Leading Detection

Sedulo Search

Leading Detection: Where the world’s top fraud fighters talk shop. Hosted by Matt Brady, the industry’s leading fraud recruiter and founder of Sedulo Search, this is your front-row seat to the future of fraud prevention. Join us as we talk tech and tactics with leaders from BioCatch, Sardine, SEON, Sumsub, and more. We dive into: • War Stories: Hard lessons from the front lines. • The Tech Edge: Leveraging AI to stay ahead. • The Network: Strategies to disrupt fraud together. Subscribe for weekly drops. Let’s detect, disrupt, and do better.

  1. 1d ago

    The reality of AI and ML in fraud prevention

    In this episode, Eugeny Malyutin from SUMSUB discusses the realities and hype around AI and ML in fraud prevention, exploring how fraud tools have democratised, the current state of AI in fighting fraud, and best practices for deploying AI systems in regulated environments. Key Topics The democratisation of fraud tools and its implicationsCurrent state and future of AI and ML in fraud detectionBest practices for deploying AI in regulated environmentsThe role of human oversight in AI-driven fraud preventionChallenges and opportunities with generative AI and deepfakes Chapters 00:00 Introduction to the episode and guest 03:06 Hype versus reality in AI-driven fraud agents 08:00 Differences in applying ML in fraud versus other industries 12:04 Building a modern, multi-model fraud detection system 14:15 Speed of fraud evolution and detection challenges 15:12 Data versus models: what is more important? 16:22 Detecting new fraud patterns with data and AI 17:02 Automating data labeling and improving models 18:33 Balancing fraud detection and customer experience 21:46 From demo to production in regulated environments 22:17 Regulatory requirements for AI in fraud detection 23:19 The importance of infrastructure and continuous evaluation 24:11 What typically breaks when scaling AI systems 25:41 Reducing confidence errors in large language models 28:35 Generative AI's role in fraud detection and analysis 29:50 Using AI for document analysis and environment configuration 33:22 The hype around generative AI and its limitations 34:19 Hiring for AI and ML in fraud prevention 36:44 Onboarding new talent from other domains 38:20 Eugeny's outlook for AI in the second half of the year #AI #Cybersecurity #FraudDetection #Deepfakes #GenerativeAI

  2. Jul 28

    Fraud as a Product

    In this episode, Pedro Sanzovo shares his journey into fraud prevention, the evolving role of AI, and how data-driven strategies are shaping the future of anti-fraud technology. Discover insights on balancing AI advancements with fraud defence and the importance of curiosity in this dynamic field. Key topics Pedro's journey into fraud preventionThe role of open banking in fraud detectionAI advancements and challenges in fraud preventionData assets and their impact on fraud defenceThe future of fraud products and industry trends Chapters 00:00 Introduction and Pedro’s journey into fraud 02:04 Starting in AML and fraud prevention at Palantir 04:10 Founding a fraud prevention company in Brazil 06:05 Acquisition by Signified and role in fraud at checkout 07:46 Data infrastructure and the evolution of fraud detection 09:58 Open banking’s influence on fraud prevention 12:00 The importance of quality data and layered defences 13:51 Balancing AI advancements with fraud prevention challenges 15:48 Technologies like deepfakes and evolving fraud tactics 18:00 The ongoing battle against fraud and AI’s role 20:02 Leveraging AI to empower investigators and improve defences 21:57 Transforming fraud decisioning with sequential models 24:06 Change management and industry adoption of new tech 26:06 The future of fraud as a growth enabler 28:01 The blurring lines between fraud, credit, and marketing 29:57 Emerging trends: first-party fraud and industry evolution 32:05 Final thoughts and Pedro’s advice for aspiring fraud professionals #FraudPrevention #AIInFraud #DataDrivenSecurity #OpenBanking #FraudDetectionStrategies

About

Leading Detection: Where the world’s top fraud fighters talk shop. Hosted by Matt Brady, the industry’s leading fraud recruiter and founder of Sedulo Search, this is your front-row seat to the future of fraud prevention. Join us as we talk tech and tactics with leaders from BioCatch, Sardine, SEON, Sumsub, and more. We dive into: • War Stories: Hard lessons from the front lines. • The Tech Edge: Leveraging AI to stay ahead. • The Network: Strategies to disrupt fraud together. Subscribe for weekly drops. Let’s detect, disrupt, and do better.