Understanding DMARC Forensic Reports
DMARC forensic reports (RUA and RUF aggregate and forensic reports) provide detailed insights into authentication failures, potential abuse, and legitimate mail flow problems. While aggregate reports show high-level statistics, forensic reports contain actual message samples that failed authentication, enabling detailed analysis of email security issues.
Properly interpreting and acting on forensic report data helps organizations identify and fix email infrastructure problems, detect spoofing attacks, and improve overall email security posture.
Types of DMARC Reports
Aggregate Reports (RUA)
Aggregate reports summarize authentication results:
- Daily summaries grouped by sending domain and IP
- High-level pass/fail statistics
- No actual message content
- Generally safe to share
Forensic Reports (RUF)
Forensic reports contain specific message samples:
- Individual messages that failed authentication
- DKIM/SPF failure reasons
- Message headers and partial content
- May contain sensitive information
- Useful for troubleshooting and abuse investigation
Setting Report Preferences
v=DMARC1; p=reject; rua=mailto:[email protected]; ruf=mailto:[email protected]; fo=1
rua: Email address for aggregate reportsruf: Email address for forensic reportsfo=0: Send forensic reports only for DMARC failuresfo=1: Send forensic reports for all failures
Interpreting Forensic Report Data
Report Structure
Forensic reports contain:
- Report metadata (date, sending domain, reporting organization)
- Message headers (From, To, Subject, Date)
- DKIM signatures and verification results
- SPF check results
- DMARC alignment assessment
Understanding Failure Reasons
DKIM Failures:
- Signature not present
- Signature verification failed
- Signature expired
- Invalid signature format
SPF Failures:
- IP not in SPF record
- SPF record malformed
- Too many DNS lookups (SPF max)
- Hard fail policy applied
DMARC Alignment:
- From domain doesn't align with DKIM signature domain
- From domain doesn't align with SPF result domain
Common Forensic Report Scenarios
Scenario 1: Legitimate Mail Infrastructure Issues
Signs:
- Reports show consistent sending IPs
- Known email services (Salesforce, HubSpot, etc.)
- Regular patterns
Response:
- Identify which service is sending
- Update DKIM records for that service
- Add IP to SPF record
- Verify records with service documentation
- Monitor forensic reports for improvement
Example:
DKIM failure: HubSpot newsletter sending from IP 123.45.67.89
- Add to SPF: `include:hubspot.com`
- Verify DKIM domain alignment
- Wait 48 hours for DNS propagation
- Monitor next forensic reports
Scenario 2: Potential Phishing/Spoofing
Signs:
- Unknown sender IPs
- No legitimate mail source identified
- Attempting to send as your domain
- Failed DKIM and SPF checks
Response:
- Document attacker IP addresses
- Report to abuse contacts
- Strengthen authentication policies
- Implement BIMI for visual branding
- Consider implementing DMARC quarantine/reject
Example:
Forensic report shows emails failing DKIM/SPF from IP 192.0.2.1
- IP not in known services
- Attempting to spoof [email protected]
- No legitimate reason for this mail
Actions:
1. Block IP at firewall level
2. Report to ISP abuse contact
3. Monitor for related IPs
4. Ensure DMARC policy is enforce (p=reject)
Scenario 3: User Device/Misconfiguration
Signs:
- Reports from employee IP ranges
- Clients using older protocols
- Signature mismatches
Response:
- Contact users about mail client issues
- Provide correct client configuration
- Update mobile device policies
- Ensure proper SMTP authentication
Processing Forensic Reports at Scale
Automated Report Processing
Many organizations receive hundreds of forensic reports daily. Automation helps:
# Parse forensic reports
# Extract sending IPs
# Group by origin
# Alert on suspicious patterns
Creating Forensic Dashboards
Track forensic data over time:
- Percentage of mail passing DKIM/SPF
- Top failure reasons
- Suspicious IPs and origins
- Trends and patterns
This identifies emerging issues early.
Responding to Forensic Reports
Investigation Process
Step 1: Gather Information
- Identify sending domain
- Note sending IP address
- Review failure reason
- Check message content
Step 2: Determine Legitimacy
- Is this a known service? (Check documentation)
- Is this expected mail? (Customer notification? Billing?)
