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Handle a convincing AI voice call or video as a social-engineering incident with possible account compromise—not as a media-authenticity puzzle. Stop the requested payment, credential change, access grant or data release; verify the person through a previously trusted, independent channel; preserve the original content and surrounding records; contain financial and identity exposure; then investigate, report and improve controls. A detector score, caller ID, watermark, familiar face or realistic voice cannot by itself authorize an action.
What an MSSP should assume when synthetic media appears
Generative audio and video can impersonate an executive, employee, vendor, relative, law-enforcement officer or other authority figure. The FBI’s Internet Crime Complaint Center (IC3) describes AI-generated audio used to impersonate relatives or account holders and real-time AI video chats featuring alleged executives and officials. FinCEN likewise warns that synthetic voice and video can induce transfers in business-email-compromise and related fraud.
The media itself is not automatically illegal. IC3 notes that synthetic content can be lawful while still facilitating fraud, extortion, harassment or misinformation. For an MSSP, the decisive question is what the contact is trying to make someone do and what access, money, identity data or reputation could be exposed.
FBI guidance lists possible clues such as visual warping, unnatural movement, poor lighting, lip-sync errors, odd shadows, unusual pauses, choppy sentences, strange inflections, distorted decibels, incongruent background noise and abnormal phrasing. These are triage indicators only. The FBI also cautions that AI-generated content can be difficult to identify, so a clean-looking call is not authenticated by the absence of artifacts.
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As FBI Special Agent in Charge Robert Tripp put it, “Attackers are leveraging AI to craft highly convincing voice or video messages and emails to enable fraud schemes against individuals and businesses alike.”
1. Prepare the client before an incident
Set severity and escalation criteria
Write severity rules that reflect the requested action and potential blast radius. Treat any impersonation involving a privileged identity, payment approval, payroll, a new beneficiary, a password reset, MFA changes, customer publication or suspected account takeover as an incident requiring the MSSP’s formal workflow. A request for money movement or privileged access is critical; a credential or MFA request is high. Public misinformation or harassment may need a parallel communications response even when no account is compromised.
Pre-register trusted contact paths
Maintain independently obtained phone numbers and contact methods for executives, payment approvers, vendors, banks, outside counsel, law enforcement, platforms and crisis-communications owners. Store them in a protected directory that responders can reach without using the suspicious message. Include a known corporate directory, a trusted calendar account and a pre-agreed secret phrase for high-risk situations.
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Build approval and authentication controls
- Require dual approval and out-of-band confirmation for wire and cryptocurrency transfers, payroll changes, password resets, MFA changes and new beneficiaries.
- Enforce MFA and document that no responder, executive or help-desk agent may disable it because a caller or video participant requests it. The FBI’s 2025 public-service announcement specifically warns against providing MFA codes or weakening MFA during an unsolicited interaction.
- Separate initiation from approval so one impersonated person cannot complete a sensitive transaction alone.
- Log who requested, verified and approved each high-risk action, including the independent channel used.
Prepare evidence handling
Define how the MSSP captures the original file or recording, message export, email headers, URLs, phone numbers, platform and account identifiers, timestamps, transaction records, access logs, analyst notes and cryptographic hashes when available. Restrict access to case material, preserve read-only originals, record every transfer of evidence and maintain a chain of custody suitable for legal, regulatory or law-enforcement review.
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Train and exercise
Teach staff that convincing grammar, familiar caller ID, a recognizable voice, a live face and urgent authority are all untrusted signals until independently verified. Run exercises using a voice-cloning call, a fake executive video and an urgent-payment scenario. Measure whether staff stop the action, reach the right contact and preserve evidence without relying on a detector.
2. Triage the alert without destroying evidence
- Record the report. Note who reported it, the date and time, the channel used, the alleged identity and the exact action requested.
- Preserve first. Capture the original audio or video, the complete message thread, headers, links, caller details, profile pages, meeting metadata and relevant screenshots before blocking, deleting or reporting anything.
- Capture observable indicators. Document pauses, lag, mismatched lip movement, lighting or shadow inconsistencies, unnatural phrasing, distorted features, odd background noise, spoofed addresses, unfamiliar numbers, new domains and urgency.
- Stop the transaction or access change. Put the requested payment, credential action, MFA change, data transfer or publication on hold while verification occurs.
- Assign severity. Consider the value at risk, privilege of the impersonated identity, number of recipients, possibility of account takeover and whether the content is spreading publicly.
Do not treat a detector’s “real” result as proof, or a “fake” result as the only basis for action. The FTC’s voice-cloning work identifies three separate intervention points—upstream prevention and authentication, real-time detection and monitoring, and post-use evaluation—and warns that watermarks can be altered or removed and false positives can harm legitimate users.
3. Verify identity through an independent channel
Verification must not depend on contact details supplied by the suspicious call, email, chat or video. Stop the requested action and use a path established before the incident.
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- Call a previously confirmed number from the protected directory, not the number displayed by caller ID or provided in the message.
- Use the known corporate directory or start a fresh meeting from a trusted calendar entry rather than joining the suspicious link.
- Ask for the pre-agreed secret phrase when the situation involves a family member, executive or other person for whom a phrase was established.
- Require a second authorized person to approve a sensitive action through a separate channel.
- Independently inspect the destination account, beneficiary, domain and URL. Do not download an unverified file or follow an unverified link merely to continue the conversation.
- Never disclose an MFA code, reset factor, recovery code or password to a caller or video participant.
If the trusted contact cannot be reached, keep the action on hold. A realistic face, familiar voice, verified-looking badge, watermark or detector score is not a substitute for independent confirmation.
