Harden the core privacy guarantee: - Add `strict` mode (default true): after detection, verify no mapped value survives as a whole token in the output (ignoring placeholders, whose context may legitimately echo a value like `B+`). Catches a model that redacts one mention of a value but leaves another in clear — which the placeholder/mapping bijection check missed. Fail-closed: throws AnonymizationError naming only the non-secret placeholder key, and runs on the final result so it is not swallowed into the regex fallback (which can't fix a name leak). Set strict:false to opt out. - Add `prefilter` option (default true): decouple the PII pre-filter from the presence of a regex fallback. Set false to always consult the LLM while keeping the fallback for LLM failures (max recall + graceful degradation). - Boundary-aware value substitution: applyKnown and the leak check now match values only as whole tokens (Unicode letter/digit boundaries, regex-escaped), so "Ann" no longer replaces inside "Anna" and "jean@x.ch" no longer matches inside "jean@x.church"; accented/non-Latin names preserved. - deanonymize restores longest placeholder keys first (prefix-overlap defense). Restructures anonymize/anonymizeChunks/anonymizeTurn to a single exit so the leak check runs once on the final result. Behavior is unchanged for callers that were already leak-free. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
115 lines
7.1 KiB
Markdown
115 lines
7.1 KiB
Markdown
# Changelog
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All notable changes to this project are documented here. The format is based on
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[Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to
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[Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [0.5.0] - Unreleased
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### Added
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- **Strict anti-leak mode (on by default).** New `strict` option on `Anonymizer`. When enabled, the anonymized
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output is checked after detection to ensure no mapped value still appears as a whole token (ignoring
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placeholders — a placeholder's context field may legitimately echo a value, e.g. `B+` in `[PER_1.SANG:B+]`).
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This catches a model that redacts one mention of a value but leaves another in clear — a case the previous
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bidirectional validation (placeholder ⇄ mapping-key) did not detect. On a suspected leak it throws
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`AnonymizationError` naming only the non-secret placeholder key. Fail-closed: it runs on the final result
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and is **not** swallowed into the regex fallback (which can't fix a name leak). **Defaults to `true`** — set
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`strict: false` to restore the previous behaviour (or if a false positive rejects an otherwise-fine result).
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- **`prefilter` option** — decouples the cheap PII pre-filter (skip the LLM when no PII is heuristically
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detected) from the presence of a regex fallback. Default `true`; set `false` to always consult the LLM
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while still keeping the fallback for LLM failures (maximum recall with graceful degradation).
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### Changed
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- **Boundary-aware value substitution.** Known-value reuse (`applyKnown`, used by `anonymizeChunks` and
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`anonymizeTurn`) now matches values only as whole tokens (Unicode letter/digit boundaries) instead of raw
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substrings, so a short value like `"Ann"` is no longer replaced inside `"Anna"`, and `"jean@exemple.ch"`
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no longer matches inside `"jean@exemple.church"`. Accented and non-Latin names are preserved. The strict
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leak check uses the same boundary logic, so detection and substitution agree.
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- `deanonymize` now restores longest placeholder keys first (defensive against prefix overlaps).
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## [0.4.0] - Unreleased
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### Added
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- **Multi-turn conversation support.** New `Anonymizer.anonymizeTurn(text, session?) → { anon, mapping,
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legend, session }` keeps one stable id per entity across a whole chat: it seeds each turn with a running,
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serializable `AnonymizerSession` (`{ mapping, legend, history }`), reuses known values via `applyKnown`,
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tells the model which ids are taken, and de-collides new ones. Persist the returned `session` and pass it
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back next turn.
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- `Anonymizer.conversation(initial?)` — a stateful in-memory wrapper (`anonymize`, `deanonymize`,
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`session()`) over `anonymizeTurn`.
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- Optional `LlmProvider.anonymizeInConversation(text, ctx)` — providers can use prior context (anonymized
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`history`, `legend`, `usedIds`, and optionally `mapping`) for better cross-turn coreference/attribution.
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`openAICompatibleProvider` implements it; providers that don't fall back to the batch path automatically.
