Deepware Scanner deepfake detector
Vendor Zemana (Deepware) Official site scanner.deepware.ai How this card is sourced
Deepware Scanner accepts videos of up to 10 minutes and samples them at 1 frame per second to look for manipulated faces, per the vendor's FAQ (deepware.ai/us/faq, read 9 November 2026). Deepware Scanner is a video deepfake detector, not a text or image tool: the FAQ says the team is "only dedicated to detecting AI-generated face manipulations" and does "not plan to detect synthetically generated images and text". The vendor is Zemana, an antivirus company with offices in Sarajevo and Ankara, whose deepfake research began "in mid-2018" (deepware.ai/us/about, read 9 November 2026). The scanner host itself, scanner.deepware.ai, did not answer on 9 November 2026 (the connection timed out from two networks), so the scanner page's fields on this card come from the Wayback Machine capture of 8 August 2026, which shows a "Scan & Detect Deepfake Videos" form labelled BETA (capture, read 9 November 2026). The card joins the detector index beside the other media cards, and how this card is sourced explains how an archived page is used when the live one is gone.
What Deepware Scanner detects
| Field | Value | Source |
|---|---|---|
| Content types detected | Video | deepware.ai/us/faq/index.html |
| Generators covered | AI-generated face manipulations: deepfakes that use a real video of a person and modify or swap their face with another person (FAQ). The FAQ states the scanner does not detect voice manipulation, images or text | deepware.ai/us/faq/index.html |
| Input limits | Web scanner (BETA, Wayback capture of 8 August 2026): place a video link or upload a video; no account. FAQ: maximum video length 10 minutes; links from YouTube, Facebook and Twitter; recommended resolution at least 1920 x 1080; frames are sampled at 1 FPS and faces clustered so that only consistently detected faces are scored; a result of NO DEEPFAKE DETECTED (50%) means no face was found in the video. | deepware.ai/us/faq/index.html |
| Free tier | Free web scanner with no account (BETA), plus a free Android app; no quota or monthly limit is published. API and SDK access are by contact. The scanner host was unreachable on 9 November 2026 | web.archive.org/web/20260808164435/https:... |
| API | Yes, deepware.ai/us/faq/index.html | deepware.ai/us/faq/index.html |
| Integrations | Android app (Google Play listing com.zemana.deepware; the store page returned 404 on 9 November 2026), API key access and offline SDK by contact, Scan by link from YouTube, Facebook and Twitter | deepware.ai/us/index.html |
| Data retention | Terms of Service (undated): you give Deepware.ai (and those we work with) a worldwide, royalty-free, irrevocable and transferable license to use, edit, host, store, reproduce, modify, create derivative works, communicate, publish, publicly perform, publicly display and distribute all content contained in the Sample; if you submitting any Sample, the Sample is immediately shared for review by the Service's Partners; you will only upload suspicious samples that you wish to publicly share; If you do not want to publicly share a possible deepfake sample in the manner set out in these terms or in the Privacy Policy, do not send it. Privacy Policy (undated): We will retain your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. No period is stated for uploaded video. | deepware.ai/us/terms-of-services/index.html |
| Ownership | Zemana Doo, Splitska 6, 71000 Sarajevo, Bosnia and Herzegovina (deepware.ai footer, copyright 2022); the privacy policy says Zemana operates https://deepware.ai. The scanner's own footer, read in the Wayback Machine capture of 8 August 2026 because scanner.deepware.ai did not answer on 9 November 2026 (connection timed out from two networks), gives Bilkent Cyberpark Cankaya, Ankara, Turkiye, labels the scanner BETA and carries a 2021 copyright. The about page says the deepware AI team began deepfake detection research in mid-2018 inside Zemana, an antivirus company, and that Zemana has a team on both sides to detect and generate deepfakes. The about page says the scanner was open-sourced, but the linked GitHub organisation (github.com/deepware) held only a face-detection library (dface, BSD-2-Clause) and a Pix2Pix implementation on 9 November 2026, both last pushed in February 2021; no scanner repository is published there. | deepware.ai/us/about/index.html |
The scope is narrow and the vendor states it. "Deepware Scanner focuses on deepfake manipulation that uses a real video of a person and modifies or swaps their face with another person. We do not detect whether the voice is manipulated but only the face of a person in the video" (deepware.ai/us/faq, read 9 November 2026). Asked whether it detects "any fake videos", the FAQ answers "No, we are only dedicated to detecting AI-generated face manipulations", and asked about other media: "we currently scan and detect only video files. We are working on detecting synthetically generated voice media files." A result of "NO DEEPFAKE DETECTED (50%)" means no face was found: "The model is looking for signs of manipulation on the human face. If there is no face on the video, you get this result."