- Is this an authorized system? (Employee tool? Partner service?)
Step 3: Categorize
- Legitimate but misconfigured
- Legitimate but authentication issue
- Malicious/spoofing attempt
- Spam or abuse
Step 4: Take Action
- Fix authentication for legitimate sources
- Block or report malicious sources
- Document resolution steps
Managing Forensic Report Privacy
Sensitive Information Concerns
Forensic reports may contain:
- Usernames and passwords in message headers
- Personal identification information
- Credit card numbers in email content
- Confidential business information
Privacy Practices
- Restrict access: Limit who can view forensic reports
- Redact sensitive data: Remove PII before analysis/sharing
- Secure storage: Encrypt forensic report archives
- Data retention: Delete old reports according to policy
- Compliance: Ensure GDPR/privacy law compliance
Sharing Forensic Reports
Be cautious when sharing:
- Never include original message content
- Redact sender/recipient addresses
- Remove subject lines with sensitive info
- Share only failure reason and metadata
Integrating Forensic Data with Security Tools
SIEM Integration
Send forensic data to security tools:
- Parse report emails automatically
- Extract IPs and domains
- Correlate with other security events
- Alert on suspicious patterns
SOAR Playbooks
Automate response:
- When spoofing attempt detected → block IP
- When new service detected → research documentation
- When authentication failures spike → alert security team
Threat Intelligence
Use forensic data for broader insights:
- Identify attack patterns
- Track attacker infrastructure
- Share with industry groups
- Contribute to threat databases
Best Practices for Forensic Report Handling
1. Set Appropriate Report Preferences
v=DMARC1; p=reject; rua=mailto:[email protected]; ruf=mailto:[email protected]; fo=1; rf=afrf; pct=100
fo=1: Get forensic reports for all failures (better visibility)pct=100: Get reports for all messages initiallyrf=afrf: Use standard report format
2. Process Reports Regularly
- Review forensic reports daily or at minimum weekly
- Identify patterns and trends
- Track resolution of known issues
- Monitor DKIM/SPF pass rates
3. Maintain Forensic Infrastructure
- Keep forensic email addresses monitored
- Archive reports for historical analysis
- Implement automated parsing
- Set up alerts for anomalies
4. Correlate Multiple Data Sources
- Combine with aggregate reports
- Cross-reference with logs
- Verify with mail service documentation
- Check threat intelligence
5. Take Iterative Action
- Fix issues as identified
- Adjust DMARC policies gradually
- Test before enforcement
- Monitor results
Troubleshooting Common Issues
Not Receiving Forensic Reports
Possible causes:
- Reporting email address is wrong
- Email address isn't validated
- Forensic reports are disabled (
fo=0) - Reports being filtered as spam
Solutions:
# Verify DMARC record
dig _dmarc.yourdomain.com TXT
# Check reporting address is valid
dig yourdomain.com MX
# Ensure ruf parameter is correct
# Check spam filters for reports
Too Many Forensic Reports
Issue: Overwhelmed with false-positive forensic data
Solutions:
- Set
fo=0(only true failures) - Adjust percentage sampling (
pct=50) - Filter reports by domain
- Implement automated filtering
Forensic Reports Won't Parse
Issue: Report format issues or corrupted data
Solutions:
- Verify reports are proper MIME format
- Check for encoding issues
- Ensure proper email parsing library
- Contact reporting organization
Conclusion
DMARC forensic reports provide valuable intelligence about mail authentication and potential abuse. By understanding how to interpret forensic data, categorize issues, and take appropriate action, organizations can:
- Identify legitimate mail infrastructure problems
- Detect and respond to spoofing attempts
- Improve email security posture
- Build comprehensive email authentication strategy
Effective forensic report handling requires regular monitoring, proper categorization, and systematic response to issues identified. Combined with aggregate reports and threat intelligence, forensic data becomes a powerful tool for understanding your email ecosystem and protecting against abuse.
Whether you're deploying DMARC for the first time or optimizing an existing implementation, paying attention to forensic report insights significantly improves your ability to secure email and prevent domain spoofing attacks.

