Add passive file churn sensor beta

config/ocsentinel-settings.example.json

@@ -11,10 +11,18 @@
   "correlationWarningCveThreshold": 1,
   "correlationCriticalCveThreshold": 1,
   "ransomwareBetaEnabled": false,
+  "ransomwareBetaAlertingEnabled": false,
   "ransomwareLookbackMinutes": 15,
   "ransomwareWarningSignalCount": 2,
   "ransomwareCriticalSignalCount": 3,
   "ransomwareCaptureSmbSessions": true,
+  "ransomwareFileChurnEnabled": false,
+  "ransomwareFileChurnWindowMinutes": 15,
+  "ransomwareFileChurnWarningDeleteCount": 50,
+  "ransomwareFileChurnWarningWriteCount": 250,
+  "ransomwareFileChurnCriticalDeleteCount": 200,
+  "ransomwareFileChurnCriticalWriteCount": 1000,
+  "ransomwareFileChurnMaxAuditEvents": 5000,
   "ransomwareExcludedProcesses": [],
   "ftpRoots": [
     "C:\\inetpub\\logs\\LogFiles",

docs/beta-deployment.md

@@ -21,13 +21,18 @@ Die Stable-Aufgabe verwendet keinen Kanalwert oder den Wert `stable`.
 
 Die Beta ist nach der Installation weiterhin deaktiviert. Auf einem
 Pilotgeraet wird in `C:\Program Files\OCSentinel\config\ocsentinel-settings.json`
-der Wert `ransomwareBetaEnabled` auf `true` gesetzt. Die erste Auswertung
+der Wert `ransomwareBetaEnabled` auf `true` gesetzt. Die Auswertung bleibt
-liest nur die letzten 15 Minuten der vorhandenen Prozess- und PowerShell-
+passiv, solange `ransomwareBetaAlertingEnabled` auf `false` steht: Hinweise,
-Ereignisse; sie installiert weder Sysmon noch Windows-Dateiauditing.
+Warnungen und kritische Beta-Signale erscheinen im JSON-Report und Dashboard,
+veraendern aber keine NinjaOne-Alarmfelder.
 
-Ein Hinweis wird nur im JSON-Report und Dashboard sichtbar. Warnung und
+Der optionale Datei-Churn-Sensor wird nur mit
-kritisch werden erst nach dem kontrollierten Alarmierungs-Pilot an NinjaOne
+`ransomwareFileChurnEnabled: true` aktiviert. Er wertet ausschliesslich bereits
-weitergegeben.
+vorhandene Security-Ereignisse 4663 aus, setzt keine Audit-Richtlinie und
+aendert keine SACLs. Es werden nur Zaehler sowie Prozessnamen gespeichert und
+uebertragen, niemals Datei- oder Freigabenamen. Eine Auswertung ist auf 5.000
+Audit-Ereignisse und ein 15-Minuten-Fenster begrenzt; ein gekappter Lauf erzeugt
+kein Churn-Signal.
 
 ## Rueckfall
 

docs/roadmap.md

@@ -120,8 +120,9 @@ Ein Pilot wird pausiert und zurueckgesetzt, wenn eines dieser Kriterien eintritt
   Systemereignisse sowie Aenderungszaehler seit dem letzten Pruefpunkt.
 - Erkennung hochrelevanter Manipulationen wie Schattenkopie-, Recovery- und
   Backup-Loeschbefehle sowie verdaechtiger Verschluesselungswerkzeuge.
-- Lokaler Ringpuffer mit aggregierten Datei-Churn-Signalen, etwa ungewoehnliche
+- Lokaler Ringpuffer mit aggregierten Datei-Churn-Signalen aus vorhandenen
-  Umbenennungen, Loeschungen und neue Erweiterungen.
+  Datei-Audit-Ereignissen. Die erste Beta wertet Loesch- und Schreibzugriffe
+  ohne Datei- oder Freigabenamen aus.
 - Snapshot der SMB-Sitzungen und des Incident-Kontexts erst bei einer
   Auffaelligkeit.
 - Verdichtetes Ransomware-Incident-Protokoll fuer n8n und die Uebersicht.

