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Slips: A Machine-Learning Based, Free-Software, Network Intrusion Prevention System

Black Hat 2021 (research dataset; edition scope unverified) · 2021

Presenter: Sebastian Garcia · Kamila Babayeva

Attributed source ↗ · Plaintext record

CC-BY research dataset. Title: source supplied. Credit: source supplied. Delivery: Not independently verified.

Source date value: 2021-08-05. This is retained as source metadata; recording dates or placeholder timestamps do not establish a session’s actual date.

Rights: Metadata and source links only; abstracts, biographies, transcripts and media not republished

Research dataset: Lukas Walter, Clemens Sauerwein, Daniel Woods, InfoSec.pptx, https://doi.org/10.5281/zenodo.15989593, CC BY 4.0 https://creativecommons.org/licenses/by/4.0/. Changes: metadata extraction, exact-match reconciliation and uncertainty flags. No endorsement implied.

Inspect structured metadata and provenance
{
  "id": "research-talk-3b4098c6b9538b64",
  "title": "Slips: A Machine-Learning Based, Free-Software, Network Intrusion Prevention System",
  "presenters": [
    "Sebastian Garcia",
    "Kamila Babayeva"
  ],
  "event": "Black Hat 2021 (research dataset; edition scope unverified)",
  "year": "2021",
  "source_url": "https://doi.org/10.5281/zenodo.15989593",
  "source_kind": "CC-BY research dataset",
  "source_file": "speaker_infosec.csv",
  "rights": "Metadata and source links only; abstracts, biographies, transcripts and media not republished",
  "delivery_status": "Not independently verified",
  "title_status": "source supplied",
  "presenter_status": "source supplied",
  "media": [

  ],
  "provenance": [
    {
      "raw_title": "Slips: A Machine-Learning Based, Free-Software, Network Intrusion Prevention System",
      "raw_agenda": "05.08.2021",
      "date_conflict": false,
      "url": "https://doi.org/10.5281/zenodo.15989593",
      "file": "speaker_infosec.csv",
      "rows": [
        2091,
        2092
      ],
      "sha256": "e47480bc376a20292a4f6fd990be7b687f43ff0bfb861267c5533cebf3114d46",
      "attribution": "Lukas Walter, Clemens Sauerwein, Daniel Woods; InfoSec.pptx dataset; CC-BY-4.0; extracted metadata, omitted abstracts and automated classifications",
      "license": "https://creativecommons.org/licenses/by/4.0/"
    }
  ],
  "raw_agenda": "05.08.2021",
  "date_conflict": false,
  "date": "2021-08-05",
  "duration_minutes": "60",
  "source_conference_label": "Blackhat21",
  "deduplication_note": "No exact same-edition normalized-title match; fuzzy duplicates require review"
}

Coverage and source gaps

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