Delete apks/analyze_traffic.ps1

apks/analyze_traffic.ps1

@@ -1,735 +0,0 @@
-# =============================================================================
-#  Daily DoI traffic detection and behavioural analysis
-#  Requires: ripgrep (rg) in PATH, PowerShell 5.1+
-# =============================================================================
-
-#Requires -Version 5.1
-Set-StrictMode -Version Latest
-$ErrorActionPreference = "Stop"
-
-# =============================================================================
-#  CONFIGURATION — edit these values before deploying
-# =============================================================================
-$Config = @{
-    # Folder containing your URL-log CSV files
-    LogFolder            = "$env:USERPROFILE\Downloads\URL_LOG"
-
-    # Where to save .txt reports (created automatically if absent)
-    ReportFolder         = "$env:USERPROFILE\Downloads\URL_LOG\Reports"
-
-    # NSFW wildcard blocklist
-    #BlocklistUrl         = "https://nsfw.oisd.nl/"
-    BlocklistUrl         = "https://raw.githubusercontent.com/hagezi/dns-blocklists/main/wildcard/nsfw-onlydomains.txt"
-    #BlocklistUrl         = "https://raw.githubusercontent.com/sjhgvr/oisd/refs/heads/main/oisd_nsfw.txt"
-    
-
-    # Re-download blocklist when cache is older than this many hours (0 = always)
-    BlocklistCacheHours  = 3
-
-    # Cached raw blocklist location
-    BlocklistCache       = "$env:TEMP\domains_doi_cache.txt"
-
-    # Compiled ripgrep pattern file (rebuilt when blocklist refreshes)
-    PatternFile          = "$env:TEMP\domains_doi_patterns.txt"
-
-    # Analyse only CSVs modified within this many days (0 = all files)
-    CSVMaxAgeDays        = 1
-
-    # CSV column indices (0-based). Adjust to match your log format.
-    ColTime              = 0
-    ColProtocol          = 1
-    ColSrcIP             = 2
-    ColSrcPort           = 3
-    ColDstIP             = 4
-    ColDstPort           = 5
-    ColURL               = 6
-    ColMAC               = 7
-    ColID                = 8
-
-    # Maximum rows to show in each ranked table
-    TopN                 = 15
-
-    # Minimum unique adult domains for "exploratory behaviour" flag
-    ExploratoryThreshold = 5
-
-    # Night-time window (inclusive hours, 24h clock)
-    NightStart           = 0
-    NightEnd             = 5
-
-    # Burst-behaviour threshold: hits from a single device in one hour
-    BurstThreshold       = 50
-}
-# =============================================================================
-
-
-# ---------------------------------------------------------------------------
-#  Console helpers
-# ---------------------------------------------------------------------------
-function Write-Header {
-    param([string]$Text, [string]$Char = "=", [int]$Width = 72)
-    $line = $Char * $Width
-    Write-Host ""
-    Write-Host $line             -ForegroundColor Cyan
-    Write-Host "  $Text"        -ForegroundColor Cyan
-    Write-Host $line             -ForegroundColor Cyan
-}
-
-function Write-Section {
-    param([string]$Text)
-    Write-Host ""
-    Write-Host "  -- $Text --"                              -ForegroundColor Yellow
-    Write-Host ("  " + ("-" * ($Text.Length + 6)))         -ForegroundColor DarkYellow
-}
-
-function Write-Ok   { param([string]$m) Write-Host "  [OK]  $m" -ForegroundColor Green  }
-function Write-Warn { param([string]$m) Write-Host "  [!!]  $m" -ForegroundColor Yellow }
-function Write-Err  { param([string]$m) Write-Host "  [ERR] $m" -ForegroundColor Red    }
-function Write-Info { param([string]$m) Write-Host "  [>>]  $m" -ForegroundColor Gray   }
-
-# ---------------------------------------------------------------------------
-#  Report buffer
-# ---------------------------------------------------------------------------
-$ReportLines = [System.Collections.Generic.List[string]]::new()
-function Add-ReportLine { param([string]$line = "") $ReportLines.Add($line) | Out-Null }
-# ---------------------------------------------------------------------------
-#  RFC-4180-aware CSV line parser (handles quoted fields with embedded commas)
-# ---------------------------------------------------------------------------
-function Split-CsvLine {
-    param([string]$Line)
-    $fields  = [System.Collections.Generic.List[string]]::new()
-    $current = [System.Text.StringBuilder]::new()
-    $inQuote = $false
-
-    for ($i = 0; $i -lt $Line.Length; $i++) {
-        $ch = $Line[$i]
-        if ($inQuote) {
-            if ($ch -eq '"') {
-                # Peek ahead: escaped double-quote?
