~/talk

SPDX: Tackling System Risk in Modern Supply Chains

Talkat PyTorch Conference 2025 · 2025-10-22..10-23· [security, open-source]
links:none on file
slides:none on file

SPDX 3.0 encodes software, models, datasets and hardware as linked artifacts so system-level risk can be reasoned about using a knowledge graph. The talk gives concrete numbers: about 60% of models and 70% of datasets are undocumented, motivating mandatory provenance and dataset composition fields. Profiles (AI, data, security, software) and a maintained SPDX 3.0 model library let tools emit interoperable BOMs (SBOM/AIBOM/DBOM/HBOM); 3.1 adds foundation-model lifecycle fields, but production tooling is still emerging.

AI-written summary · about

  1. 0:00SPDX and supply chain risks
  2. 4:55SPDX for AI and data security
  3. 7:24SPDX 3.0 profiles and graphs
  4. 10:37AI and data profile in SPDX 3.0
  5. 16:21Regulatory compliance and SPDX future
  6. 19:35SPDX 3.1 timeline and projects
  7. 22:25Call to action and community
  8. 24:33Q&A on AI agents and CycloneDX
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