Hiya's State of the Call 2026 report says 1 in 4 Americans received an AI deepfake voice call in the past twelve months, and another 24% admit they couldn't reliably tell a cloned voice from a real one. The FBI's Internet Crime Complaint Center, in its first-ever section on AI-enabled fraud, attributed roughly $893 million in 2025 losses to scams that used cloned voices, deepfake videos, or AI-generated documents. Government-impersonation complaints alone doubled from 17,367 in 2024 to 32,424 in 2025.
Three different things vendors call "deepfake protection"
Before the picks, one clarification most roundups skip: the products below do not all do the same job. They fall into three distinct categories, and treating them as one ranking would be misleading.
There is no public lab test of deepfake-detection accuracy as of May 2026, so any source claiming a "category leader" by lab score is making it up.
Our picks, by category
- Norton 360 Advanced (dedicated detection) — widest active surface: Windows desktop + Genie mobile checks on Android and iOS
- McAfee Deepfake Detector (dedicated detection) — if you already own an AI PC it shipped on
- Bitdefender Scamio / Scam Protection Pro (scam checking) — best no-NPU scam-checking option, works on any device
- Kaspersky Premium (anti-phishing layer) — strong phishing/URL interception around scams (non-US markets)
- Microsoft Defender + Bitdefender Scamio (free baseline) — credible free stack
We used AV-TEST February 2026 to confirm baseline Windows protection and AV-Comparatives February–March 2026 Real-World Protection as a web-threat baseline. We used the AV-Comparatives April 2026 Performance Test only as a performance-impact reference, not as evidence of deepfake detection or malware-blocking accuracy. No public lab currently publishes a consumer deepfake-detection leaderboard.
Norton 360 Advanced — dedicated detection, widest coverage
Norton's Deepfake Protection sits inside Norton Device Security on Windows 11. Hardware ladder, cross-checked against Norton's support page:
- AI PC (Windows Copilot+ class): Qualcomm Snapdragon X Series or Intel Core Ultra Series with an NPU; 8+ physical CPU cores recommended; minimum 16 GB RAM. Norton offloads analysis to the NPU.
- Powerful non-AI Windows PC: at least 6 physical CPU cores; minimum 8 GB RAM. Automatic detection runs on the CPU.
- Below that (fewer than 6 cores or under 8 GB RAM): automatic deepfake detection is not supported.
Synthetic-voice detection is English audio only. On desktop, Norton's automatic detection supports YouTube in any browser. Facebook, X, TikTok, Vimeo, Instagram, Dailymotion, and Twitch are supported only in Chrome 64-bit, Edge, and Firefox. On Windows-on-Arm Qualcomm devices those seven non-YouTube platforms are not supported, so YouTube is the practical automatic-detection path.
On mobile, the deepfake feature is available through Norton Genie / Norton 360 mobile products on both Android and iOS in the US, UK, Australia, and New Zealand. Current Norton materials describe the Deepfake Protection early-access feature as supporting English-language YouTube videos, so treat it as limited mobile checking rather than system-wide mobile deepfake protection.
AV-TEST gave Norton 360 a perfect 6/6/6 in February 2026. See our deeper breakdown in the Norton review.
McAfee Deepfake Detector — dedicated detection, OEM-bundled
McAfee Deepfake Detector is the most NPU-centric product in the category and the most hardware-restrictive. As of May 2026, treat it as an OEM-bundled feature on selected AI PCs, not a universal McAfee download. If you own a new AI PC that shipped with McAfee Deepfake Detector preinstalled — initially Lenovo, later expanded through selected OEM bundles such as HP — use the included McAfee path first. Availability is SKU-specific, so verify the feature in McAfee / MyAccount rather than assuming every AI PC from a given brand includes it.
Supported NPU silicon: Intel Core Ultra (including Lunar Lake), AMD Ryzen AI 300 ("Strix Point"), and Qualcomm Snapdragon X Elite. It runs entirely on-device, scanning video and embedded audio in the browser, and is English audio only at launch. It is not available on macOS, iOS, older non-NPU Windows PCs, or Android. Vendor documentation: McAfee Deepfake Detector product page.
Bitdefender Scamio / Scam Protection Pro — best no-NPU scam-checking option
Bitdefender is not doing Norton/McAfee-style on-device deepfake video/audio scanning. Its value is scam triage: you forward a suspicious message, screenshot, link, QR code, or image, and Scamio returns a verdict. Scamio is free and runs on the web, WhatsApp, Facebook Messenger, and Discord — no NPU required, works on any device including a Mac browser.
Scam Protection Pro adds automatic scam detection and real-time alerts in supported apps (email, browser, messages). It is included in Bitdefender Premium Security and Ultimate Security. The underlying Bitdefender Total Security suite scored 6/6/6 in AV-TEST February 2026. Deeper review at Bitdefender review.
Kaspersky Premium — strong anti-phishing layer for scam URLs
Kaspersky does not ship a deepfake detector, and we are not going to invent one. What Kaspersky Premium offers is a phishing and Safe Money layer that intercepts the surrounding scam infrastructure — cloned bank login pages, fake attachments, fraudulent delivery URLs — that almost every AI voice scam funnels victims toward. Kaspersky Premium scored 6/6/6 in AV-TEST February 2026. For political-risk reasons, Kaspersky is no longer sold to US residents under the 2024 Commerce Department restriction (US customers migrated to UltraAV); it remains available in the UK, EU, Canada, Australia, and most other markets. Deeper review at Kaspersky review.