src/OCSentinelCli/AttackScanner.cs

@@ -55,7 +55,7 @@ internal sealed class AttackScanner
             .ToList();
 
         int uniqueIpCount = attacks.Select(static attack => attack.SourceIp).Distinct(StringComparer.OrdinalIgnoreCase).Count();
-        AlertAssessment baseAssessment = MergeRansomwareAssessment(AssessAttackActivity(attacks, uniqueIpCount, configuration), ransomwareBeta);
+        AlertAssessment baseAssessment = MergeRansomwareAssessment(AssessAttackActivity(attacks, uniqueIpCount, configuration), ransomwareBeta, configuration.RansomwareBetaAlertingEnabled);
         string baseAlertState = baseAssessment.State;
         string baseAlertReason = baseAssessment.Reason;
         VulnerabilityCorrelationSummary vulnerabilityCorrelation = string.IsNullOrWhiteSpace(options.VulnerabilityCsvPath)
@@ -539,9 +539,9 @@ internal sealed class AttackScanner
         return new AlertAssessment("ok", $"Low-volume login errors observed: events={attacks.Count}, unique IPs={uniqueIpCount}; no burst or password-spraying pattern detected.");
     }
 
-    private static AlertAssessment MergeRansomwareAssessment(AlertAssessment loginAssessment, RansomwareBetaSummary ransomwareBeta)
+    private static AlertAssessment MergeRansomwareAssessment(AlertAssessment loginAssessment, RansomwareBetaSummary ransomwareBeta, bool ransomwareAlertingEnabled)
     {
-        if (ransomwareBeta.State is not ("warning" or "critical"))
+        if (!RansomwareAlertPolicy.CanElevate(ransomwareBeta, ransomwareAlertingEnabled))
         {
             return loginAssessment;
         }

src/OCSentinelCli/Configuration.cs

@@ -28,6 +28,8 @@ internal sealed record ScannerConfiguration
 
     public bool RansomwareBetaEnabled { get; init; }
 
+    public bool RansomwareBetaAlertingEnabled { get; init; }
+
     public int RansomwareLookbackMinutes { get; init; } = 15;
 
     public int RansomwareWarningSignalCount { get; init; } = 2;
@@ -36,6 +38,20 @@ internal sealed record ScannerConfiguration
 
     public bool RansomwareCaptureSmbSessions { get; init; } = true;
 
+    public bool RansomwareFileChurnEnabled { get; init; }
+
+    public int RansomwareFileChurnWindowMinutes { get; init; } = 15;
+
+    public int RansomwareFileChurnWarningDeleteCount { get; init; } = 50;
+
+    public int RansomwareFileChurnWarningWriteCount { get; init; } = 250;
+
+    public int RansomwareFileChurnCriticalDeleteCount { get; init; } = 200;
+
+    public int RansomwareFileChurnCriticalWriteCount { get; init; } = 1000;
+
+    public int RansomwareFileChurnMaxAuditEvents { get; init; } = 5000;
+
     public List<string> RansomwareExcludedProcesses { get; init; } = [];
 
     public List<string> FtpRoots { get; init; } = [];

src/OCSentinelCli/Models.cs

@@ -119,6 +119,8 @@ internal sealed record RansomwareBetaSummary
 {
     public bool Enabled { get; init; }
 
+    public bool AlertingEnabled { get; init; }
+
     public string State { get; init; } = "disabled";
 
     public string Reason { get; init; } = "Ransomware beta is disabled.";
@@ -128,6 +130,38 @@ internal sealed record RansomwareBetaSummary
     public List<RansomwareSignal> Signals { get; init; } = [];
 
     public List<RansomwareSmbSession> SmbSessions { get; init; } = [];
+
+    public RansomwareFileChurnSummary FileChurn { get; init; } = new();
+}
+
+internal sealed record RansomwareFileChurnSummary
+{
+    public bool Enabled { get; init; }
+
+    public bool DataAvailable { get; init; }
+
+    public bool IsTruncated { get; init; }
+
+    public int WindowMinutes { get; init; }
+
+    public int FileOperationCount { get; init; }
+
+    public int DeleteOperationCount { get; init; }
+
+    public int WriteOperationCount { get; init; }
+
+    public int DistinctProcessCount { get; init; }
+
+    public List<RansomwareFileChurnProcess> TopProcesses { get; init; } = [];
+}
+
+internal sealed record RansomwareFileChurnProcess
+{
+    public string Process { get; init; } = string.Empty;
+
+    public int DeleteOperationCount { get; init; }
+
+    public int WriteOperationCount { get; init; }
 }
 
 internal sealed record RansomwareSmbSession

src/OCSentinelCli/OCSentinelCli.csproj

@@ -9,10 +9,10 @@
     <RootNamespace>OCSentinelCli</RootNamespace>
     <Product>OfficeCom Sentinel</Product>
     <Company>OfficeCom</Company>
-    <Version>1.5.0-beta.1</Version>
+    <Version>1.5.0-beta.2</Version>
     <AssemblyVersion>1.5.0.0</AssemblyVersion>
     <FileVersion>1.5.0.0</FileVersion>
-    <InformationalVersion>1.5.0-beta.1</InformationalVersion>
+    <InformationalVersion>1.5.0-beta.2</InformationalVersion>
   </PropertyGroup>
 