-                if (($i + 1) -lt $Line.Length -and $Line[$i + 1] -eq '"') {
-                    [void]$current.Append('"')
-                    $i++
-                } else {
-                    $inQuote = $false
-                }
-            } else {
-                [void]$current.Append($ch)
-            }
-        } else {
-            if      ($ch -eq '"') { $inQuote = $true }
-            elseif  ($ch -eq ',') { $fields.Add($current.ToString()); [void]$current.Clear() }
-            else                  { [void]$current.Append($ch) }
-        }
-    }
-    $fields.Add($current.ToString())   # last field
-    return ,$fields.ToArray()          # unary comma forces array return
-}
-
-# ---------------------------------------------------------------------------
-#  Extract the registrable domain (eTLD+1)
-#  e.g. "http://www.example.co.uk/path" → "example.co.uk"
-#  Falls back gracefully for IPs and bare hostnames.
-# ---------------------------------------------------------------------------
-function Get-RegisteredDomain {
-    param([string]$Url)
-    if ([string]::IsNullOrWhiteSpace($Url)) { return "(empty)" }
-    # Strip scheme, path, port, query, fragment
-    $hostname = $Url.Trim() `
-        -replace '^https?://', '' `
-        -replace '[/:?#].*$',  '' `
-        -replace '^\s+|\s+$',  ''
-    if ($hostname -eq '') { return $Url.Trim() }
-    $parts = $hostname -split '\.'
-    if ($parts.Count -ge 2) {
-        return (($parts[-2] + '.' + $parts[-1]).ToLower())
-    }
-    return $hostname.ToLower()
-}
-
-# ---------------------------------------------------------------------------
-#  Multi-format datetime parser — returns $null on failure
-#  (handles logs with varying timestamp formats)
-# ---------------------------------------------------------------------------
-function Parse-Time {
-    param([string]$Raw)
-    if ([string]::IsNullOrWhiteSpace($Raw)) { return $null }
-    $dt = $null
-    $formats = @(
-        "yyyy-MM-dd HH:mm:ss",
-        "yyyy-MM-ddTHH:mm:ss",
-        "MM/dd/yyyy HH:mm:ss",
-        "dd/MM/yyyy HH:mm:ss",
-        "yyyy-MM-dd HH:mm:ss.fff",
-        "yyyy-MM-ddTHH:mm:ss.fff"
-    )
-    foreach ($fmt in $formats) {
-        $parsed = [datetime]::new(1, 1, 1)
-        if ([datetime]::TryParseExact(
-                $Raw.Trim(),
-                [string]$fmt,
-                [System.Globalization.CultureInfo]::InvariantCulture,
-                [System.Globalization.DateTimeStyles]::None,
-                [ref]$parsed)) {
-            return $parsed
-        }
-    }
-    # Last-resort general parse
-    if ([datetime]::TryParse($Raw.Trim(), [ref]$dt)) { return $dt }
-    return $null
-}
-
-# ---------------------------------------------------------------------------
-#  Banner
-# ---------------------------------------------------------------------------
-$RunTime  = Get-Date
-$RunStamp = $RunTime.ToString("yyyy-MM-dd HH:mm:ss")
-
-Write-Header "Domains of Interest (DoI) TRAFFIC ANALYSER  |  $RunStamp"
-Write-Info "Log folder    : $($Config.LogFolder)"
-Write-Info "Report folder : $($Config.ReportFolder)"
-Write-Info "PowerShell    : $($PSVersionTable.PSVersion)"
-
-# ---------------------------------------------------------------------------
-#  Step 1 — Ensure report folder exists
-# ---------------------------------------------------------------------------
-if (-not (Test-Path $Config.ReportFolder -PathType Container)) {
-    try {
-        New-Item -ItemType Directory -Path $Config.ReportFolder -Force | Out-Null
-        Write-Ok "Created report folder: $($Config.ReportFolder)"
-    } catch {
-        Write-Err "Cannot create report folder: $($_.Exception.Message)"
-        exit 1
-    }
-}
-
-# ---------------------------------------------------------------------------
-#  Step 2 — Validate log folder
-# ---------------------------------------------------------------------------
-if (-not (Test-Path $Config.LogFolder -PathType Container)) {
-    Write-Err "Log folder not found: $($Config.LogFolder)"
-    exit 1
-}
-
-# ---------------------------------------------------------------------------
-#  Step 3 — Verify ripgrep is available (fail fast before any heavy work)
-# ---------------------------------------------------------------------------
-Write-Section "Dependency Check"
-
-if (-not (Get-Command rg -ErrorAction SilentlyContinue)) {
-    Write-Err "'rg' (ripgrep) not found in PATH."