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- `openAICompatibleProvider` options: `includeMappingInContext` (**default false** — only send real values
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to a _trusted_ anonymizer endpoint) and `historyMaxTurns` via `AnonymizerConfig` (default 10).
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- Exported the `AnonymizerSession` type.
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## [0.3.1] - Unreleased
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### Changed
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- Default prompt hardening for lossless round-trips: (1) two **different** values of the same type never
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share a placeholder — they must be distinguished by context (e.g. `[PER_1.IBAN:Ancien]` vs
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`[PER_1.IBAN:Nouveau]`), preventing a within-message collision (old/new IBAN); (2) the model must not
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absorb adjacent **punctuation/separators** (commas, spaces, parentheses) into a placeholder. Together
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these took the live Gemma-4 e-learning demo from 4/5 to 5/5 exact round-trips.
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## [0.3.0] - Unreleased
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### Changed
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- **`openAICompatibleProvider` now works with Infomaniak (and other open-model endpoints) out of the box.**
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`response_format` is **omitted by default** instead of hard-coding `{ type: 'json_object' }`, which
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current Infomaniak rejects (HTTP 422). Pass the new `responseFormat` option (e.g. `{ type: 'json_object' }`
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or a `json_schema` object) for endpoints that support/require it. **Breaking** for endpoints that relied
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on the previous forced `json_object`.
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- JSON responses are now **parsed leniently** — a fenced JSON code block or surrounding prose is tolerated
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(the outermost `{ … }` is extracted), so models without an enforced `response_format` don't cause
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spurious parse failures.
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- The default prompt gained a **COHÉRENCE** block (exact placeholder↔mapping-key identity, values are the
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original data never another placeholder, strict `[TYPE_N…]` format, mask the value not the adjacent
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label) to improve reliability across models.
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## [0.2.0] - Unreleased
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### Added
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- **`legend`** on every result — abbreviation → French meaning (`PER`→`Personne`, `M`→`Masculin`), safe to
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forward to a downstream LLM so it understands the placeholder tokens. Backed by a built-in
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`DEFAULT_LEGEND` so coverage is guaranteed even if the model omits entries.
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- The default prompt now lets the model **coin new uppercase abbreviations** for entities/attributes/
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context it discovers and return their meanings in `legende`.
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- `PatternDef.meaning` — optional human label for a tag, surfaced in the `legend`. `presets.swiss`/
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`presets.generic` ship French meanings.
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- `AnonymizationError` (exported) — thrown when anonymization can't complete and no fallback exists;
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carries the originating error in `.cause`.
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### Changed (breaking)
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- **Regex fallback is now opt-in.** `patterns` no longer defaults to `presets.swiss`. With no fallback,
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an LLM failure throws `AnonymizationError` (fail-closed) and the pre-filter is bypassed. At least one of
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`llm` or `patterns` is required, or the constructor throws.
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- `AnonymizationResult` gained a required `legend` field; `LlmProvider.anonymizeBatch` returns `legend`.
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- `anonymizeChunks(chunks, seed)` — `seed` is now `{ mapping, legend? }` (was the bare mapping) and the
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return includes `legend`.
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## [0.1.0] - Unreleased
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### Added
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- Initial public release.
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- `Anonymizer` — pre-filter → LLM → regex fallback, bidirectional validation, deterministic coreference,
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and de-collision across question and retrieved chunks (`anonymize`, `anonymizeChunks`, `deanonymize`).
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- `makeStreamDeanonymizer` — streaming-safe de-anonymization that never leaks a split placeholder.
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- `openAICompatibleProvider` — pluggable LLM detection over any OpenAI-compatible Chat Completions API.
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- `presets.swiss` and `presets.generic` regex pattern sets; fully configurable custom patterns.
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- Regex-only mode (no LLM provider required).
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- `PatternDef.validate` — optional second-stage predicate to cut false positives; `presets.generic` uses
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it for a Luhn check on credit-card candidates, and de-overlaps its phone/date/IP patterns.
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- `openAICompatibleProvider` retries transient failures (network/timeout/429/5xx) via `retries` and
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`retryDelayMs` options; non-transient 4xx and malformed responses are not retried.
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- Hardened the `nameHint` heuristic: `g`/`y` flags are stripped internally so `.test()` is stateless.
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