   <ItemGroup>

src/OCSentinelCli/Properties/AssemblyInfo.cs

@@ -0,0 +1,3 @@
+using System.Runtime.CompilerServices;
+
+[assembly: InternalsVisibleTo("OCSentinelCli.Tests")]

src/OCSentinelCli/RansomwareAlertPolicy.cs

@@ -0,0 +1,9 @@
+namespace OCSentinelCli;
+
+internal static class RansomwareAlertPolicy
+{
+    public static bool CanElevate(RansomwareBetaSummary summary, bool alertingEnabled)
+    {
+        return alertingEnabled && summary.Enabled && (summary.State is "warning" or "critical");
+    }
+}

src/OCSentinelCli/RansomwareBetaDetector.cs

@@ -22,6 +22,12 @@ internal static class RansomwareBetaDetector
         ScanSecurityProcesses(signals, errors, since, configuration);
         ScanPowerShellScriptBlocks(signals, errors, since, configuration);
         ScanSysmonProcesses(signals, errors, since, configuration);
+        RansomwareFileChurnSummary fileChurn = RansomwareFileChurnDetector.Scan(configuration, errors);
+        RansomwareSignal? fileChurnSignal = RansomwareFileChurnDetector.CreateSignal(fileChurn, configuration);
+        if (fileChurnSignal is not null)
+        {
+            signals.Add(fileChurnSignal);
+        }
 
         List<RansomwareSignal> distinctSignals = signals
             .OrderBy(signal => signal.Timestamp)
@@ -50,11 +56,13 @@ internal static class RansomwareBetaDetector
         return new RansomwareBetaSummary
         {
             Enabled = true,
+            AlertingEnabled = configuration.RansomwareBetaAlertingEnabled,
             State = state,
             Reason = reason,
             LookbackMinutes = lookbackMinutes,
             Signals = distinctSignals,
-            SmbSessions = smbSessions
+            SmbSessions = smbSessions,
+            FileChurn = fileChurn
         };
     }
 