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4. Contain financial, identity and session exposure
Protect money in transit
Ask the bank, payment provider or exchange to place an immediate hold or recall on a transfer. Provide the transaction reference, beneficiary details, timestamps and evidence package. Notify the client’s fraud owner and insurer according to the severity matrix.
Lock down accounts and sessions
- Suspend or step-up authenticate affected accounts through a trusted administrative path.
- Revoke active sessions, refresh tokens, API keys and temporary grants associated with the impersonated or compromised identity.
- Reset credentials and recovery factors only after confirming the user independently.
- Check for unauthorized MFA enrollment, mailbox rules, forwarding, delegated access, OAuth grants, SIM changes and new devices.
Block the campaign after capture
Once originals and identifiers are preserved, block malicious domains, URLs, phone numbers, sender accounts and file hashes. Retain source-account and platform identifiers for investigators or platform requests where safe and lawful. Label internal case material clearly so synthetic media is not mistaken for approved corporate content.
Look beyond the first victim
Check other executives, payment approvers, family contacts, vendors and customers for the same script, number, domain, wallet address or video. Synthetic campaigns often reuse an identity and urgency pattern across several recipients.
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Build a defensible timeline
Arrange first contact, follow-up messages, requests, approvals, transfers, credential use, account changes and discovery in UTC or another documented time standard. Preserve the original timestamps as well as normalized copies.
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Correlate technical and business records
Review identity-provider, email, telephony, messaging, endpoint, cloud, payment and collaboration logs. Determine whether the media was only a social-engineering lure or was accompanied by credential theft, malware, mailbox compromise, SIM swapping, session theft or data exfiltration.
Map scope and impact
- List every recipient, repost, related domain, wallet address, beneficiary account and impersonated identity.
- Identify money at risk, credentials exposed, sessions revoked, data accessed and customers or partners affected.
- Preserve analyst decisions, hashes, exports and copies of takedown requests with access controls and chain of custody.
- Record uncertainty explicitly: an inability to prove whether media is synthetic does not erase evidence of an unauthorized request or control failure.
NIST SP 800-61 Revision 3, published in 2025 and aligned with the Cybersecurity Framework 2.0, supersedes Revision 2. Its incident-response approach is intended to reduce incident impact and improve the efficiency and effectiveness of response and recovery.
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Coordinate internally
Notify the client incident lead, legal counsel, privacy and fraud teams, communications, the executive owner and the cyber insurer according to the documented matrix. Legal and privacy teams should determine notification, preservation and cross-border obligations; do not promise confidentiality or delete material before those decisions are made.
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Report suspected criminal activity to the FBI’s Internet Crime Complaint Center or a local FBI field office. Use CISA reporting channels when appropriate, particularly for incidents affecting critical infrastructure or broader cyber defense. Include original files, headers, phone numbers, URLs, platform identifiers, transaction details and a concise timeline.
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Coordinate with outside parties
Work with banks, payment providers, exchanges, platforms, hosting providers and affected partners. Ask platforms to preserve account and access records before takedown when lawful. Give employees and customers a short instruction: stop, use the known contact method, do not send money or codes, and report the message.
Manage public messaging
Keep statements factual and avoid amplifying the fake clip. Explain the verified contact method and the action recipients should take. Preserve a copy for investigators even if the public post is removed.
7. Recover, review and improve controls
- Restore carefully. Re-enable accounts, payment processes and delegated access only after independent identity verification and log review.
- Reconcile transactions. Confirm returned or frozen funds, monitor for follow-on fraud and notify affected parties under applicable obligations.
- Measure the response. Record time to detect, time to verify, time to contain, evidence completeness, funds at risk and each control failure.
- Update defenses. Revise contact registries, dual-approval rules, MFA enforcement, executive-media exposure guidance, detections, training and playbooks.
- Retest the same path. Repeat the social-engineering scenario and verify that controls work even when the media appears realistic and no detector is available.
Choosing controls: detector assistance versus human verification
Use detection tools as one signal in a layered process, not as an authorization engine. Evaluate each control against the actual failure you need to prevent.
| Response option | Independence of verification | Speed | False-positive and false-negative risk | Can it stop payment or takeover alone? | Evidence and containment reach |
|---|---|---|---|---|---|
| Detector-assisted triage | Low to moderate; analyzes the media itself | Fast for screening | Material; artifacts can be absent, altered or misread | No; a score should not authorize action | Useful for prioritizing review, but does not identify every exposed account or transaction |
| Human out-of-band verification | High when the contact path was pre-registered | Usually slower, especially outside business hours | Depends on the trusted directory and disciplined staff | Yes, when paired with dual approval and payment holds | Can validate intent and trigger account, payment and communications containment |
| Dual control plus MFA | High when approvers use separate channels | Moderate | Low for impersonation, but vulnerable if both approvers share a compromised channel | Yes for many payment and access workflows | Creates approval logs and limits blast radius |
| Provenance, watermark or signing controls | Variable; depends on implementation and key protection | Fast when available | Watermarks may be removed; absence does not prove falsity | No, not by itself | Can add context for later analysis and publication decisions |
NIST’s synthetic-content transparency work supports provenance and authenticity controls as part of a broader technical approach. The FTC’s intervention framework similarly favors layered prevention, monitoring and post-use analysis over a single detector or watermark.
Quick Recap
Minimum MSSP case record
- Reporter, alleged identity, channel and exact requested action.
- Original media, complete context, exports, headers, URLs, phone numbers and platform IDs.
- Collection time, source, hash where available, storage location, access list and chain-of-custody events.
- Independent verification attempt, trusted number or directory used, second approver and result.
- Financial, identity, privacy, legal, regulatory and reputational impact assessment.
- Containment actions, account and session changes, bank or platform notifications and report numbers.
- Scope findings, unresolved uncertainty, recovery approval and post-incident improvements.
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