartment", "address_lowercase", "address_ocr", "address_zero_width", "email_spoken", "phone_spoken", "phone_ocr", "passport_ocr", "card_bad_checksum", "kpp", "secret_pem", "secret_github", "secret_stripe", "secret_npm", "secret_bearer", "secret_dsn", "secret_ru_api_key", "secret_password_en", "secret_password_ru", "secret_unlabelled" ], "false_positive_ids": [ "date", "uuid" ] } }, "groups": { "names": { "cloudru": { "cases": 12, "checked": 12, "unavailable": 0, "protected_values": 8, "sensitive_values": 12, "sensitive_characters": 223, "covered_sensitive_characters": 165, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 2.11, "latency_p95_ms": 9.53, "miss_ids": [ "name_lowercase", "name_transliterated", "name_foreign", "name_zero_width" ], "false_positive_ids": [] }, "presidio": { "cases": 12, "checked": 12, "unavailable": 0, "protected_values": 8, "sensitive_values": 12, "sensitive_characters": 223, "covered_sensitive_characters": 181, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 10.45, "latency_p95_ms": 31.03, "miss_ids": [ "name_uppercase", "name_initials_before", "name_lowercase", "name_zero_width" ], "false_positive_ids": [] } }, "addresses": { "cloudru": { "cases": 6, "checked": 6, "unavailable": 0, "protected_values": 3, "sensitive_values": 6, "sensitive_characters": 153, "covered_sensitive_characters": 74, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 2.57, "latency_p95_ms": 2.94, "miss_ids": [ "address_lowercase", "address_ocr", "address_zero_width" ], "false_positive_ids": [] }, "presidio": { "cases": 6, "checked": 6, "unavailable": 0, "protected_values": 0, "sensitive_values": 6, "sensitive_characters": 153, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 11.71, "latency_p95_ms": 16.08, "miss_ids": [ "address_markers", "address_marker_after", "address_apartment", "address_lowercase", "address_ocr", "address_zero_width" ], "false_positive_ids": [] } }, "contacts": { "cloudru": { "cases": 10, "checked": 10, "unavailable": 0, "protected_values": 5, "sensitive_values": 10, "sensitive_characters": 252, "covered_sensitive_characters": 106, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 2.38, "latency_p95_ms": 3.98, "miss_ids": [ "email_cyrillic", "email_spoken", "phone_compact", "phone_spoken", "phone_ocr" ], "false_positive_ids": [] }, "presidio": { "cases": 10, "checked": 10, "unavailable": 0, "protected_values": 7, "sensitive_values": 10, "sensitive_characters": 252, "covered_sensitive_characters": 136, "extra_masked_characters": 10, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 10.47, "latency_p95_ms": 16.46, "miss_ids": [ "email_spoken", "phone_spoken", "phone_ocr" ], "false_positive_ids": [] } }, "identifiers": { "cloudru": { "cases": 12, "checked": 12, "unavailable": 0, "protected_values": 10, "sensitive_values": 12, "sensitive_characters": 174, "covered_sensitive_characters": 149, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 1.68, "latency_p95_ms": 9.72, "miss_ids": [ "snils_bad_checksum", "passport_ocr" ], "false_positive_ids": [] }, "presidio": { "cases": 12, "checked": 12, "unavailable": 0, "protected_values": 9, "sensitive_values": 12, "sensitive_characters": 174, "covered_sensitive_characters": 135, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 10.93, "latency_p95_ms": 22.22, "miss_ids": [ "passport_ocr", "card_bad_checksum", "kpp" ], "false_positive_ids": [] } }, "secrets": { "cloudru": { "cases": 10, "checked": 10, "unavailable": 0, "protected_values": 9, "sensitive_values": 10, "sensitive_characters": 367, "covered_sensitive_characters": 348, "extra_masked_characters": 0, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 4.36, "latency_p95_ms": 6.21, "miss_ids": [ "secret_password_ru" ], "false_positive_ids": [] }, "presidio": { "cases": 10, "checked": 10, "unavailable": 0, "protected_values": 0, "sensitive_values": 10, "sensitive_characters": 367, "covered_sensitive_characters": 0, "extra_masked_characters": 10, "benign_unchanged": 0, "benign_cases": 0, "latency_p50_ms": 4.71, "latency_p95_ms": 8.64, "miss_ids": [ "secret_pem", "secret_github", "secret_stripe", "secret_npm", "secret_bearer", "secret_dsn", "secret_ru_api_key", "secret_password_en", "secret_password_ru", "secret_unlabelled" ], "false_positive_ids": [] } }, "benign": { "cloudru": { "cases": 14, "checked": 14, "unavailable": 0, "protected_values": 0, "sensitive_values": 0, "sensitive_characters": 0, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": 14, "benign_cases": 14, "latency_p50_ms": 2.06, "latency_p95_ms": 5.79, "miss_ids": [], "false_positive_ids": [] }, "presidio": { "cases": 14, "checked": 14, "unavailable": 0, "protected_values": 0, "sensitive_values": 0, "sensitive_characters": 0, "covered_sensitive_characters": 0, "extra_masked_characters": 22, "benign_unchanged": 12, "benign_cases": 14, "latency_p50_ms": 9.82, "latency_p95_ms": 15.74, "miss_ids": [], "false_positive_ids": [ "date", "uuid" ] } } }, "residual": { "checked_cases": 64, "detected_cases": 15, "case_ids": [ "name_uppercase", "address_markers", "address_marker_after", "address_apartment", "card_bad_checksum", "kpp", "secret_pem", "secret_github", "secret_stripe", "secret_npm", "secret_bearer", "secret_dsn", "secret_ru_api_key", "secret_password_en", "secret_unlabelled" ], "latency_p50_ms": 2.6, "latency_p95_ms": 6.92, "meaning": "Residual detections are observations, not additional redaction or confirmed PII" }, "cases": [ { "id": "name_full", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 20, "covered_sensitive_characters": 20, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 9.53 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 20, "covered_sensitive_characters": 20, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 31.03 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.64 } }, { "id": "name_declined", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 23, "covered_sensitive_characters": 23, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 3.05 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 23, "covered_sensitive_characters": 23, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 15.31 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.91 } }, { "id": "name_uppercase", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 20, "covered_sensitive_characters": 20, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.92 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 20, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 13.64 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 1, "match_count": 1, "data_types": [ 5 ], "latency_ms": 2.52 } }, { "id": "name_initials_after", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 12, "covered_sensitive_characters": 12, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 1.41 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 12, "covered_sensitive_characters": 12, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 11.72 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.08 } }, { "id": "name_initials_before", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 12, "covered_sensitive_characters": 12, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 1.67 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 12, "covered_sensitive_characters": 5, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 10.06 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.85 } }, { "id": "name_yo", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 22, "covered_sensitive_characters": 22, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.27 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 22, "covered_sensitive_characters": 22, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 10.33 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.19 } }, { "id": "name_hyphenated", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 30, "covered_sensitive_characters": 30, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.56 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 30, "covered_sensitive_characters": 30, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 12.58 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.33 } }, { "id": "name_two_words", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 13, "covered_sensitive_characters": 13, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 1.88 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 13, "covered_sensitive_characters": 13, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 9.55 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.01 } }, { "id": "name_lowercase", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 20, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.11 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 20, "covered_sensitive_characters": 13, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 9.41 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.46 } }, { "id": "name_transliterated", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 21, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 1.41 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 21, "covered_sensitive_characters": 21, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 9.84 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 1.87 } }, { "id": "name_foreign", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 9, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 1.16 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 9, "covered_sensitive_characters": 9, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 10.45 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.12 } }, { "id": "name_zero_width", "group": "names", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 21, "covered_sensitive_characters": 13, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.39 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 21, "covered_sensitive_characters": 13, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 10.79 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 3.32 } }, { "id": "address_markers", "group": "addresses", "sensitive": true, "cloudru": { 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"covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 10.58 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 1, "match_count": 1, "data_types": [ 5 ], "latency_ms": 2.6 } }, { "id": "address_apartment", "group": "addresses", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 17, "covered_sensitive_characters": 17, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.14 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 17, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 11.71 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 1, "match_count": 1, "data_types": [ 5 ], "latency_ms": 2.89 } }, { "id": "address_lowercase", "group": "addresses", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 26, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.82 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 26, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 10.27 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 3.01 } }, { "id": "address_ocr", "group": "addresses", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 26, "covered_sensitive_characters": 0, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.94 }, "presidio": { "status": "checked", "protected_values": 0, "sensitive_values": 1, "sensitive_characters": 26, 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"checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 22, "covered_sensitive_characters": 22, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 2.24 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 22, "covered_sensitive_characters": 22, "extra_masked_characters": 5, "benign_unchanged": null, "latency_ms": 7.63 }, "after_presidio": { "status": "checked", "text_count": 1, "changed_text_count": 0, "match_count": 0, "data_types": [], "latency_ms": 2.12 } }, { "id": "email_internal", "group": "contacts", "sensitive": true, "cloudru": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 24, "covered_sensitive_characters": 24, "extra_masked_characters": 0, "benign_unchanged": null, "latency_ms": 1.95 }, "presidio": { "status": "checked", "protected_values": 1, "sensitive_values": 1, "sensitive_characters": 24, "covered_sensitive_characters": 24, 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