src/OCSentinelCli/RansomwareFileChurnDetector.cs

@@ -0,0 +1,296 @@
+using System.Diagnostics.Eventing.Reader;
+using System.Globalization;
+using System.Runtime.Versioning;
+using System.Text.Json;
+using System.Xml.Linq;
+
+namespace OCSentinelCli;
+
+[SupportedOSPlatform("windows")]
+internal static class RansomwareFileChurnDetector
+{
+    private const uint DeleteAccessMask = 0x00010000;
+    private const uint FileWriteAccessMask = 0x00000156;
+    private const string StateFileName = "ransomware-file-churn.json";
+
+    public static RansomwareFileChurnSummary Scan(ScannerConfiguration configuration, List<string> errors)
+    {
+        if (!configuration.RansomwareFileChurnEnabled)
+        {
+            return new RansomwareFileChurnSummary();
+        }
+
+        int windowMinutes = Math.Clamp(configuration.RansomwareFileChurnWindowMinutes, 1, 60);
+        int maximumAuditEvents = Math.Clamp(configuration.RansomwareFileChurnMaxAuditEvents, 100, 20000);
+        DateTimeOffset windowStart = DateTimeOffset.UtcNow.AddMinutes(-windowMinutes);
+        var observed = new List<FileAuditActivity>();
+        bool isTruncated = false;
+
+        try
+        {
+            long milliseconds = Math.Max(1, (long)(DateTimeOffset.UtcNow - windowStart).TotalMilliseconds);
+            string query = $"*[System[(EventID=4663) and TimeCreated[timediff(@SystemTime) <= {milliseconds}]]]";
+            using var reader = new EventLogReader(new EventLogQuery("Security", PathType.LogName, query));
+            int inspected = 0;
+            for (EventRecord? record = reader.ReadEvent(); record is not null; record = reader.ReadEvent())
+            {
+                using (record)
+                {
+                    if (++inspected > maximumAuditEvents)
+                    {
+                        isTruncated = true;
+                        break;
+                    }
+
+                    if (TryCreateActivity(record, configuration, out FileAuditActivity? activity) && activity is not null)
+                    {
+                        observed.Add(activity);
+                    }
+                }
+            }
+        }
+        catch (UnauthorizedAccessException exception)
+        {
+            errors.Add($"Ransomware file churn cannot read the Security log: {exception.Message}");
+            return Unavailable(windowMinutes);
+        }
+        catch (EventLogNotFoundException)
+        {
+            return Unavailable(windowMinutes);
+        }
+        catch (Exception exception)
+        {
+            errors.Add($"Ransomware file churn query failed: {exception.Message}");
+            return Unavailable(windowMinutes);
+        }
+
+        if (isTruncated)
+        {
+            return BuildSummary(observed, windowMinutes, isTruncated: true);
+        }
+
+        List<FileAuditActivity> rollingActivities = MergeWithState(observed, windowStart, errors);
+        return BuildSummary(rollingActivities, windowMinutes, isTruncated: false);
+    }
+
+    public static RansomwareSignal? CreateSignal(RansomwareFileChurnSummary summary, ScannerConfiguration configuration)
+    {
+        if (!summary.Enabled || !summary.DataAvailable || summary.IsTruncated)
+        {
+            return null;
+        }
+
+        int warningDeletes = Math.Max(1, configuration.RansomwareFileChurnWarningDeleteCount);
+        int warningWrites = Math.Max(1, configuration.RansomwareFileChurnWarningWriteCount);
+        int criticalDeletes = Math.Max(warningDeletes, configuration.RansomwareFileChurnCriticalDeleteCount);
+        int criticalWrites = Math.Max(warningWrites, configuration.RansomwareFileChurnCriticalWriteCount);
+        bool critical = summary.DeleteOperationCount >= criticalDeletes && summary.WriteOperationCount >= criticalWrites;
+        bool warning = summary.DeleteOperationCount >= warningDeletes && summary.WriteOperationCount >= warningWrites;
+        if (!warning)
+        {
+            return null;
+        }
+
+        RansomwareFileChurnProcess? topProcess = summary.TopProcesses.FirstOrDefault();
+        string evidence = $"delete={summary.DeleteOperationCount}; write={summary.WriteOperationCount}; processes={summary.DistinctProcessCount}; window={summary.WindowMinutes}m";
+        return new RansomwareSignal
+        {
+            Timestamp = DateTimeOffset.Now,
+            Category = critical ? "file-churn-critical" : "file-churn",
+            Confidence = critical ? "medium" : "low",
+            Process = topProcess?.Process ?? "[multiple]",
+            Source = "Security file audit",
+            EventId = 4663,
+            Evidence = evidence
+        };
+    }
+
+    private static RansomwareFileChurnSummary Unavailable(int windowMinutes)
+    {
+        return new RansomwareFileChurnSummary
+        {
+            Enabled = true,
+            WindowMinutes = windowMinutes
+        };
+    }
+
+    private static bool TryCreateActivity(EventRecord record, ScannerConfiguration configuration, out FileAuditActivity? activity)
+    {
+        activity = null;
+        if (!record.TimeCreated.HasValue)
+        {
+            return false;
+        }
+
+        IReadOnlyDictionary<string, string> data = ReadEventData(record);
+        if (!data.TryGetValue("ObjectType", out string? objectType) || !string.Equals(objectType, "File", StringComparison.OrdinalIgnoreCase))
+        {
+            return false;
+        }
+
+        if (!data.TryGetValue("AccessMask", out string? accessMaskText) || !TryParseAccessMask(accessMaskText, out uint accessMask))
+        {
+            return false;
+        }
+
+        bool isDelete = (accessMask & DeleteAccessMask) != 0;
+        bool isWrite = (accessMask & FileWriteAccessMask) != 0;
+        if (!isDelete && !isWrite)
+        {
+            return false;
+        }
+
+        string process = data.TryGetValue("ProcessName", out string? processPath) ? Path.GetFileName(processPath.Trim()) : string.Empty;
+        if (string.IsNullOrWhiteSpace(process))
+        {
+            process = "[unknown]";
+        }
+
+        if (configuration.RansomwareExcludedProcesses.Any(item => string.Equals(item, process, StringComparison.OrdinalIgnoreCase)))