-    Write-Info "Install options:"
-    Write-Info "  winget : winget install BurntSushi.ripgrep.MSVC"
-    Write-Info "  choco  : choco install ripgrep"
-    Write-Info "  scoop  : scoop install ripgrep"
-    Write-Info "  manual : https://github.com/BurntSushi/ripgrep/releases"
-    exit 1
-}
-$rgVersion = (& rg --version 2>&1 | Select-Object -First 1)
-Write-Ok "ripgrep found — $rgVersion"
-
-# ---------------------------------------------------------------------------
-#  Step 4 — Download / cache blocklist
-# ---------------------------------------------------------------------------
-Write-Section "Blocklist"
-
-$needDownload = $true
-if (Test-Path $Config.BlocklistCache) {
-    $cacheAge = (Get-Date) - (Get-Item $Config.BlocklistCache).LastWriteTime
-    if ($Config.BlocklistCacheHours -gt 0 -and $cacheAge.TotalHours -lt $Config.BlocklistCacheHours) {
-        Write-Ok "Using cached blocklist (age: $([math]::Round($cacheAge.TotalHours,1)) hrs) <== $($Config.BlocklistCache)"
-        $needDownload = $false
-    } else {
-        Write-Info "Cache expired ($([math]::Round($cacheAge.TotalHours,1)) hrs) — re-downloading"
-    }
-}
-
-if ($needDownload) {
-    Write-Info "Downloading blocklist from [$($Config.BlocklistUrl)] ..."
-    $downloaded = $false
-    $maxRetries = 3
-    for ($attempt = 1; $attempt -le $maxRetries; $attempt++) {
-        try {
-            Invoke-WebRequest -Uri $Config.BlocklistUrl `
-                              -OutFile $Config.BlocklistCache `
-                              -UseBasicParsing `
-                              -TimeoutSec 45 `
-                              -ErrorAction Stop
-            $downloaded = $true
-            Write-Ok "Blocklist downloaded successfully (attempt $attempt)"
-            break
-        } catch {
-            Write-Warn "Attempt $attempt/$maxRetries failed: $($_.Exception.Message)"
-            if ($attempt -lt $maxRetries) { Start-Sleep -Seconds (3 * $attempt) }
-        }
-    }
-
-    if (-not $downloaded) {
-        if (Test-Path $Config.BlocklistCache) {
-            Write-Warn "Download failed — falling back to stale cache"
-        } else {
-            Write-Err "No blocklist available (download failed, no cache). Aborting."
-            exit 1
-        }
-    }
-}
-
-# Validate cache is non-empty
-if ((Get-Item $Config.BlocklistCache).Length -eq 0) {
-    Write-Err "Blocklist cache file is empty (corrupt download?). Delete '$($Config.BlocklistCache)' and retry."
-    exit 1
-}
-
-# Parse blocklist metadata comments
-$rawLines     = Get-Content $Config.BlocklistCache -Encoding UTF8
-$metaVersion  = (($rawLines | Where-Object { $_ -match '^#\s*Version:'           }) | Select-Object -First 1) -replace '^#\s*Version:\s*',           ''
-$metaModified = (($rawLines | Where-Object { $_ -match '^#\s*Last modified:'     }) | Select-Object -First 1) -replace '^#\s*Last modified:\s*',     ''
-$metaCount    = (($rawLines | Where-Object { $_ -match '^#\s*Number of entries:' }) | Select-Object -First 1) -replace '^#\s*Number of entries:\s*', ''
-
-if ([string]::IsNullOrWhiteSpace($metaVersion))  { $metaVersion  = "unknown" }
-if ([string]::IsNullOrWhiteSpace($metaModified)) { $metaModified = "unknown" }
-if ([string]::IsNullOrWhiteSpace($metaCount))    { $metaCount    = "unknown" }
-
-Write-Info "Blocklist version : $metaVersion"
-Write-Info "Last modified     : $metaModified"
-Write-Info "Domain count      : $metaCount"
-
-# Build ripgrep pattern file
-# FIX: use a placeholder string instead of PS variable interpolation inside the
-#      regex template — avoids '$' being swallowed by the PS string expander.
-Write-Info "Building regex pattern file..."
-$domains = $rawLines |
-    Where-Object { $_ -notmatch '^\s*#' -and $_ -notmatch '^\s*$' } |
-    ForEach-Object { $_.Trim() } |
-    Where-Object { $_ -ne '' }
-
-if ($domains.Count -eq 0) {
-    Write-Err "Blocklist parsed 0 domains — file may be corrupt. Delete '$($Config.BlocklistCache)' and retry."
