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Dmitry Morozov reposted thisDmitry Morozov reposted thisWhat do 27 million fraudulent selfies reveal about how attackers are targeting identity verification? Persona’s 2026 H1 selfie fraud report finds that the vast majority of attempts are relatively simple presentation attacks. Even among more complex injection attacks, fraudsters are nearly three times more likely to use videos of real people than AI-generated selfies. Other findings include: • AI-generated content appears in nearly one in four fraudulent selfies • Basic virtual camera setups account for more than 80% of injection attacks • High-quality AI selfies and sophisticated injection attacks tend to be aimed at higher-value targets Read more about the findings and access Persona’s full report, with no email required. #Biometrics #IdentityVerification #FraudPrevention
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Dmitry Morozov shared thisThat's how BAF works - Liveness detection. Deepfake detection. Injection attack protection. Facial image quality assessment. Several dozen parameters underneath them. The user sees a login screen. The operator sees one line: approved or rejected. That gap — between what the customer experiences and what actually runs — is the whole product. #digitalidentity #deepfake #antifraud #3divi #baf
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Dmitry Morozov reposted thisDmitry Morozov reposted thisFor FRP®, this is more than a new membership. It marks a new chapter in the U.S. retail market. Over the years, FRP® technology has moved from development to large-scale, real-world deployment across European retail networks — supporting thousands of stores and giving us something that cannot be built in a lab: practical experience with how AI actually works in day-to-day retail operations. Now we’re bringing that experience to the U.S. Our approach remains the same. Edge AI — processing intelligence where it is needed, close to store operations. Data Sovereignty — keeping operational and biometric data under the retailer’s control rather than building dependency on a vendor cloud. And, most importantly, technology designed to extend the reach of AP/LP teams into everyday store operations — giving people on the ground practical tools to identify, respond and act in real time. Becoming an Associate Member of the Retail Industry Leaders Association (RILA) is an important step in that transition. It gives FRP® an opportunity to bring years of practical European retail deployment experience into direct dialogue with the people shaping Asset Protection, Loss Prevention and store operations in the U.S. Different market. Different operational environment. Proven technology and experience — now coming to U.S. retail. FRP® is now a RILA Associate Member. About FRP®: https://frp.ai/ #AssetProtection #LossPrevention #RetailTechnology #EdgeAI #DataSovereignty #StoreOperations
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Dmitry Morozov shared this𝗛𝗼𝘄 𝗺𝘂𝗰𝗵 𝗱𝗼𝗲𝘀 𝘀𝗸𝗶𝗽𝗽𝗶𝗻𝗴 𝗿𝗼𝗯𝘂𝘀𝘁 𝗶𝗱𝗲𝗻𝘁𝗶𝘁𝘆 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗰𝗼𝘀𝘁? 𝗚𝗲𝗺𝗶𝗻𝗶'𝘀 𝗤𝟮 𝗿𝗲𝗽𝗼𝗿𝘁 𝗵𝗮𝘀 𝗮𝗻 𝗲𝘅𝗮𝗰𝘁 𝗻𝘂𝗺𝗯𝗲𝗿: $𝟭𝟲,𝟭𝟬𝟬,𝟬𝟬𝟬. Gemini just reported Q2 2026 results: $16.1M provision for credit card losses driven by a single identity fraud event. The detail that matters: fraud-linked delinquencies jumped from 1.0% to 6.1% of the portfolio in one quarter. And every one of those accounts was approved. They passed onboarding. That's the uncomfortable truth about identity fraud in fintech: 🔓 Fraudsters don't break in. They sign up. The cheapest place to stop identity fraud is the front door: document verification + face matching + liveness detection at onboarding. That's exactly what we build at 3DiVi. Our Biometric Authorization Framework (BAF) helps banks and fintechs verify that a real, live, right person is behind every new account — before they ever touch your balance sheet. $16.1M buys a lot of liveness checks. #IdentityFraud #KYC #Biometrics #Fintech #FraudPrevention #Liveness