+        {
+            return false;
+        }
+
+        activity = new FileAuditActivity
+        {
+            Timestamp = new DateTimeOffset(record.TimeCreated.Value).ToUniversalTime(),
+            RecordId = record.RecordId ?? 0,
+            Process = process,
+            IsDelete = isDelete,
+            IsWrite = isWrite
+        };
+        return true;
+    }
+
+    private static IReadOnlyDictionary<string, string> ReadEventData(EventRecord record)
+    {
+        XDocument document = XDocument.Parse(record.ToXml());
+        return document.Descendants().Where(element => element.Name.LocalName == "Data")
+            .Where(element => element.Attribute("Name") is not null)
+            .ToDictionary(element => element.Attribute("Name")!.Value, element => element.Value.Trim(), StringComparer.OrdinalIgnoreCase);
+    }
+
+    private static bool TryParseAccessMask(string value, out uint result)
+    {
+        string normalized = value.Trim();
+        NumberStyles style = NumberStyles.Integer;
+        if (normalized.StartsWith("0x", StringComparison.OrdinalIgnoreCase))
+        {
+            normalized = normalized[2..];
+            style = NumberStyles.AllowHexSpecifier;
+        }
+
+        return uint.TryParse(normalized, style, CultureInfo.InvariantCulture, out result);
+    }
+
+    private static List<FileAuditActivity> MergeWithState(List<FileAuditActivity> observed, DateTimeOffset windowStart, List<string> errors)
+    {
+        FileChurnState stored = LoadState(errors);
+        long highestObservedRecordId = observed.Count == 0 ? 0 : observed.Max(activity => activity.RecordId);
+        bool securityLogReset = stored.LastSecurityRecordId > 0 && highestObservedRecordId > 0 && highestObservedRecordId < stored.LastSecurityRecordId;
+        IEnumerable<FileAuditActivity> fresh = securityLogReset
+            ? observed
+            : observed.Where(activity => activity.RecordId == 0 || activity.RecordId > stored.LastSecurityRecordId);
+        List<FileAuditActivity> rolling = (securityLogReset ? [] : stored.Activities)
+            .Concat(fresh)
+            .Where(activity => activity.Timestamp >= windowStart)
+            .GroupBy(activity => activity.RecordId > 0 ? activity.RecordId.ToString(CultureInfo.InvariantCulture) : $"{activity.Timestamp:O}|{activity.Process}|{activity.IsDelete}|{activity.IsWrite}")
+            .Select(group => group.First())
+            .OrderBy(activity => activity.Timestamp)
+            .ToList();
+
+        SaveState(new FileChurnState
+        {
+            LastSecurityRecordId = securityLogReset ? highestObservedRecordId : Math.Max(stored.LastSecurityRecordId, highestObservedRecordId),
+            Activities = rolling
+        }, errors);
+        return rolling;
+    }
+
+    private static RansomwareFileChurnSummary BuildSummary(List<FileAuditActivity> activities, int windowMinutes, bool isTruncated)
+    {
+        return new RansomwareFileChurnSummary
+        {
+            Enabled = true,
+            DataAvailable = true,
+            IsTruncated = isTruncated,
+            WindowMinutes = windowMinutes,
+            FileOperationCount = activities.Count,
+            DeleteOperationCount = activities.Count(activity => activity.IsDelete),
+            WriteOperationCount = activities.Count(activity => activity.IsWrite),
+            DistinctProcessCount = activities.Select(activity => activity.Process).Distinct(StringComparer.OrdinalIgnoreCase).Count(),
+            TopProcesses = activities.GroupBy(activity => activity.Process, StringComparer.OrdinalIgnoreCase)
+                .Select(group => new RansomwareFileChurnProcess
+                {
+                    Process = group.Key,
+                    DeleteOperationCount = group.Count(activity => activity.IsDelete),
+                    WriteOperationCount = group.Count(activity => activity.IsWrite)
+                })
+                .OrderByDescending(process => process.DeleteOperationCount + process.WriteOperationCount)
+                .ThenBy(process => process.Process, StringComparer.OrdinalIgnoreCase)
+                .Take(5)
+                .ToList()
+        };
+    }
+
+    private static FileChurnState LoadState(List<string> errors)
+    {
+        string path = GetStatePath();
+        if (!File.Exists(path))
+        {
+            return new FileChurnState();
+        }
+
+        try
+        {
+            return JsonSerializer.Deserialize<FileChurnState>(File.ReadAllText(path), JsonOptions.Default) ?? new FileChurnState();
+        }
+        catch (Exception exception)
+        {
+            errors.Add($"Ransomware file churn state could not be read: {exception.Message}");
+            return new FileChurnState();
+        }
+    }
+
+    private static void SaveState(FileChurnState state, List<string> errors)
+    {
+        try
+        {
+            string path = GetStatePath();
+            string directory = Path.GetDirectoryName(path)!;
+            Directory.CreateDirectory(directory);
+            string temporaryPath = path + ".tmp";
+            File.WriteAllText(temporaryPath, JsonSerializer.Serialize(state, JsonOptions.Default));
+            File.Move(temporaryPath, path, overwrite: true);
+        }
+        catch (Exception exception)
+        {
+            errors.Add($"Ransomware file churn state could not be saved: {exception.Message}");
+        }
+    }
+
+    private static string GetStatePath()
+    {
+        return Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.CommonApplicationData), "OCSentinel", "state", StateFileName);
+    }
+
+    private sealed record FileChurnState
+    {
+        public long LastSecurityRecordId { get; init; }
+
+        public List<FileAuditActivity> Activities { get; init; } = [];
+    }
+
+    private sealed record FileAuditActivity
+    {
+        public DateTimeOffset Timestamp { get; init; }
+
+        public long RecordId { get; init; }
+
+        public string Process { get; init; } = string.Empty;
+
+        public bool IsDelete { get; init; }
+
+        public bool IsWrite { get; init; }
+    }
+}