-    exit 1
-}
-
-# Pattern matches the domain (with optional sub-domain) inside a URL field,
-# terminated by /, :, ?, #, or end-of-field.
-$patternTemplate = 'https?://(?:[^/,\s]+\.)?DOMAIN_PLACEHOLDER(?:[/:?#,]|$)'
-$domains | ForEach-Object {
-    $escaped = [regex]::Escape($_)
-    $patternTemplate -replace 'DOMAIN_PLACEHOLDER', $escaped
-} | Set-Content $Config.PatternFile -Encoding UTF8
-
-Write-Ok "Pattern file built ($($domains.Count) patterns → $($Config.PatternFile))"
-
-# ---------------------------------------------------------------------------
-#  Step 5 — Find CSV files
-#  FIX: resolve the Reports subfolder path and exclude it so we never scan
-#       previously saved reports (prevents double-counting on re-runs).
-# ---------------------------------------------------------------------------
-Write-Section "CSV Files"
-
-$resolvedReportFolder = $null
-try {
-    $resolvedReportFolder = (Resolve-Path $Config.ReportFolder -ErrorAction SilentlyContinue)?.Path
-} catch { }
-
-$csvFiles = Get-ChildItem -Path $Config.LogFolder -Filter '*.csv' -File |
-    Where-Object {
-        ($null -eq $resolvedReportFolder -or
-         -not $_.FullName.StartsWith($resolvedReportFolder,
-             [System.StringComparison]::OrdinalIgnoreCase)) -and
-        ($Config.CSVMaxAgeDays -eq 0 -or
-         ((Get-Date) - $_.LastWriteTime).TotalDays -le $Config.CSVMaxAgeDays)
-    } |
-    Sort-Object LastWriteTime
-
-if ($csvFiles.Count -eq 0) {
-    Write-Warn "No CSV files found in '$($Config.LogFolder)' within the last $($Config.CSVMaxAgeDays) day(s)."
-    Write-Info "Tip: set CSVMaxAgeDays = 0 in `$Config to scan all files regardless of age."
-    exit 0
-}
-
-$totalSizeMB = [math]::Round(($csvFiles | Measure-Object -Property Length -Sum).Sum / 1MB, 2)
-Write-Ok "$($csvFiles.Count) CSV file(s) found  ($totalSizeMB MB total)"
-foreach ($f in $csvFiles) {
-    Write-Info "  $($f.Name)  [$([math]::Round($f.Length/1MB,2)) MB]  modified $($f.LastWriteTime.ToString('yyyy-MM-dd HH:mm'))"
-}
-
-# ---------------------------------------------------------------------------
-#  Step 6 — Run ripgrep (batched to stay under compiled-regex size limit)
-# ---------------------------------------------------------------------------
-Write-Section "Scanning"
-
-$allPatterns  = Get-Content $Config.PatternFile -Encoding UTF8
-$batchSize    = 5000
-$batches      = [System.Collections.Generic.List[string[]]]::new()
-
-for ($i = 0; $i -lt $allPatterns.Count; $i += $batchSize) {
-    $batches.Add($allPatterns[$i .. [math]::Min($i + $batchSize - 1, $allPatterns.Count - 1)])
-}
-
-Write-Info "Running ripgrep in $($batches.Count) batch(es) of up to $batchSize patterns each..."
-$sw          = [System.Diagnostics.Stopwatch]::StartNew()
-$matchLines  = [System.Collections.Generic.List[string]]::new()
-$batchNum    = 0
-
-foreach ($batch in $batches) {
-    $batchNum++
-    $tmpPattern = Join-Path $env:TEMP "domains_batch_$batchNum.txt"
-    $batch | Set-Content $tmpPattern -Encoding UTF8
-
-    $rgArgs = @(
-        '--file',          $tmpPattern,
-        '--no-filename',
-        '--no-line-number',
-        '--no-heading',
-        '--ignore-case'
-    ) + ($csvFiles | ForEach-Object { $_.FullName })
-
-    $savedEAP = $ErrorActionPreference
-    $ErrorActionPreference = "Continue"
-    $rawMatches = & rg @rgArgs 2>&1
-    $rgExitCode = $LASTEXITCODE
-    $ErrorActionPreference = $savedEAP
-
-    if ($rgExitCode -gt 1) {
-        $rgErrors = @($rawMatches | Where-Object { $_ -match '^rg:' })
-        Write-Err "ripgrep batch $batchNum returned error code $rgExitCode"
-        foreach ($e in $rgErrors) { Write-Err "  $e" }
-        exit 1
-    }
-
-    $batchMatches = @(
-        $rawMatches |
-        Where-Object { $_ -is [string] -and $_ -notmatch '^rg:' -and $_.Trim() -ne '' }
-    )
-    #$matchLines.AddRange($batchMatches)
-    if ($null -ne $batchMatches -and $batchMatches.Count -gt 0) {
-        $matchLines.AddRange([string[]]@($batchMatches))
-    } 
-    Write-Info "  Batch $batchNum/$($batches.Count) — $($batchMatches.Count) hit(s)"
-
-    Remove-Item $tmpPattern -ErrorAction SilentlyContinue
-    
-}
-# Deduplicate across batches (a line matching 2+ patterns would appear twice)
-Write-Info "Sorting & DeDupilicating ..."
