# Signatures and Surprises: Inside the Emerging Threats Team Page: https://stenobird.com/podcast/discarded-tales-from-the-threat-research-trenches-5154469/signatures-and-surprises-inside-the-emerging-threats-team Text version: https://stenobird.com/podcast/discarded-tales-from-the-threat-research-trenches-5154469/signatures-and-surprises-inside-the-emerging-threats-team.md Podcast: [DISCARDED: Tales From the Threat Research Trenches](https://stenobird.com/podcast/discarded-tales-from-the-threat-research-trenches-5154469) Published: 2025-06-18T08:00:00+00:00 Episode link: https://www.buzzsprout.com/2445401/episodes/17356344-signatures-and-surprises-inside-the-emerging-threats-team.mp3 Audio file: https://www.buzzsprout.com/2445401/episodes/17356344-signatures-and-surprises-inside-the-emerging-threats-team.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/discarded-tales-from-the-threat-research-trenches-5154469/episodes/signatures-and-surprises-inside-the-emerging-threats-team Duration seconds: 2635 ## Resource Send us fan mail! Hello to all our Cyber Masked Vigilantes! In this episode of Discarded, host Selena Larson and co-host Tim Kromhardt are joined by James Emery-Callcott, a Security Researcher on Proofpoint’s Emerging Threats team, for an insider’s look at the technical, tactical, and collaborative forces shaping modern network detection. James takes us behind the curtain of rule writing, CVE coverage, and malware detection, breaking down how signatures are developed, validated, and d... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/discarded-tales-from-the-threat-research-trenches-5154469/episodes/signatures-and-surprises-inside-the-emerging-threats-team/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/discarded-tales-from-the-threat-research-trenches-5154469/signatures-and-surprises-inside-the-emerging-threats-team.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.