tests/OCSentinelCli.Tests/OCSentinelCli.Tests.csproj

@@ -0,0 +1,19 @@
+<Project Sdk="Microsoft.NET.Sdk">
+  <PropertyGroup>
+    <TargetFramework>net10.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+    <IsPackable>false</IsPackable>
+  </PropertyGroup>
+  <ItemGroup>
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.14.1" />
+    <PackageReference Include="xunit" Version="2.9.3" />
+    <PackageReference Include="xunit.runner.visualstudio" Version="3.1.3">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\..\src\OCSentinelCli\OCSentinelCli.csproj" />
+  </ItemGroup>
+</Project>

tests/OCSentinelCli.Tests/RansomwareBetaTests.cs

@@ -0,0 +1,55 @@
+using System.Runtime.Versioning;
+using Xunit;
+
+namespace OCSentinelCli.Tests;
+
+[SupportedOSPlatform("windows")]
+public sealed class RansomwareBetaTests
+{
+    [Fact]
+    public void FileChurnBelowBothThresholdsDoesNotCreateSignal()
+    {
+        var summary = new RansomwareFileChurnSummary
+        {
+            Enabled = true,
+            DataAvailable = true,
+            DeleteOperationCount = 49,
+            WriteOperationCount = 500
+        };
+
+        RansomwareSignal? signal = RansomwareFileChurnDetector.CreateSignal(summary, new ScannerConfiguration());
+
+        Assert.Null(signal);
+    }
+
+    [Fact]
+    public void CriticalFileChurnCreatesOnlyMediumConfidenceSignal()
+    {
+        var summary = new RansomwareFileChurnSummary
+        {
+            Enabled = true,
+            DataAvailable = true,
+            WindowMinutes = 15,
+            DeleteOperationCount = 200,
+            WriteOperationCount = 1000,
+            DistinctProcessCount = 1,
+            TopProcesses = [new RansomwareFileChurnProcess { Process = "encryptor.exe", DeleteOperationCount = 200, WriteOperationCount = 1000 }]
+        };
+
+        RansomwareSignal? signal = RansomwareFileChurnDetector.CreateSignal(summary, new ScannerConfiguration());
+
+        Assert.NotNull(signal);
+        Assert.Equal("file-churn-critical", signal.Category);
+        Assert.Equal("medium", signal.Confidence);
+        Assert.Equal("encryptor.exe", signal.Process);
+    }
+
+    [Fact]
+    public void PassiveBetaCannotElevateNinjaAlertState()
+    {
+        var summary = new RansomwareBetaSummary { Enabled = true, State = "critical" };
+
+        Assert.False(RansomwareAlertPolicy.CanElevate(summary, alertingEnabled: false));
+        Assert.True(RansomwareAlertPolicy.CanElevate(summary, alertingEnabled: true));
+    }
+}