-$matchLines = [System.Collections.Generic.List[string]]($matchLines | Select-Object -Unique)
-
-$sw.Stop()
-Write-Info "Scan completed in $($sw.Elapsed.TotalSeconds.ToString('F1')) seconds"
-Write-Ok   "Scan complete — $($matchLines.Count) matching log line(s) found"
-
-# ---------------------------------------------------------------------------
-#  Step 7 — Parse matches into structured objects
-#  FIX: use RFC-4180-aware Split-CsvLine (handles quoted fields with commas)
-#       and Parse-Time (handles multiple timestamp formats).
-# ---------------------------------------------------------------------------
-Write-Section "Parsing"
-
-$skipped = 0
-$records = [System.Collections.Generic.List[PSCustomObject]]::new()
-
-foreach ($line in $matchLines) {
-    $parts   = Split-CsvLine -Line $line
-    $minCols = ([math]::Max($Config.ColURL, $Config.ColMAC)) + 1
-
-    if ($parts.Count -lt $minCols) {
-        $skipped++
-        continue
-    }
-
-    $rawTime = $parts[$Config.ColTime].Trim()
-    $rawUrl  = $parts[$Config.ColURL].Trim()
-    $rawMAC  = $parts[$Config.ColMAC].Trim()
-
-    # Normalise missing MAC so grouping still works
-    if ([string]::IsNullOrWhiteSpace($rawMAC)) { $rawMAC = "(no-mac)" }
-
-    # Use multi-format parser for robust timestamp handling
-    $parsedDt   = Parse-Time $rawTime
-    $parsedHour = if ($null -ne $parsedDt) { $parsedDt.Hour } else { -1 }
-
-    $records.Add([PSCustomObject]@{
-        Time     = $rawTime
-        DateTime = $parsedDt
-        Hour     = $parsedHour
-        Protocol = $parts[$Config.ColProtocol].Trim()
-        SrcIP    = $parts[$Config.ColSrcIP].Trim()
-        SrcPort  = $parts[$Config.ColSrcPort].Trim()
-        DstIP    = $parts[$Config.ColDstIP].Trim()
-        DstPort  = $parts[$Config.ColDstPort].Trim()
-        URL      = $rawUrl
-        MAC      = $rawMAC
-        ID       = if ($parts.Count -gt $Config.ColID) { $parts[$Config.ColID].Trim() } else { '' }
-        Domain   = Get-RegisteredDomain -Url $rawUrl
-    })
-}
-
-if ($skipped -gt 0) {
-    Write-Warn "$skipped line(s) skipped (too few columns / malformed)"
-}
-
-if ($records.Count -eq 0) {
-    Write-Warn "All matched lines failed to parse — check your column index settings in `$Config."
