Skip to main content

Rust-backed PII detection and masking plugin for MCP Gateway

Project description

PII Filter (Rust)

High-performance PII detection and masking library for ContextForge.

Features

  • Detects 12+ PII types (SSN, email, credit cards, phone numbers, and more)
  • Built-in detectors follow default_mask_strategy and default to redact
  • Multiple masking strategies (redact, partial, hash, tokenize, remove)
  • Parallel regex matching with RegexSet (5-10x faster than Python)
  • Zero-copy operations for nested JSON/dict traversal
  • Whitelist support for false positive filtering
  • Deterministic overlap resolution: earliest match wins, then the longest match wins
  • Structural validation for SSNs and common card issuer ranges to reduce false positives
  • Explicit guardrails for oversized inputs and pathological custom patterns

Build

make install

Runtime Requirements

This plugin depends on cpex>=0.1.0,<0.2 and imports hook models from cpex.framework. The compiled Rust extension is mandatory; there is no Python fallback implementation.

Usage

The Python plugin requires the compiled Rust extension and uses it for all detection and masking operations.

Migration Note

Version 0.2.0 intentionally changes the built-in default masking policy from partial masking to redact. Set default_mask_strategy: "partial" explicitly if you need the previous behavior.

Version 0.2.1 changes custom-pattern inheritance: when custom_patterns[].mask_strategy is omitted or set to null/None, the pattern inherits default_mask_strategy instead of forcing redact.

Version 0.2.0 also tightens the default privacy posture for observability: detection logging and detection-detail metadata are now disabled unless you opt in with log_detections: true or include_detection_details: true.

Version 0.2.1 validates default_mask_strategy and custom_patterns[].mask_strategy strictly. Invalid values that older builds silently treated as redact now fail fast during plugin initialization.

Detection Coverage

This section describes the current Rust detector behavior so users know what is intentionally matched and what is intentionally left alone. The detector is optimized to reduce noisy false positives, which means some generic identifiers are only matched when they appear with clear context labels.

Social Security Numbers (SSN)

Covers

  • Dashed US SSNs such as 123-45-6789
  • Compact 9-digit SSNs only when they appear with SSN-specific context such as SSN, Social Security, or Social Security Number
  • Structural validation that rejects impossible values such as 000-12-3456, 666-12-3456, 123-00-4567, and 123-45-0000

Does not cover

  • Bare 9-digit values without SSN context
  • Real-world identity verification or SSA-backed validation
  • Country-specific national identifiers outside the US SSN patterns

BSN (Dutch Citizen Service Number)

Covers

  • 9-digit BSNs when they appear with explicit Dutch/BSN-style context such as BSN, Citizen ID, Citizen Service Number, or Burgerservicenummer
  • Phrases such as My BSN is 123456789

Does not cover

  • Generic unlabeled 9-digit numbers
  • Generic business identifiers such as order numbers, invoice numbers, or tracking numbers unless they also use BSN-specific wording
  • Validation against authoritative Dutch registries

Credit Card Numbers

Covers

  • Common 13-19 digit card numbers with spaces or dashes
  • Luhn-valid numbers from the major issuer families currently recognized by the detector, including Visa, Mastercard, American Express, Discover, Diners Club, JCB, UnionPay, and Maestro

Does not cover

  • Numbers that fail Luhn validation
  • Arbitrary long digit strings that do not match a recognized card-prefix family
  • Full issuer-specific business rules beyond prefix and Luhn checks

Email Addresses

Covers

  • Standard email addresses such as alice@example.com
  • Full redaction by default, or partial masking when explicitly configured

Does not cover

  • Full RFC-complete email parsing
  • Mailbox ownership verification or domain reachability checks
  • Obfuscated emails such as alice at example dot com

Phone Numbers

Covers

  • Common US phone number formats such as 555-123-4567, (555) 123-4567, and 1 555 123 4567
  • International numbers with an explicit leading + and enough digits to look like an E.164-style value

Does not cover

  • Short local extensions or ambiguous local-only numbers
  • International numbers without a leading +
  • Country-by-country numbering-plan validation

IP Addresses

Covers

  • Standard IPv4 dotted-quad addresses
  • Fully expanded IPv6 addresses in the eight-group hexadecimal form

Does not cover

  • Shorthand IPv6 forms such as 2001:db8::1
  • Hostnames, URLs, or CIDR ranges
  • Private/public classification or network reachability checks

Dates of Birth

Covers

  • Explicitly labeled date-of-birth phrases such as DOB: 01/15/1990
  • Unlabeled dates in MM/DD/YYYY or MM-DD-YYYY form within the configured year range

Does not cover

  • Locale-specific date parsing beyond the built-in patterns
  • Natural-language dates such as 15 January 1990
  • Any proof that a matched date is actually a birth date when no DOB-style label is present

Passport Numbers

Covers

  • Passport identifiers only when they appear with explicit passport context such as Passport, Passport No, or Passport Number
  • Label-plus-value matches such as Passport Number: AB123456

Does not cover

  • Standalone alphanumeric IDs without passport wording
  • Country-specific passport validation rules
  • Broader travel-document types that do not use passport labels

Driver's License Numbers

Covers

  • Driver's license values with explicit labels such as DL, License, or Driver's License

Does not cover

  • Unlabeled alphanumeric identifiers
  • State-by-state or country-by-country license validation rules
  • Vehicle registration numbers or other transport-related IDs

Bank Account Numbers

Covers

  • Account numbers when they appear with explicit account-style context such as Account, Acct, Bank Account, or Account Number
  • IBAN-like values that match the built-in pattern

Does not cover

  • Bare 8-17 digit values without account context
  • Full IBAN country validation or checksum verification
  • Routing-number-only detection