The technical description is brief. "Empirical analysis has shown that 1 FPS is a good compromise between scanning speed and detection accuracy. Clustering faces allows us to remove noise such as falsely detected faces. Only the consistently detected faces will be clustered, and the detection score will be calculated only for them" (deepware.ai/us/faq, read 9 November 2026). The vendor recommends source video of "at least 1920 x 1080". No generator list is published; the target is face swaps as a class rather than named tools. Language does not apply, so the languages field is empty.
The vendor says it also makes deepfakes. "As Deepware, we have a team on both sides to detect and generate deepfakes. We believe that to achieve the best detection rate, we also need to create deepfake videos" (deepware.ai/us/faq, read 9 November 2026). The sibling cards for a reader comparing video tools are Sensity, the Amsterdam forensic platform, and Reality Defender; the one indexed media study scored Hive and AI or Not on images, and no indexed study has scored video.
Limits and plans
| Plan | Price | Limits | Checked on |
|---|---|---|---|
| Web scanner | Free (BETA) | Video link or upload, up to 10 minutes per video; result page shareable by link. | |
| API and SDK | FAQ: We provide Deepware Scanner in web-platform, API, and SDK forms. You can either use our website, our API key, or in an offline environment via SDK. Contact us to learn more. No price published. |
The archived scanner page offers one action: "Place a video link or upload a video", with a SCAN button, a BETA label and a note that "By submitting data, you are agreeing to Terms of Services and Privacy Policy" (capture of 8 August 2026, read 9 November 2026). The FAQ sets the limits: "a maximum limit of 10 minutes for each video", links from "YouTube, Facebook, and Twitter", and the resolution recommendation above (deepware.ai/us/faq, read 9 November 2026). No account, quota or monthly cap is published for the web scanner, and no price is published for anything. The FAQ describes three access routes: "We provide Deepware Scanner in web-platform, API, and SDK forms. You can either use our website, our API key, or in an offline environment via SDK. Contact us to learn more."
Retention is governed by terms that treat every upload as a shared sample. The terms of service read: "you give Deepware.ai (and those we work with) a worldwide, royalty-free, irrevocable and transferable license to use, edit, host, store, reproduce, modify, create derivative works, communicate, publish, publicly perform, publicly display and distribute all content contained in the Sample", and "if you submitting any Sample, the Sample is immediately shared for review by the Service's Partners, and the resulting intelligence report is shared with you and, and with the Partners, which use the results to improve their own systems" (deepware.ai/us/terms-of-services, undated, read 9 November 2026). The same page tells users to "only upload suspicious samples that you wish to publicly share" and, for anyone who does not, "do not send it/contribute it to the service". The privacy policy states no period: "We will retain your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy" (deepware.ai/us/privacy-policy, undated, read 9 November 2026). The retention rank field is therefore empty and the clauses are quoted on the card.
Ownership is stated in two footers. deepware.ai gives "Zemana Doo, Splitska 6 / 71000 Sarajevo, Bosnia and Hercegovina" with a 2022 copyright, and the privacy policy says "Zemana operates https://deepware.ai" (deepware.ai/us, read 9 November 2026); the archived scanner footer gives "Bilkent Cyberpark Cankaya, Ankara, Turkiye" with a 2021 copyright. The about page says "we have open-sourced our current deepware scanner", but the GitHub organisation the site links to (github.com/deepware) held only a face-detection library, dface under the BSD-2-Clause licence, and a Pix2Pix implementation on 9 November 2026, both last pushed in February 2021, so the card does not list the tool on the open-source view.
What the vendor claims
No accuracy figure is published. FAQ: What is your detection accuracy? Please visit our GitHub page to learn more about our detection accuracy with detailed information; the GitHub organisation the site links to holds no scanner repository and no accuracy figures. FAQ: Can I trust your result 100%? Deepfakes are not a solved problem yet. So our results are stating the chances of a specific video can be whether deepfake or not.
