diff --git a/backend/src/routes/adminFeedback.js b/backend/src/routes/adminFeedback.js
index 6519a8a1..6524a663 100644
--- a/backend/src/routes/adminFeedback.js
+++ b/backend/src/routes/adminFeedback.js
@@ -1,4 +1,5 @@
 const express = require('express');
+const { neutralizeSpreadsheetFormula } = require('../utils/spreadsheetSafe');
 const router = express.Router();
 const { adminAuth } = require('../middleware/auth');
 const { requirePermission } = require('../middleware/permissions');
@@ -450,11 +451,13 @@ function convertToCSV(data) {
       const value = row[header];
       if (value === null || value === undefined) return '';
       if (typeof value === 'boolean') return value ? 'yes' : 'no';
-      if (typeof value === 'string'
-        && (value.includes(',') || value.includes('"') || value.includes('\n') || value.includes('\r'))) {
-        return `"${value.replace(/"/g, '""')}"`;
+      // Formula-neutralize user-controlled cells (guest_name/comment_text)
+      // before quoting — quoting alone doesn't stop `=cmd()` (GHSA-3cw3).
+      const neutralized = neutralizeSpreadsheetFormula(value);
+      if (neutralized.includes(',') || neutralized.includes('"') || neutralized.includes('\n') || neutralized.includes('\r')) {
+        return `"${neutralized.replace(/"/g, '""')}"`;
       }
-      return value;
+      return neutralized;
     }).join(',');
   });
 
diff --git a/backend/src/routes/adminGuests.js b/backend/src/routes/adminGuests.js
index 2f24b2f7..97043108 100644
--- a/backend/src/routes/adminGuests.js
+++ b/backend/src/routes/adminGuests.js
@@ -39,8 +39,13 @@ function serializeGuest(row) {
   };
 }
 
+const { neutralizeSpreadsheetFormula } = require('../utils/spreadsheetSafe');
+
 function escapeCsvCell(value) {
-  const str = value == null ? '' : String(value);
+  // Neutralize spreadsheet formulas FIRST (a `=cmd()` guest name executes on
+  // open — RFC-4180 quoting doesn't stop it), then quote-wrap (GHSA-wc99 /
+  // GHSA-f4fp).
+  const str = neutralizeSpreadsheetFormula(value);
   if (/[,"\n\r]/.test(str)) {
     return `"${str.replace(/"/g, '""')}"`;
   }
diff --git a/backend/src/routes/adminImageSecurity.js b/backend/src/routes/adminImageSecurity.js
index 8576afac..6fb15632 100644
--- a/backend/src/routes/adminImageSecurity.js
+++ b/backend/src/routes/adminImageSecurity.js
@@ -502,6 +502,15 @@ router.get('/export', adminAuth, requirePermission('settings.view'), async (req,
 /**
  * Helper function to convert data to CSV
  */
+const { neutralizeSpreadsheetFormula } = require('../utils/spreadsheetSafe');
+
+function csvCell(value) {
+  // Formula-neutralize, then RFC-4180 quote (the previous join('') did
+  // neither — GHSA-37p4).
+  const s = neutralizeSpreadsheetFormula(value);
+  return /[,"\n\r]/.test(s) ? `"${s.replace(/"/g, '""')}"` : s;
+}
+
 function convertToCSV(data) {
   // Simplified CSV conversion for security logs
   const headers = ['timestamp', 'event_type', 'client_ip', 'details'];
@@ -511,8 +520,8 @@ function convertToCSV(data) {
     log.client_ip,
     JSON.stringify(log.details || {})
   ]);
-  
-  return [headers.join(','), ...rows.map(row => row.join(','))].join('\n');
+
+  return [headers.join(','), ...rows.map(row => row.map(csvCell).join(','))].join('\n');
 }
 
 module.exports = router;
\ No newline at end of file
diff --git a/backend/src/services/archiveService.js b/backend/src/services/archiveService.js
index 1d411f3e..87158fde 100644
--- a/backend/src/services/archiveService.js
+++ b/backend/src/services/archiveService.js
@@ -1,4 +1,5 @@
 const archiver = require('archiver');
+const { neutralizeSpreadsheetFormula } = require('../utils/spreadsheetSafe');
 const fs = require('fs');
 const fsp = require('fs').promises;
 const path = require('path');
@@ -261,12 +262,13 @@ function convertToCSV(data) {
 
   const csvRows = data.map(row => {
     return headers.map(header => {
-      const value = row[header];
-      // Escape quotes and wrap in quotes if contains comma
-      if (typeof value === 'string' && (value.includes(',') || value.includes('"'))) {
+      // Formula-neutralize before quoting (guest_name/comment_text are
+      // user-controlled); the old check didn't even escape \n/\r (GHSA-q82f).
+      const value = neutralizeSpreadsheetFormula(row[header]);
+      if (value.includes(',') || value.includes('"') || value.includes('\n') || value.includes('\r')) {
         return `"${value.replace(/"/g, '""')}"`;
       }
-      return value || '';
+      return value;
     }).join(',');
   });
 
diff --git a/backend/src/services/photoExportService.js b/backend/src/services/photoExportService.js
index 5b424112..530b59c2 100644
--- a/backend/src/services/photoExportService.js
+++ b/backend/src/services/photoExportService.js
@@ -6,6 +6,7 @@
 const archiver = require('archiver');
 const { PassThrough } = require('stream');
 const { XmpGenerator } = require('./xmpGenerator');
+const { neutralizeSpreadsheetFormula } = require('../utils/spreadsheetSafe');
 const { db } = require('../database/db');
 const path = require('path');
 const fs = require('fs').promises;
@@ -162,7 +163,10 @@ class PhotoExportService {
 
     const csvContent = [
       headers.join(','),
-      ...rows.map(row => row.map(cell => `"${String(cell).replace(/"/g, '""')}"`).join(','))
+      // Formula-neutralize each cell before quoting — filenames/categories
+      // are user-controlled, and quoting alone doesn't stop `=cmd()`
+      // execution (GHSA-5364).
+      ...rows.map(row => row.map(cell => `"${neutralizeSpreadsheetFormula(cell).replace(/"/g, '""')}"`).join(','))
     ].join('\n');
 
     return {