-    exit 1
-}
-
-$totalHits     = $records.Count
-$uniqueMACs    = ($records | Select-Object -ExpandProperty MAC    -Unique).Count
-$uniqueDomains = ($records | Select-Object -ExpandProperty Domain -Unique).Count
-$uniqueIPs     = ($records | Select-Object -ExpandProperty SrcIP  -Unique).Count
-
-Write-Ok "Parsed $totalHits records  |  $uniqueMACs device(s)  |  $uniqueIPs IP(s)  |  $uniqueDomains domain(s)"
-
-# Pre-compute grouped data reused across multiple report sections
-$deviceGroups = $records | Group-Object MAC    | Sort-Object Count -Descending | Select-Object -First $Config.TopN
-$domainGroups = $records | Group-Object Domain | Sort-Object Count -Descending | Select-Object -First $Config.TopN
-
-$hourData = $records | Where-Object { $_.Hour -ge 0 } | Group-Object Hour | Sort-Object { [int]$_.Name }
-$maxHits  = if ($hourData.Count -gt 0) { ($hourData | Measure-Object -Property Count -Maximum).Maximum } else { 1 }
-if ($null -eq $maxHits -or $maxHits -eq 0) { $maxHits = 1 }
-
-# ---------------------------------------------------------------------------
-#  Step 8 — Build report
-# ---------------------------------------------------------------------------
-Write-Section "Building Report"
-
-$sep     = "=" * 72
-$sep2    = "-" * 72
-$maxBar  = 40
-
-Add-ReportLine $sep
-Add-ReportLine "  DoI TRAFFIC ANALYSIS REPORT"
-Add-ReportLine "  Generated  : $RunStamp"
-Add-ReportLine "  Log Folder : $($Config.LogFolder)"
-Add-ReportLine "  Blocklist  : List v$metaVersion ($metaModified)"
-Add-ReportLine "  Scan time  : $($sw.Elapsed.TotalSeconds.ToString('F1'))s  |  Skipped lines: $skipped"
-Add-ReportLine $sep
-Add-ReportLine ""
-
-# ── Summary ────────────────────────────────────────────────────────────────
-Add-ReportLine "  SUMMARY"
-Add-ReportLine $sep2
-Add-ReportLine ("  Total matching log entries : {0,6}"  -f $totalHits)
-Add-ReportLine ("  Unique devices (MAC)       : {0,6}"  -f $uniqueMACs)
-Add-ReportLine ("  Unique source IPs          : {0,6}"  -f $uniqueIPs)
-Add-ReportLine ("  Unique adult domains hit   : {0,6}"  -f $uniqueDomains)
-Add-ReportLine ("  Files scanned              : {0,6}"  -f $csvFiles.Count)
-Add-ReportLine ("  Skipped / malformed rows   : {0,6}"  -f $skipped)
-Add-ReportLine ""
-
-# ── [A] Top Offending Devices ───────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine "  [A] TOP OFFENDING DEVICES  (top $($Config.TopN))"
-Add-ReportLine $sep
-Add-ReportLine ""
-
-foreach ($dg in $deviceGroups) {
-    $ips   = ($dg.Group | Select-Object -ExpandProperty SrcIP  -Unique | Sort-Object) -join ", "
-    $sites = @($dg.Group | Select-Object -ExpandProperty Domain -Unique | Sort-Object)
-    # Use DateTime-sorted order when available, fall back to raw string sort
-    $sortedByTime = @($dg.Group | Where-Object { $null -ne $_.DateTime } | Sort-Object DateTime)
-    if ($sortedByTime.Count -gt 0) {
-        $first = $sortedByTime[0].Time
-        $last  = $sortedByTime[-1].Time
-    } else {
-        $sortedRaw = @($dg.Group | Sort-Object Time)
-        $first = $sortedRaw[0].Time
-        $last  = $sortedRaw[-1].Time
-    }
-
-    Add-ReportLine ("  MAC    : {0}" -f $dg.Name)
-    Add-ReportLine ("  IP(s)  : {0}" -f $ips)
-    Add-ReportLine ("  Hits   : {0}" -f $dg.Count)
-    Add-ReportLine ("  Window : {0}  →  {1}" -f $first, $last)
-    Add-ReportLine ("  Sites ({0}):" -f $sites.Count)
-    foreach ($s in $sites) { Add-ReportLine ("      - {0}" -f $s) }
-    Add-ReportLine $sep2
-}
-Add-ReportLine ""
-
-# ── [B] Top Adult Domains ──────────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine "  [B] TOP ADULT DOMAINS  (top $($Config.TopN))"
-Add-ReportLine $sep
-Add-ReportLine ""
-Add-ReportLine ("  {0,-45} {1,7}  {2}" -f "Domain", "Hits", "Devices (MAC)")
-Add-ReportLine ("  {0,-45} {1,7}  {2}" -f ("-" * 45), ("-" * 7), ("-" * 30))
-
-foreach ($dg in $domainGroups) {
-    $devs = ($dg.Group | Select-Object -ExpandProperty MAC -Unique | Sort-Object) -join ", "