Deepware publishes no accuracy figure. Asked "What is your detection accuracy?", the FAQ answers "Please visit our GitHub page to learn more about our detection accuracy with detailed information" (deepware.ai/us/faq, read 9 November 2026), and the linked GitHub organisation holds no scanner repository and no figures. The nearest statement to a claim is a caveat: "Can I trust your result 100%? Deepfakes are not a solved problem yet. So our results are stating the chances of a specific video can be whether deepfake or not." No false positive rate is published, and no statement is made about compressed, re-encoded or edited video, so the humanized-text field, which does not apply to video, is empty.
The vendor's own description of the threat is on the home page: "Cybersecurity faces an emerging threat generally known as deepfakes. Malicious uses of AI-generated synthetic media, the most powerful cyber-weapon in history is just around the corner" (deepware.ai/us, read 9 November 2026). The deepware.ai footer carries a 2022 copyright, and the scanner is still labelled BETA in the August 2026 capture.
What independent studies found
No record in the studies index tested Deepware Scanner, read 9 November 2026 in the data file. The study count is zero, and the false positive, false negative, robustness and claim gap fields are empty. The index has one media record, Ha and Passananti 2024, and it scored images, not video (arXiv 2402.03214, read 9 November 2026). No indexed paper has measured any video deepfake detector, so the gap on this card is shared by every video tool on the register.
A reader should also weigh what the vendor says it measures. The scanner scores faces it can cluster across frames at 1 frame per second and returns a probability rather than a verdict; a clip without a consistently detected face returns the 50% placeholder result (deepware.ai/us/faq, read 9 November 2026). Those are the vendor's statements, and no outside measurement of them exists in the index.
Where Deepware Scanner appears in the index
Rankings
Fits these use cases, questions and comparisons
Deepware Scanner ranks in no list, read 9 November 2026 in the data file: it has no study record, no stated retention period, no word allowance, no language count and no accuracy percentage. It appears on AI detectors by content type, where video is its only column, on detectors with an API because the FAQ states API access by contact, and in studies by modality with zero records against its one type.
The question on which AI detectors were shut down is the place to watch: the scanner host was unreachable on 9 November 2026, the Google Play listing returned 404 the same day, and the GitHub organisation is dormant, but the vendor has published no statement of withdrawal, so the card records a live product with an unreachable front end and will be re-read on 8 December 2026. Every detector card on the register shows the same fourteen fields, so the empty cells here can be read beside the media tools that fill them.
Questions about Deepware Scanner
Is Deepware Scanner free?
Yes: the web scanner at scanner.deepware.ai takes a video link or upload with no account and is labelled BETA, per the Wayback Machine capture of 8 August 2026 read 9 November 2026, and an Android app is linked from deepware.ai. API and SDK access are by contact with no published price.
What does Deepware Scanner detect?
Face manipulation in video only: deepfakes that modify or swap a person's face, sampled at 1 frame per second, up to 10 minutes per video, per the FAQ read 9 November 2026. It does not detect manipulated voices, AI-generated images or text.
How accurate is Deepware Scanner?
No figure is published: the FAQ points to a GitHub page that holds no scanner repository or accuracy data, read 9 November 2026, and says "Deepfakes are not a solved problem yet". No indexed study tested the tool.
Is Deepware Scanner still working?
The scanner host did not answer on 9 November 2026 from two networks, the Google Play listing returned 404, and the Wayback Machine's last successful capture is from 8 August 2026. The vendor has published no shutdown notice; the card will be re-read on 8 December 2026.
Sources and revisions
Sources
- web.archive.org/web/20260808164435/https:...Read 8 November 2026
- deepware.ai/us/index.htmlRead 9 November 2026
- deepware.ai/us/about/index.htmlRead 9 November 2026
- deepware.ai/us/faq/index.htmlRead 9 November 2026
- deepware.ai/us/terms-of-services/index.htmlRead 9 November 2026
- deepware.ai/us/privacy-policy/index.htmlRead 9 November 2026
- github.com/deepwareRead 9 November 2026
- play.google.com/store/apps/detailsRead 8 November 2026
- arxiv.org/abs/2402.03214Read 9 November 2026