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Dmitry Morozov shared this🕺𝗡𝗼 𝗺𝗼𝗰𝗮𝗽 𝘀𝘂𝗶𝘁𝘀. 𝗡𝗼 𝗺𝗮𝗿𝗸𝗲𝗿𝘀. 𝗡𝗼 𝗰𝗼𝗱𝗲. 𝗝𝘂𝘀𝘁 𝗮 𝗱𝗲𝗽𝘁𝗵 𝘀𝗲𝗻𝘀𝗼𝗿, 𝗧𝗼𝘂𝗰𝗵𝗗𝗲𝘀𝗶𝗴𝗻𝗲𝗿 — 𝗮𝗻𝗱 𝗡𝘂𝗶𝘁𝗿𝗮𝗰𝗸. Interactive particles that follow a dancer. Walls that respond to your silhouette. Live visuals driven by nothing but human motion. All of it runs on the Nuitrack plugin for TouchDesigner. 🕺 Here's the recipe: 🎥 One depth sensor — Orbbec, RealSense, or Kinect Azure, whatever is on your shelf 🔌 Our official TouchDesigner plugin — full-body skeletal tracking straight into your network as CHOPs 🎨 Your imagination — particles, shaders, generative visuals, stage design No markers. No suits. No SDK wrestling. You get 19 tracked joints per person, in real time, ready to wire into any node. That's why creative studios use Nuitrack for museum installations, brand activations, stage performances, and interactive retail — anywhere the audience becomes the controller. Ready-to-use sample projects (Interactive Particles + Skeleton) are included, so your first prototype takes minutes, not weeks. 👉 Try it: https://lnkd.in/evBsZSgX Huge respect to the artists featured in this reel — your work is the best demo we could ask for. 🙌 https://lnkd.in/eThcJWew #TouchDesigner #Nuitrack #InteractiveArt #CreativeTechnology #MotionTracking #ImmersiveExperience #NewMediaArt #GenerativeArt
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Dmitry Morozov shared this😃 𝗙𝗮𝗰𝗲 𝗶𝗻𝘀𝘁𝗲𝗮𝗱 𝗼𝗳 𝗽𝗮𝘀𝘀𝘄𝗼𝗿𝗱 — 𝗞𝗮𝘇𝗮𝗸𝗵𝘀𝘁𝗮𝗻'𝘀 𝗻𝗲𝘄 𝗯𝗶𝗼𝗺𝗲𝘁𝗿𝗶𝗰 𝗿𝘂𝗹𝗲𝘀 𝘁𝗮𝗸𝗲 𝗲𝗳𝗳𝗲𝗰𝘁 𝗝𝘂𝗹𝘆 𝟭𝟮. The financial regulator and National Bank have approved mandatory requirements for biometric authentication in banks and financial organizations: ✔️ Face verification against a reference image ✔️ Active liveness detection — 3+ random commands analyzed in a live video stream ✔️ Protection against camera injection, emulators, and software tampering ✔️ Strict rules for storing and protecting biometric data This is exactly the challenge 3DiVi Inc. solves. Our Face SDK and BAF platform deliver certified-grade face matching, active & passive liveness, and injection attack protection — ready to plug into banking apps and remote onboarding flows. Building compliance for the new rules? Let's talk! 📰 Source: https://lnkd.in/eQbAu65S #biometrics #facerecognition #livenessdetection #fintech #Kazakhstan #compliance #3divi
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Dmitry Morozov reposted thisDmitry Morozov reposted this3DiVi Inc. is featured in the 2026 Deepfake Fraud Detection Market Report & Buyer’s Guide by Biometric Update! We’re proud to be included in this industry report alongside leading deepfake detection solution providers. The report explores the latest trends in AI-enabled identity fraud, Injection Attack Detection (IAD), deepfake detection technologies, and the evolving market landscape. Thank you to Biometric Update for featuring 3DiVi among companies advancing biometric security and fraud prevention. Explore the report: https://lnkd.in/gh4xnC2m #deepfake #fraudprevention #identityfraud #syntheticmedia #3diviThe Deepfake Fraud Detection Market 2026: Securing Identity in the AI EraThe Deepfake Fraud Detection Market 2026: Securing Identity in the AI Era
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Dmitry Morozov shared thisFace SDK 3.31 is out — and my favorite part is the AI-agent-ready documentation. Developers building with AI coding assistants can now integrate biometrics faster than ever. 🚀Dmitry Morozov shared thisNew Release! 3DiVi Face SDK 3.31 → Full details: https://lnkd.in/dtgP4Cm7 ⬩ AI-assisted integration documentation - build faster with documentation optimized for AI agents ⬩ Android 16 KB memory page support - Google Play compliance for Android apps ⬩ New face tracker - more stable face tracking in video streams ⬩ Improved liveness detection - lower attack detection errors with updated models #facesdk #android #aiagents #livenessdetection #facerecognition #facetracking #3divi
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Dmitry Morozov reposted thisDmitry Morozov reposted thisWhat if your most valuable loss prevention resource isn't in the LP department - but already working on the sales floor?
