{"podcast":{"title":"MLOps.community","slug":"mlops-community","podcast_index_feed_id":28679,"rss_url":"https://anchor.fm/s/174cb1b8/podcast/rss","website_url":"https://mlops.community","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/production/podcast_uploaded_nologo/3809022/3809022-1612190855115-e91f8b881173f.jpg","author":"Demetrios","episode_count":516,"summary":"Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)","last_synced_at":null,"page_url":"https://stenobird.com/podcast/mlops-community"},"episode":{"title":"Fraud Detection in the AI Era // Rafael Sandroni // #301","slug":"fraud-detection-in-the-ai-era-rafael-sandroni-301","published_at":"2025-04-01T18:17:30+00:00","page_url":"https://stenobird.com/podcast/mlops-community/fraud-detection-in-the-ai-era-rafael-sandroni-301","show_page_url":"https://stenobird.com/podcast/mlops-community","url":"https://podcasters.spotify.com/pod/show/mlops/episodes/Fraud-Detection-in-the-AI-Era--Rafael-Sandroni--301-e30vh63","audio_url":"https://anchor.fm/s/174cb1b8/podcast/play/100696707/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-3-1%2F397640992-44100-2-e337db71efeb3.mp3","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","meta_description":"Building Trust Through Technology: Responsible AI in Practice // MLOps Podcast #301 with Rafael Sandroni, Founder and CEO of GardionAI. Join the Community…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2479,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/mlops-community/episodes/fraud-detection-in-the-ai-era-rafael-sandroni-301/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/mlops-community/fraud-detection-in-the-ai-era-rafael-sandroni-301.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}