# Data Science and Security: Proceedings of IDSCS 2021

Page: https://stenobird.com/podcast/cybersecurity-summary-7040176/data-science-and-security-proceedings-of-idscs-2021
Text version: https://stenobird.com/podcast/cybersecurity-summary-7040176/data-science-and-security-proceedings-of-idscs-2021.md
Podcast: [CyberSecurity Summary](https://stenobird.com/podcast/cybersecurity-summary-7040176)
Published: 2026-05-15T06:00:02+00:00
Episode link: https://www.spreaker.com/episode/data-science-and-security-proceedings-of-idscs-2021--71444619
Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/71444619/sickle_cell_detection_and_semantic_summaries.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/cybersecurity-summary-7040176/episodes/data-science-and-security-proceedings-of-idscs-2021
Duration seconds: 1383

## Resource

A scholarly volume published within the Lecture Notes in Networks and Systems series. The primary focus of the text is the intersection of data science and computational security, highlighting how these fields drive socioeconomic growth and digital reliability. Included materials feature a preface and table of contents that list various research papers covering topics like deep learning, blockchain, and privacy-preserving machine learning. Furthermore, the sources provide a detailed look at a specific study on semantic text summarization, which utilizes domain-based ontology and advanced algorithms to extract relevant information from large datasets. Short biographies of the international editors are also provided, illustrating the collaborative, global nature of the research presented. Overall, the text serves as a comprehensive record of modern advancements in intelligent systems and secure data processing. You can listen and download our episodes for free on more than 10 different platforms: https://linktr.ee/cyber_security_summary Get the Book now from Amazon: https://www.amazon.com/-/es/Samiksha-Shukla/dp/9811644853?&linkCode=ll2&tag=cvthunderx-20&linkId=8e33b162e167fd65961f8cc832c8fd7d&language=en_US&ref_=as_li_ss_tl Discover our free courses in tech and cybersecurity, Start learning today: https://linktr.ee/cybercode_academy

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/cybersecurity-summary-7040176/episodes/data-science-and-security-proceedings-of-idscs-2021/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/cybersecurity-summary-7040176/data-science-and-security-proceedings-of-idscs-2021.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.