Industries NeuroVerify · NeuroDetect · NeuroCall
Deepfakes don’t target industries. They target the moment a face, a voice or a file counts as proof.
Banks open accounts on a video selfie, help desks reset access on a familiar voice, and investigators rule on a submitted photo. Neural Defend checks that face, voice or file where your people or policy decide: NeuroVerify at the checkpoint, NeuroDetect in the investigation, NeuroCall (Beta) on the call.
The problem, in numbers
Identity providers, regulators and the FBI are describing the same shift.
- 1 in 5
biometric fraud attempts involved a deepfake. Deepfaked selfies rose 58% in 2025; injection attacks rose 40% year on year.
Entrust 2026 Identity Fraud Report, 18 Nov 2025 - Since 2023
FinCEN has seen more suspicious activity reports describing deepfake media, often altered or generated identity documents used to get past verification.
FinCEN FIN-2024-Alert004, 13 Nov 2024 - $893m
in adjusted losses across 22,364 complaints that referenced AI. Investment scams using AI video and voices of celebrities and CEOs passed $632m.
FBI IC3, 2025 Internet Crime Report - AI voice
messages posing as senior US officials, sent since April 2025 to build rapport and move targets onto another platform.
FBI IC3, PSA I-051525-PSA, 15 May 2025
Six industries
Same fakes. Different doors.
Each card names the workflow most exposed, how the attack works there, and which product covers it. Pick what gets faked to see where it enters each industry.
A face reaches 6 of 6 industries. Liveness asks whether someone is in front of the camera. It does not ask whether the face is real, or whether a camera was used at all.
BFSI Remote account opening and video KYC
An injected or face-swapped stream passes the liveness prompt, and the account opens for a money mule.
- Selfie and video KYC
- Contact-centre payee and payment changes
- Altered statements and evidence in fraud cases
Fintech Account recovery and device re-binding
A generated selfie moves the account to the attacker’s phone. Every login after it looks legitimate.
- Onboarding and recovery selfies
- Support calls asking for a reset or a higher limit
Government Official communications and case evidence
An AI voice message from a “senior official” moves the target to another app. Fabricated media enters a case file.
- Remote identity proofing for public services
- Calls and voice notes from “officials”
- Submitted and seized media in investigations
OEMs and platforms Identity and media checks inside your product
Your customers meet injected streams and cloned voices. The check has to run inside your app, device or pipeline.
- Face capture in your app, SDK or device
- Voice channels your platform carries
- Media your platform ingests
Enterprise Payment approvals and help-desk resets
A “CFO” on a video call approves the transfer. A cloned voice asks the help desk for a new MFA device.
- Remote hiring and identity re-checks before a reset
- Help-desk and executive calls
- Recordings kept for incident review
Marketplaces and consumer apps Seller onboarding, refunds and account recovery
A generated face admits a fake seller. An AI-edited photo claims a refund for a parcel that arrived intact.
- Seller verification and recovery selfies
- Refund and dispute photos
Product to workflow
Faces at the checkpoint. Files with the investigator. Voices on the call.
The split follows the evidence, not the sector. A bank and a marketplace use the same product for a selfie and a different one for a disputed photo.
A face image, video or audio sample, in one API call.
At the checkpoint: onboarding, recovery, re-verification before a reset.
BFSI video KYC · fintech recovery · seller verification · OEM SDKs · enterprise help-desk resets
One risk score with six signals behind it. Your policy decides. It does not analyse ID documents.
Images, audio, video and documents, uploaded into a case workspace.
After a flag, with an investigator or analyst.
Government investigations · bank fraud cases · refund disputes · enterprise incident review
Heatmaps and region, frame and segment findings, a plain-language summary and a forensic report.
The caller’s voice, during the call.
In the contact centre, help desk or official line.
Bank contact centres · fintech support · enterprise help desks · government lines
Call and voice deepfake detection in Beta. Fit for your telephony is confirmed in evaluation.
Knowledge centre
The attacks every industry shares.
Sources
Read the evidence yourself.
Third-party publications. None of them evaluates or endorses Neural Defend.
- Entrust2026 Identity Fraud Report (press release)
18 Nov 2025. Deepfakes in one in five biometric fraud attempts; deepfaked selfies up 58% in 2025; injection attacks up 40% year on year.
- FinCENFIN-2024-Alert004: fraud schemes involving deepfake media
13 Nov 2024. Increase in suspicious activity reporting describing deepfake media from 2023 into 2024; red flags for identity verification.
- FBI IC32025 Internet Crime Report
22,364 complaints with AI-related information and $893.3m in adjusted losses in 2025; AI-linked BEC, employment and investment fraud described.
- FBI IC3PSA I-051525-PSA: senior US officials impersonated
15 May 2025. Text and AI-generated voice messages impersonating senior US officials since April 2025.
Which product do we start with?
Follow the evidence. If a face or voice decides whether someone gets in, start with NeuroVerify at that checkpoint. If an investigator rules on a photo, recording or document, start with NeuroDetect. If the decision happens on a live call, talk to us about NeuroCall, which is in Beta.
We already run liveness. Is that not enough?
Liveness checks that a person is present. A face swap that blinks on cue, or a stream injected past the camera, can still pass. NeuroVerify checks whether the face itself was manipulated or generated. Detection vs liveness
Does NeuroVerify check ID documents?
No. NeuroVerify analyses face images, video and audio. Documents under investigation go to NeuroDetect, where an analyst reviews them.
Can it run inside our own environment?
NeuroDetect runs as a web app, in your private cloud or VPC, as a secure container, on-premises or air-gapped. Neural Defend holds ISO/IEC 27001, 27701 and 42001 certifications and a SOC 2 Type II report. Deployment options
Will a detection result make us compliant?
No product does that. Neural Defend supplies evidence: a score with its signals, or a forensic report. Your policy, your analysts and your counsel decide what it means for a regulator.
Our industry is not listed. Does that matter?
Rarely. The risk sits in the workflow, not the sector: account opening, recovery, payment approval, evidence review. Pick the page whose workflows look most like yours, or bring yours to an evaluation.
See it on your own media
Bring the workflow where you trust a face, a voice or a file.
Bring sample selfies, call recordings or case files from that workflow, including ones you know were fake. See what NeuroVerify and NeuroDetect find, and what the evidence looks like on file.