Episode
Fraud Detection in the AI Era // Rafael Sandroni // #301
- Podcast
- MLOps.community
- Published
- Apr 1, 2025
- Duration seconds
- 2479
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Summary
Building Trust Through Technology: Responsible AI in Practice // MLOps Podcast #301 with Rafael Sandroni, Founder and CEO of GardionAI. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // Abstract Rafael Sandroni shares key insights on securing AI systems, tackling fraud, and implementing robust guardrails. From prompt injection attacks to AI-driven fraud detection, we explore the challenges and best practices for building safer AI. // Bio Entrepreneur and problem solver. // Related Links GardionAI LinkedIn: https://www.linkedin.com/company/guardionai/ ~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~ Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore Join our Slack community [ https://go.mlops.community/slack ] Follow us on X/Twitter [ @mlopscommunity ]( https://x.com/mlopscommunity ) or [LinkedIn](https://go.mlops.community/linkedin)] Sign up for the next meetup: [ https://go.mlops.community/register ] MLOps Swag/Merch: [ https://shop.mlops.community/ ] Connect with Demetrios on LinkedIn: /dpbrinkm Connect with Rafael on LinkedIn: /rafaelsandroni Timestamps: [00:00] Rafael's preferred coffee [00:16] Takeaways [01:03] AI Assistant Best Practices [03:48] Siri vs In-App AI [08:44] AI Security Exploration [11:55] Zero Trust for LLMS [18:02] Indirect Prompt Injection Risks [22:42] WhatsApp Banking Risks [26:27] Traditional vs New Age Fraud [29:12] AI Fraud Mitigation Patterns [32:50] Agent Access Control Risks [34:31] Red Teaming and Pentesting [39:40] Data Security Paradox[ 40:48] Wrap up