Microsoft Defender + Bitdefender Scamio — best free baseline
Microsoft Defender is built into Windows 10/11 and AV-TEST February 2026 awarded it a perfect 6/6/6. It has no deepfake-specific feature but includes SmartScreen URL filtering. Bitdefender Scamio is free and checks forwarded suspect content on any device. Stacked, you get a top-rated baseline antivirus plus a no-install scam checker, for zero subscription fees. The gaps are real: no continuous deepfake video scanning, no NPU acceleration, no identity-theft restoration. You forward suspect content manually. Deeper notes at Microsoft Defender review.
Side-by-side comparison table
| Pick | Category | Hardware required | Mobile | Free option? |
|---|---|---|---|---|
| Norton 360 Advanced | Dedicated detection | AI PC with NPU + 16 GB RAM, or non-AI PC with 6+ cores + 8 GB RAM | Android & iOS (US/UK/AU/NZ), limited YouTube checks | No |
| McAfee Deepfake Detector | Dedicated detection | Selected OEM AI PCs with NPU | No | OEM trial / bundle |
| Bitdefender Scamio / Scam Protection Pro | Scam checking | None for Scamio | Yes via web/messengers | Scamio free |
| Kaspersky Premium | Anti-phishing layer | None specific | Yes (general protection) | No |
| Microsoft Defender + Scamio | Free baseline | Windows 10/11 for Defender; none for Scamio | Scamio via web/messengers | Yes (baseline stack) |
What deepfake protection cannot do
It cannot intercept ordinary carrier voice calls. Norton, McAfee, and Bitdefender Scamio analyse media in a browser or content you forward — none sit inside your dialler app scanning live carrier audio. The mitigation is the National Cybersecurity Alliance's safe-word protocol.
iOS coverage is limited, not absent. Norton's mobile deepfake protection is available on Android and iOS in selected countries, but current public materials describe English-language YouTube-link checks through Genie rather than live phone-call scanning or system-wide iOS media analysis. McAfee's detector is Windows AI PC only; Bitdefender Scamio works through browser/messengers.
No native macOS deepfake scanner. Neither Norton nor McAfee runs a native macOS on-device deepfake scanner. Mac users can use cloud/chat tools like Scamio, but that is manual scam checking, not desktop Mac deepfake scanning.
Non-English audio is not supported by Norton or McAfee. Both limit synthetic-voice detection to English at launch.
How we picked these products
- We separated true on-device deepfake detectors (Norton, McAfee) from scam-checking assistants (Scamio) from general anti-phishing layers (Kaspersky, Defender). They are not the same product category.
- We cross-checked every hardware and platform claim against the current vendor support page, not marketing copy or press releases.
- We used AV-TEST February 2026 for baseline protection and AV-Comparatives February–March 2026 Real-World Protection for web-threat baseline. AV-Comparatives April 2026 Performance Test was used only as a performance-impact reference, never as deepfake-detection evidence.
- We did not run a private "controlled deepfake forwarded to each product" test, and no public lab publishes a consumer deepfake-detection leaderboard.
For broader context see our best internet security hub and the explainer at what is a deepfake scam.
Frequently Asked Questions
Is there a public lab test ranking deepfake detection accuracy?
No. As of May 2026, AV-TEST, AV-Comparatives, SE Labs, and MRG Effitas do not publish a consumer-facing benchmark that ranks deepfake detection accuracy. Any source claiming a category leader by lab score is making it up.
Do I need an AI PC to run Norton Deepfake Protection?
No. Norton supports automatic deepfake detection on non-AI Windows PCs with at least 6 physical CPU cores and 8 GB RAM. AI PCs with NPUs require 16 GB RAM and run faster because the model uses the NPU.
Can I install McAfee Deepfake Detector on a PC I already own?
Generally no. As of May 2026 it is an OEM-bundled feature on selected AI PCs (initially Lenovo, later selected bundles such as HP), not a universal download. Verify in McAfee / MyAccount.
Does any of this work on Mac?
No native macOS on-device deepfake detector from Norton or McAfee is documented here. Mac users can use Bitdefender Scamio in a browser or messenger, but that is manual scam checking, not desktop Mac deepfake scanning.
Does Norton Genie deepfake detection work on iOS?
Yes, in a limited form. Norton's mobile deepfake protection is available through Norton Genie / Norton 360 mobile products on Android and iOS in the US, UK, Australia, and New Zealand. Norton describes it as an early-access feature supporting English-language YouTube videos, so it is limited mobile checking rather than full-device or live-call scanning.
What about deepfake voice calls on my phone?
None of these products intercept live carrier voice calls. The recommended defence is the National Cybersecurity Alliance safe-word protocol: agree a code phrase with family in advance, and ask for it if a caller claims an emergency.
Are these tools worth paying for if I never click on links?
It depends. If your risk is mostly ordinary phone-call impersonation, a family safe word and a call-back rule matter more than a subscription. If you also want malware, phishing, banking, identity, and scam-link protection, a paid suite can still be useful.