Add PII redaction POC for secure LLM prompting.

Implements detect-redact-sanitize pipeline with regex, domain rules, and ONNX NER before the LLM boundary, plus NUnit tests and Xenovex push documentation.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
Bilal Nazer Ali
2026-07-07 13:05:07 +05:30
commit dfc81dea28
60 changed files with 3283 additions and 0 deletions

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using FluentAssertions;
using PiiRedaction.Core.Models;
using PiiRedaction.Core.Tests.TestSupport;
namespace PiiRedaction.Core.Tests.Integration;
[TestFixture]
public sealed class GoldenPromptTests
{
[TestCaseSource(typeof(PromptScenarioCatalog), nameof(PromptScenarioCatalog.AllScenarios))]
public void Sanitize_PromptScenario_ProducesExpectedOutput(PromptScenario scenario)
{
var sanitizer = ProductionPipelineFactory.CreateForScenario(scenario);
var result = sanitizer.Sanitize(new SanitizationRequest(scenario.Prompt));
result.SanitizedPrompt.Should().Be(scenario.ExpectedSanitized, because: scenario.Name);
result.DetectedEntities.Select(entity => entity.Type)
.Should().BeEquivalentTo(scenario.ExpectedTypes, because: scenario.Name);
foreach (var forbidden in scenario.MustNotContainInSanitized)
{
result.SanitizedPrompt.Should().NotContain(forbidden, because: scenario.Name);
}
}
}

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using FluentAssertions;
using PiiRedaction.Core.Abstractions;
using PiiRedaction.Core.Models;
using PiiRedaction.Core.Tests.TestSupport;
using PiiRedaction.Infrastructure.Llm;
namespace PiiRedaction.Core.Tests.Integration;
[TestFixture]
public sealed class LlmBoundaryTests
{
[Test]
public async Task SendPromptAsync_DoesNotTransmitOriginalPii()
{
var capturingClient = new CapturingChatClient();
ILlmPromptService service = new MockLlmPromptService(capturingClient);
const string sanitized = "Customer <PERSON_1> with email <EMAIL_1>.";
await service.SendPromptAsync(sanitized);
capturingClient.LastUserMessage.Should().Be(sanitized);
capturingClient.LastUserMessage.Should().NotContain("ravi.kumar@gmail.com");
capturingClient.LastUserMessage.Should().NotContain("Ravi Kumar");
}
[Test]
public async Task SendPromptAsync_AfterSanitization_OnlyPlaceholdersReachLlm()
{
var capturingClient = new CapturingChatClient();
var sanitizer = ProductionPipelineFactory.Create().Sanitizer;
ILlmPromptService service = new MockLlmPromptService(capturingClient);
const string prompt = "Email ravi.kumar@gmail.com please.";
var result = sanitizer.Sanitize(new SanitizationRequest(prompt));
result.SanitizedPrompt.Should().Contain("<EMAIL_1>");
await service.SendPromptAsync(result.SanitizedPrompt);
capturingClient.LastUserMessage.Should().Contain("<EMAIL_1>");
capturingClient.LastUserMessage.Should().NotContain("ravi.kumar@gmail.com");
}
[TestCase(null)]
[TestCase("")]
[TestCase(" ")]
public void SendPromptAsync_InvalidSanitizedPrompt_ThrowsArgumentException(string? prompt)
{
ILlmPromptService service = new MockLlmPromptService(new MockChatClient());
var action = async () => await service.SendPromptAsync(prompt!);
action.Should().ThrowAsync<ArgumentException>();
}
}

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using FluentAssertions;
using PiiRedaction.Core.Abstractions;
using PiiRedaction.Core.Models;
using PiiRedaction.Core.Tests.TestSupport;
using PiiRedaction.Tests.Shared;
namespace PiiRedaction.Core.Tests.Integration;
/// <summary>
/// End-to-end pipeline proof using the real ONNX NER model (no fakes).
/// </summary>
[TestFixture]
[Category("RealModel")]
public sealed class RealNerPipelineTests : RealNerModelFixture
{
private IPromptSanitizer _sanitizer = null!;
[OneTimeSetUp]
public void OneTimeSetUpPipeline()
{
_sanitizer = ProductionPipelineFactory.CreateWithRealModel(Runner);
}
[Test]
public void Sanitize_FullFinancialWithCustomer_RedactsAllPiiTypes()
{
const string prompt =
"Customer Ravi Kumar with email ravi.kumar@gmail.com and phone 9876543210 has LoanNumber LN-456789 and PAN ABCDE1234F. Please summarize this customer issue.";
var result = _sanitizer.Sanitize(new SanitizationRequest(prompt));
result.SanitizedPrompt.Should().Be(
"Customer <PERSON_1> with email <EMAIL_1> and phone <PHONE_1> has LoanNumber <LOAN_NUMBER_1> and PAN <PAN_1>. Please summarize this customer issue.");
result.SanitizedPrompt.Should().NotContainAny("Ravi Kumar", "ravi.kumar@gmail.com", "9876543210", "LN-456789", "ABCDE1234F");
result.DetectedEntities.Should().Contain(entity =>
entity.Type == PiiEntityType.Person && entity.Source == PiiDetectionSource.Ner);
}
[Test]
public void Sanitize_TwoCustomersInOnePrompt_RedactsBothPeople()
{
const string prompt = "Customer Ravi Kumar and Customer Priya Nair disputed the same charge.";
var result = _sanitizer.Sanitize(new SanitizationRequest(prompt));
result.SanitizedPrompt.Should().Contain("<PERSON_1>");
result.SanitizedPrompt.Should().Contain("<PERSON_2>");
result.SanitizedPrompt.Should().NotContainAny("Ravi Kumar", "Priya Nair");
result.DetectedEntities.Count(entity => entity.Type == PiiEntityType.Person).Should().BeGreaterThanOrEqualTo(2);
}
[Test]
public void Sanitize_NoPiiCleanTicket_PassesThroughUnchanged()
{
const string prompt = "What is the status of ticket TKT-99887 and when will the API maintenance end?";
var result = _sanitizer.Sanitize(new SanitizationRequest(prompt));
result.SanitizedPrompt.Should().Be(prompt);
result.DetectedEntities.Should().BeEmpty();
}
}