-    if ($devs.Length -gt 60) { $devs = $devs.Substring(0, 57) + "..." }
-    Add-ReportLine ("  {0,-45} {1,7}  {2}" -f $dg.Name, $dg.Count, $devs)
-}
-Add-ReportLine ""
-
-# ── [C] Activity Timeline ──────────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine "  [C] ACTIVITY TIMELINE  (hits per hour)"
-Add-ReportLine $sep
-Add-ReportLine ""
-
-if ($hourData.Count -gt 0) {
-    foreach ($hg in $hourData) {
-        $barLen = [math]::Round(([int]$hg.Count / $maxHits) * $maxBar)
-        $bar    = "#" * $barLen
-        $label  = "{0:D2}:00" -f [int]$hg.Name
-        Add-ReportLine ("  {0}  {1,-42} {2,5} hits" -f $label, $bar, $hg.Count)
-    }
-} else {
-    Add-ReportLine "  (No parseable timestamps — timeline unavailable)"
-}
-Add-ReportLine ""
-
-# ── [D] Protocol Breakdown ─────────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine "  [D] PROTOCOL BREAKDOWN"
-Add-ReportLine $sep
-Add-ReportLine ""
-
-$records | Group-Object Protocol | Sort-Object Count -Descending | ForEach-Object {
-    $pct = if ($totalHits -gt 0) { $_.Count / $totalHits * 100 } else { 0 }
-    Add-ReportLine ("  {0,-10} {1,6} hits  ({2:F1}%)" -f $_.Name, $_.Count, $pct)
-}
-Add-ReportLine ""
-
-# ── [E] Top Destination Ports ──────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine "  [E] TOP DESTINATION PORTS"
-Add-ReportLine $sep
-Add-ReportLine ""
-Add-ReportLine ("  {0,-8} {1,8}  {2}" -f "Port", "Hits", "% of total")
-Add-ReportLine ("  {0,-8} {1,8}" -f ("-" * 8), ("-" * 8))
-
-$records |
-    Where-Object { -not [string]::IsNullOrWhiteSpace($_.DstPort) } |
-    Group-Object DstPort | Sort-Object Count -Descending | Select-Object -First 10 |
-    ForEach-Object {
-        $pct = if ($totalHits -gt 0) { $_.Count / $totalHits * 100 } else { 0 }
-        Add-ReportLine ("  {0,-8} {1,8}  ({2:F1}%)" -f $_.Name, $_.Count, $pct)
-    }
-Add-ReportLine ""
-
-# ── [F] Behavioural Patterns ───────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine "  [F] BEHAVIOURAL PATTERNS"
-Add-ReportLine $sep
-Add-ReportLine ""
-
-# Peak hour
-if ($hourData.Count -gt 0) {
-    $peakHour = $hourData | Sort-Object Count -Descending | Select-Object -First 1
-    Add-ReportLine ("  Peak activity hour     : {0:D2}:00  ({1} hits)" -f [int]$peakHour.Name, $peakHour.Count)
-} else {
-    Add-ReportLine "  Peak activity hour     : N/A (timestamps unparseable)"
-}
-
-# Night-time hits
-$nightHits = ($records |
-    Where-Object { $_.Hour -ge $Config.NightStart -and $_.Hour -le $Config.NightEnd } |
-    Measure-Object).Count
-$nightPct  = if ($totalHits -gt 0) { $nightHits / $totalHits * 100 } else { 0 }
-Add-ReportLine ("  Night hits ({0:D2}-{1:D2}h)      : {2}  ({3:F1}% of total)" -f `
-    $Config.NightStart, $Config.NightEnd, $nightHits, $nightPct)
-
-# Most active device
-if ($deviceGroups.Count -gt 0) {
-    $topDevice   = $deviceGroups | Select-Object -First 1
-    $topDevSites = ($topDevice.Group | Select-Object -ExpandProperty Domain -Unique).Count
-    Add-ReportLine ("  Most active device     : {0}  ({1} hits, {2} unique sites)" -f `
-        $topDevice.Name, $topDevice.Count, $topDevSites)
-}
-Add-ReportLine ""
-
-# Exploratory behaviour — devices hitting many unique domains
-Add-ReportLine ("  Devices with {0}+ unique adult domains (exploratory behaviour):" -f $Config.ExploratoryThreshold)
-$foundExploratory = $false
-$deviceGroups | ForEach-Object {
-    $uniq = @($_.Group | Select-Object -ExpandProperty Domain -Unique).Count
-    if ($uniq -ge $Config.ExploratoryThreshold) {
-        $foundExploratory = $true
-        $ip = ($_.Group | Select-Object -ExpandProperty SrcIP -Unique | Sort-Object) -join ", "
-        Add-ReportLine ("    {0}  ({1})  —  {2} unique domains,  {3} total hits" -f $_.Name, $ip, $uniq, $_.Count)
-    }
-}
-if (-not $foundExploratory) { Add-ReportLine "    None" }
-Add-ReportLine ""
-
-# Sustained sessions — device active across multiple hours
-Add-ReportLine "  Devices with sessions spanning multiple hours:"