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Dmitry Morozov liked thisDmitry Morozov liked thisНемного идей из моей книги. Нескромно, конечно, но писал же я это зачем-то :) Современная биометрическая система далеко не всегда решает только задачу распознавания человека. Она может оценивать качество полученного образца, обнаруживать атаки подмены, подтверждать признаки физического присутствия, анализировать определенные характеристики или выполнять сравнение. Распознавание становится лишь одной из возможных операций над биометрической информацией. Поэтому для дальнейшего разговора нам понадобится определение, которое описывает биометрию не как научную дисциплину, отдельную операцию или объект правового регулирования, а как технологическую область внутри архитектуры Digital Identity. В рамках этой книги будем использовать следующее определение. Биометрия - это технология получения, обработки и анализа биометрических образцов с целью извлечения информации, основанной на биологических и поведенческих характеристиках человека. Это определение не претендует на замену существующих. Оно вводится для другой задачи: разделить сущности, которые в повседневной речи часто скрываются за одним словом «биометрия». Источником биологических и поведенческих характеристик является человек. Результатом регистрации этих характеристик становится биометрический образец. В результате обработки образца возникает биометрическая информация. Над образцами и полученной информацией выполняются биометрические операции. Результаты этих операций могут становиться доказательствами, используемыми при установлении личности, аутентификации и принятии других решений внутри Digital Identity. Так возникает цепочка, которая понадобится нам дальше: Человек → биологические и поведенческие характеристики → биометрический образец → биометрическая информация → биометрическая операция → результат. Каждый элемент этой цепочки представляет отдельную сущность. У каждой свое происхождение, жизненный цикл и место в архитектуре. Смешивать их только потому, что все они привычно называются одним словом «биометрия», значит терять важные различия еще до начала проектирования системы. Поэтому дальше мы будем рассматривать их отдельно. Человек и его биометрическое представление - разные сущности.
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Dmitry Morozov liked thisDmitry Morozov liked thisTuhin Bose, SVP & Chief Technology Officer, Videonetics, was featured in #DigitalCreed in an insightful interview on how Videonetics’ AI-powered video intelligence is transforming public safety and real-time governance in Andhra Pradesh -https://lnkd.in/dE2djJHD From ~15,000 cameras across 28 districts and 680+ intersections to real-time intelligence, the Andhra Pradesh deployment demonstrates what becomes possible when video data, AI and multiple systems work as one connected intelligence layer. In the interview, Tuhin shares the thinking behind building for India’s unique challenges, the importance of real-time analytics, and how technology can move beyond surveillance to enable faster decisions, safer communities and more responsive governance. Read the full interview to discover how our True AI video intelligence is enabling governance at scale - https://lnkd.in/dE2djJHD Dr. Tinku Acharya, FIEEE, FNAE Naresh B Wadhwa Bhardwaj Naik Ravi Kumar Harsh Mehta Srivikraman Murahari Ripudaman chamaria Manohar Jha Shankar P Parag Agrawal #Videonetics #GovernmentofAndhraPradesh #RealTimeGovernanceCenter #CCTV360 #AndhraPradesh #StatePolice #India #TrueAI #VideoneticsVMS #VideoAnalytics #TrafficManagementSystem #SmartCities #VideoIntelligence #RealTimeIntelligence #SafeCities #PublicSafety #UrbanMobility #Forensics #TrafficManagement #StateSecurity #RealTimeGovernance
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Dmitry Morozov liked thisDmitry Morozov liked thisотпуск и чего зря сидеть??? засняли репортаж для канала Дикий Рыбалка... не все же цифровую идентификацию двигать )))
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Dmitry Morozov liked thisDmitry Morozov liked thisКогда ты в отпуске и на даче есть интернет так и тянет поработать 😊 Это небольшое исследование о том, как разные страны понимают задачу Digital Identity. Один и тот же промт применяется к нормативным документам 11 стран и регионов, чтобы восстановить главный вопрос, ответом на который стал каждый из них. Эксперимент легко повторить с другой LLM и сравнить результаты.