Medical Record Numbers

Covers

  • Explicitly labeled medical record identifiers such as MRN or Medical Record

Does not cover

  • Unlabeled healthcare identifiers
  • Insurance member IDs, prescription IDs, or other healthcare-adjacent identifiers unless added through custom patterns
  • Validation against provider or hospital systems

Custom Patterns

Covers

  • User-defined regex patterns for organization-specific identifiers
  • Explicit per-pattern masking strategies
  • Guardrails that reject patterns that are too long or too complex for maintainable admin-authored configuration

Does not cover

  • Unlimited regex expressiveness
  • Automatic tuning of custom patterns for precision or recall
  • Protection against poor pattern choices that are syntactically valid but semantically too broad

Custom patterns are intended for trusted operators editing plugin configuration, not untrusted end-user input. The Rust implementation relies on the regex crate, which avoids catastrophic backtracking during matching, and then applies additional length and complexity limits to keep custom expressions readable and cheap to compile.

Security Notes

  • Detection logging is disabled by default. Enable it only if your logging pipeline is allowed to receive derived PII metadata.
  • Detection-detail metadata is disabled by default. Enable include_detection_details only if downstream consumers are allowed to inspect detected type/count summaries.
  • Whitelist patterns are compiled case-insensitively.
  • Custom patterns must stay within basic length and complexity limits and are meant for trusted admin-authored configuration.
  • Very large strings and oversized nested collections are rejected instead of being scanned indefinitely.

Masking Notes

  • HASH masking emits the first 16 hexadecimal characters of a salted SHA-256 digest, for example [HASH:8f434346648f6b96].
  • Earlier releases emitted 8 hexadecimal characters. Update downstream parsers if they assumed the shorter fixed-width placeholder.

Testing

# Rust unit tests
make test

# Python tests
make test-python

# Benchmarks
make bench

Performance

Expected 5-10x speedup over Python implementation for typical payloads.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cpex_pii_filter-0.3.5.tar.gz (57.6 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

cpex_pii_filter-0.3.5-cp311-abi3-win_amd64.whl (815.8 kB view details)

Uploaded CPython 3.11+Windows x86-64

cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_x86_64.whl (887.8 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ x86-64

cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_s390x.whl (922.2 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ s390x

cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_ppc64le.whl (916.7 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ ppc64le

cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_aarch64.whl (831.4 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ ARM64

cpex_pii_filter-0.3.5-cp311-abi3-macosx_11_0_arm64.whl (778.1 kB view details)

Uploaded CPython 3.11+macOS 11.0+ ARM64

File details

Details for the file cpex_pii_filter-0.3.5.tar.gz.

File metadata

  • Download URL: cpex_pii_filter-0.3.5.tar.gz
  • Upload date:
  • Size: 57.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for cpex_pii_filter-0.3.5.tar.gz
Algorithm Hash digest
SHA256 137cb71a8c3699fba582243a17a6372c473cd1b79bd90f76cc700b6dc7b81637
MD5 c4edbe7cda751d9f74c7d8342436a2fd
BLAKE2b-256 232c8af51d306e50b3746af61f587d2e533225ae6f4ced359797c97c3bd354a0

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5.tar.gz:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_pii_filter-0.3.5-cp311-abi3-win_amd64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.5-cp311-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 59a4148879a1ebdbc55fe8a44d2f135d9bff8658c766deb2d46b4f41eb0126e1
MD5 fd31738736caafc576c1f1453338d45c
BLAKE2b-256 feaea0754ab9cffe52cd9fb63ebf47b60393feb6d87cdc4cddeaec8d65e97318

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5-cp311-abi3-win_amd64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 fcd77d4c18bcbf2bfc6db7cbad24f3ca565ab1bb03c9aeebd2a329a64938fcd4
MD5 42d7ca225b819b34d79f006fe76b993b
BLAKE2b-256 9061b27c95e045d3928de5fcfd8e6a126dd70a0db411622c8019e1a22fe700de

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_x86_64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_s390x.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_s390x.whl
Algorithm Hash digest
SHA256 aea795da9131adda37c52f03250fe2d82a33b2716ff1bd1e280347f109c0275d
MD5 f66e24d82fd7f39a9074a430c65d083b
BLAKE2b-256 900d0b2753242cc111d215ef24aa6c36a10ef6579be0c73e6c9ac0f16dab457b

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_s390x.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_ppc64le.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_ppc64le.whl
Algorithm Hash digest
SHA256 06bd1d53ccd297abeaf7e1c296b5ae324269d1832ace302ead3b13e55fec8b09
MD5 87e546308d7404631f13e86998574b05
BLAKE2b-256 3d86f811830e74061fdd61d910529d9334e498f1a898fdb79d8b49ff1f717780

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_ppc64le.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_aarch64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_aarch64.whl
Algorithm Hash digest
SHA256 d30aa860ff4dc6c588beeafefd2af41f6d3767dff4dc62322ce5c2cc30901f36
MD5 6cb0e8c32abac81ac485b43d1a40c972
BLAKE2b-256 c7ce865b17c440f1ab462a6b104ec4f38ad71eee7401236d16e33f9c5a77b0cf

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5-cp311-abi3-manylinux_2_34_aarch64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_pii_filter-0.3.5-cp311-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.5-cp311-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a64bdb58eaf027bfeaa5f3950263427cbb943adf26eb28a60730a3e30cb353f3
MD5 58f32be8be8a6d79f1dbf3a11c50416c
BLAKE2b-256 e3d1b02e3c1a3ec892c12745799c299be07e5e70146caf17803d5fe5101255d0

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.5-cp311-abi3-macosx_11_0_arm64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page