-$foundMultiHour = $false
-$deviceGroups | ForEach-Object {
-    $hours = @($_.Group |
-        Where-Object { $_.Hour -ge 0 } |
-        Select-Object -ExpandProperty Hour -Unique | Sort-Object)
-    if ($hours.Count -gt 1) {
-        $foundMultiHour = $true
-        $ip   = ($_.Group | Select-Object -ExpandProperty SrcIP -Unique | Sort-Object) -join ", "
-        $span = "{0:D2}:00 — {1:D2}:59" -f [int]$hours[0], [int]$hours[-1]
-        Add-ReportLine ("    {0}  ({1})  —  active {2}  ({3} distinct hours)" -f $_.Name, $ip, $span, $hours.Count)
-    }
-}
-if (-not $foundMultiHour) { Add-ReportLine "    None" }
-Add-ReportLine ""
-
-# Burst behaviour — devices with >BurstThreshold hits in a single hour
-Add-ReportLine ("  Devices with >{0} hits in a single hour (burst/automated behaviour):" -f $Config.BurstThreshold)
-$foundBurst = $false
-$deviceGroups | ForEach-Object {
-    $mac      = $_.Name
-    $burstHrs = $_.Group |
-        Where-Object { $_.Hour -ge 0 } |
-        Group-Object Hour |
-        Where-Object { $_.Count -gt $Config.BurstThreshold }
-    foreach ($bh in $burstHrs) {
-        $foundBurst = $true
-        $ip = ($_.Group | Select-Object -ExpandProperty SrcIP -Unique | Sort-Object) -join ", "
-        Add-ReportLine ("    {0}  ({1})  —  {2} hits at {3:D2}:00" -f $mac, $ip, $bh.Count, [int]$bh.Name)
-    }
-}
-if (-not $foundBurst) { Add-ReportLine "    None" }
-Add-ReportLine ""
-
-# ── Footer ─────────────────────────────────────────────────────────────────
-Add-ReportLine $sep
-Add-ReportLine ("  End of report  |  $RunStamp")
-Add-ReportLine $sep
-
-# ---------------------------------------------------------------------------
-#  Step 9 — Print report to terminal with colour coding
-# ---------------------------------------------------------------------------
-Write-Header "ANALYSIS REPORT"
-foreach ($line in $ReportLines) {
-    if     ($line -match '^\s*MAC\s*:')                { Write-Host $line -ForegroundColor Cyan       }
-    elseif ($line -match '^\s*Hits\s*:')               { Write-Host $line -ForegroundColor Red        }
-    elseif ($line -match '^\s*-\s+\S')                 { Write-Host $line -ForegroundColor DarkRed    }
-    elseif ($line -match '^\s*\[')                     { Write-Host $line -ForegroundColor Yellow     }
-    elseif ($line -match '^=+$')                       { Write-Host $line -ForegroundColor DarkCyan   }
-    elseif ($line -match '^-+$')                       { Write-Host $line -ForegroundColor DarkGray   }
-    elseif ($line -match '#')                          { Write-Host $line -ForegroundColor DarkYellow }
-    elseif ($line -match 'RESULT:.*No DoI')           { Write-Host $line -ForegroundColor Green      }
-    elseif ($line -match 'Peak|Night|Most active|burst') { Write-Host $line -ForegroundColor Magenta  }
-    else                                               { Write-Host $line                             }
-}
-
-# ---------------------------------------------------------------------------
-#  Step 10 — Save report to disk (with fallback to %TEMP% on failure)
-# ---------------------------------------------------------------------------
-$reportName = "DoI_Report_" + $RunTime.ToString("yyyy-MM-dd_HHmm") + ".txt"
-$reportPath = Join-Path $Config.ReportFolder $reportName
-
-try {
-    $ReportLines | Set-Content -Path $reportPath -Encoding UTF8 -ErrorAction Stop
-    Write-Host ""
-    Write-Ok "Report saved → $reportPath"
-} catch {
-    Write-Err "Failed to save report to '$reportPath': $($_.Exception.Message)"
-    $fallback = Join-Path $env:TEMP $reportName
-    try {
-        $ReportLines | Set-Content -Path $fallback -Encoding UTF8
-        Write-Warn "Saved to fallback location: $fallback"
-    } catch {
-        Write-Err "Fallback save also failed: $($_.Exception.Message)"
-    }
-}
-
-Write-Host ""
-Write-Info "Done.  Total runtime: $($sw.Elapsed.ToString('mm\:ss\.ff'))"
-Write-Host ""
-Write-Header "DONE"