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Dmitry Morozov liked thisDmitry Morozov liked thisConverting static CCTV footage into a VLM-powered loss prevention auditor turns a basic security expense into a high-ROI asset that pays for itself in protected inventory margins. Want to audit your retail checkout lines for hidden loss? Send me a DM or comment below! #retailtech #visionlanguagemodels #VLM #lossprevention #supermarketanalytics #computervision #retailmanagement #businessROITurning CCTV Into a Profit-Protection Tool: Where VLMs Fit Into Retail Loss PreventionTurning CCTV Into a Profit-Protection Tool: Where VLMs Fit Into Retail Loss Prevention
Experience & Education
Patents
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User-centric Three-dimensional Interactive Control Environment
Issued US 8,896,522
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Method and Systems for Determining 6DoF Location and Orientation of Head-Mounted Display and Associated User Movements
Filed US 20150070274
See patentThe technology described herein allows for a wearable display device, such as a head-mounted display, to be tracked within a 3D space by dynamically generating 6DoF data associated with an orientation and location of the display device within the 3D space. The 6DoF data is generated dynamically, in real time, by combining of 3DoF location information and 3DoF orientation information within a user-centered coordinate system. The 3DoF location information may be retrieved from depth maps acquired…
The technology described herein allows for a wearable display device, such as a head-mounted display, to be tracked within a 3D space by dynamically generating 6DoF data associated with an orientation and location of the display device within the 3D space. The 6DoF data is generated dynamically, in real time, by combining of 3DoF location information and 3DoF orientation information within a user-centered coordinate system. The 3DoF location information may be retrieved from depth maps acquired from a depth sensitive device, while the 3DoF orientation information may be received from the display device equipped with orientation and motion sensors. The dynamically generated 6DoF data can be used to provide 360-degree virtual reality simulation, which may be rendered and displayed on the wearable display device.
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Methods and Systems for Determining Location of Handheld Device within 3D Environment
Filed US 13/855,743
Projects
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NUITRACK. 3D Body & Skeletal Tracking Middleware (Kinect Replacement)
As co-founder of 3DiVi, I created and continue to lead the development of Nuitrack — the industry’s only truly cross-platform 3D skeletal tracking and gesture recognition SDK. Nuitrack delivers real-time, markerless full-body tracking, hand tracking, gesture recognition, and pose estimation that works with virtually any depth sensor (Intel RealSense, Orbbec Astra/Persee/Femto series, Kinect v1/v2/Azure, Structure Sensor, and more) and runs natively on Windows, Linux, Android, and…
As co-founder of 3DiVi, I created and continue to lead the development of Nuitrack — the industry’s only truly cross-platform 3D skeletal tracking and gesture recognition SDK. Nuitrack delivers real-time, markerless full-body tracking, hand tracking, gesture recognition, and pose estimation that works with virtually any depth sensor (Intel RealSense, Orbbec Astra/Persee/Femto series, Kinect v1/v2/Azure, Structure Sensor, and more) and runs natively on Windows, Linux, Android, and iOS.
Key capabilities & impact:
- Seamless integration with Unity, Unreal Engine 5 (official Marketplace plugin + MetaHuman animation support), C++, C#, Python, and TouchDesigner
- Ready-to-use solutions: virtual fitting room, hand-tracking UI, biomechanical CSV export for OpenSim/R/Matlab, and ready-made motion games
- Powers applications in gaming, fitness & sports, medical rehabilitation, interactive art, smart retail, robotics, and audience analytics — with thousands of commercial installations worldwide.
Nuitrack remains the go-to “Kinect replacement” for developers who need sensor-agnostic, production-ready body tracking without being locked into a single hardware vendor. The product continues to receive major accuracy and feature updates (latest major tracking improvements in 2026), and the SDK is publicly available on GitHub with full documentation and samples.
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