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.

Hook Signatures

All plugin hooks now accept an optional extensions parameter that carries OpenTelemetry trace context:

def prompt_pre_fetch(
    self,
    payload: typing.Any,
    context: typing.Any,
    extensions: typing.Any = None
) -> typing.Any: ...

def prompt_post_fetch(
    self,
    payload: typing.Any,
    context: typing.Any,
    extensions: typing.Any = None
) -> typing.Any: ...

def tool_pre_invoke(
    self,
    payload: typing.Any,
    context: typing.Any,
    extensions: typing.Any = None
) -> typing.Any: ...

def tool_post_invoke(
    self,
    payload: typing.Any,
    context: typing.Any,
    extensions: typing.Any = None
) -> typing.Any: ...

The extensions parameter is optional and defaults to None. When present, it carries OpenTelemetry trace context (e.g., trace_id), allowing plugins to emit metrics or observability data tied to the current trace.

Metrics and Observability

When a trace context is present (via extensions.request.trace_id), the plugin emits operational metrics on result.metadata["pii_filter"] with the following schema:

result.metadata["pii_filter"] = {
    "total_detections": 2,       # int — total number of PII detections in this call
    "total_masked": 2,           # int — total number masked/redacted
    "detection_types": ["email", "ssn"],  # list[str] — distinct type names, sorted, deduped
    "stage": "tool_post_invoke", # str — which hook stage emitted this
}

Gating: Metrics are only emitted when a valid trace_id is present in the trace context. The trace_id itself is an input (read from extensions.request.trace_id) and is never included in the output metrics.

Security Note (S1): The plugin never includes raw sensitive content in any output, logs, or metrics. All PII detection and masking operations are performed with the guarantee that sensitive values are redacted before any externalization.

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 is disabled unless you opt in with log_detections: 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.

Version 0.3.6 is a breaking change for any existing consumer reading detection metadata:

  • The old context.metadata["pii_filter_stats"] and context.metadata["pii_detections"] channels have been removed entirely. There is no compatibility shim; code reading those keys will silently stop receiving data.
  • Detection/masking metrics are now emitted on result.metadata["pii_filter"] instead, with keys total_detections, total_masked, detection_types, and stage (see Metrics and Observability above for the full schema).
  • All plugin hooks (prompt_pre_fetch, prompt_post_fetch, tool_pre_invoke, tool_post_invoke) now accept a new optional extensions parameter carrying OpenTelemetry trace context. Emission to result.metadata["pii_filter"] is gated solely on extensions.request.trace_id being present and valid — if no trace context is supplied, no metrics are written at all, regardless of any config flag.
  • Consumers that previously read context.metadata["pii_filter_stats"] / context.metadata["pii_detections"] unconditionally must migrate to reading result.metadata["pii_filter"] and must pass a trace_id via extensions to receive metrics.

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.
  • OTel detection-detail metrics (result.metadata["pii_filter"]) are only emitted when a valid trace_id is present in the extensions hook parameter (extensions.request.trace_id); no trace context means no metrics are written. The include_detection_details config field does not gate this and is currently a reserved no-op.
  • 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-0.3.6.tar.gz (66.8 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-0.3.6-cp311-abi3-win_amd64.whl (817.0 kB view details)

Uploaded CPython 3.11+Windows x86-64

cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_x86_64.whl (888.9 kB view details)

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

cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_s390x.whl (923.2 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ s390x

cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_ppc64le.whl (918.5 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ ppc64le

cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_aarch64.whl (832.9 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ ARM64

cpex_pii_filter-0.3.6-cp311-abi3-macosx_11_0_arm64.whl (779.3 kB view details)

Uploaded CPython 3.11+macOS 11.0+ ARM64

File details

Details for the file cpex_pii_filter-0.3.6.tar.gz.

File metadata

  • Download URL: cpex_pii_filter-0.3.6.tar.gz
  • Upload date:
  • Size: 66.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for cpex_pii_filter-0.3.6.tar.gz
Algorithm Hash digest
SHA256 c1e2c7702d9b79f7e5cfd1ac63f4e4eb15a438a2f2b7a54818e228ce2e4a4ebe
MD5 2a37425f9518a0dd54b8b3b6f7300fbb
BLAKE2b-256 1815371a5eb53267075d62f928aeaa059c066854693eff28383607069ab088ff

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6.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-0.3.6-cp311-abi3-win_amd64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.6-cp311-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 0c3d11f1eb306ec96cf6e6daf1bec9c0973d43527153ab60e76c8ee4ee8cdeb8
MD5 3ec08bbacbed6b8024fde717dc7a2b2e
BLAKE2b-256 faf8a99a4bcff07df0466b06b49cf6d17b627c9b5a06654f6b5d4c43f04e4901

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6-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-0.3.6-cp311-abi3-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 e3c602ce2bafaa01888d78b5dbb1bd78f78d280d3d7104292551510221fdf881
MD5 3e2cf62ad0ea6a752c70457487e1e7b5
BLAKE2b-256 b957448969151152285e40c8834f6987a5db3084ea17af0868fedfd8e9275102

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6-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-0.3.6-cp311-abi3-manylinux_2_34_s390x.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_s390x.whl
Algorithm Hash digest
SHA256 b1e75e56174d405ba3e052097e1f5720a589d5f1a654a15a66b86b6b27129052
MD5 82396e596ed3260f2736a4bd56f1f334
BLAKE2b-256 1b16021e8105d82939fc7bbcaf33ba434f46ff6a0fe10a1f1ee8a4b28bed357f

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6-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-0.3.6-cp311-abi3-manylinux_2_34_ppc64le.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_ppc64le.whl
Algorithm Hash digest
SHA256 720c7a27f2b5b8c049a4142c5a18cc3e272d1bf12cea90b56a79b363257ca460
MD5 efd2c169ad7dd4ca051f6be8b6d1c453
BLAKE2b-256 447f730d310a283f3a055c99de82d236d693f7c37ee4c620f1d99974d3805b99

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6-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-0.3.6-cp311-abi3-manylinux_2_34_aarch64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.6-cp311-abi3-manylinux_2_34_aarch64.whl
Algorithm Hash digest
SHA256 cbb23b7801aafb5686119f4306a5b33820bdaa30104d42c89e1bec713c177ca1
MD5 89a8511c02074b93510863c24fe6ce52
BLAKE2b-256 e0ae67f7fccd965db135d186d9c2b6faf4b3b5a38bacb2924629887fb9d6b77e

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6-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-0.3.6-cp311-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cpex_pii_filter-0.3.6-cp311-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4fb8d6d8a6935333f560f2af8eb53381d327237d3a2166b4dbdf0cccba7b0c68
MD5 166d8836ae85eae09e5226860e3e7798
BLAKE2b-256 e48094e60f15196cad1b5053485696ab03abb081f351ef3c06c9fc29c40ea314

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_pii_filter-0.3.6-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