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Good MLOps is good ML supply chain security

Chainguard Blog · published 25 July 2023

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https://www.chainguard.dev/
chainguard.dev
https://outerbounds.com/
outerbounds.com
Securing the machine learning supply chain Read at the source ↗
chainguard.dev
https://pytorch.org/blog/compromised-nightly-dependency/
pytorch.org
https://www.tensorflow.org/api_docs/python/tf/random/set_seed
tensorflow.org
https://outerbounds.com/docs/reproducible-ml/
outerbounds.com
https://docs.metaflow.org/v/r/metaflow/debugging
docs.metaflow.org
https://huggingface.co/docs/hub/security-pickle
huggingface.co
https://github.com/spdx/meetings
github.com
https://slsa.dev/
slsa.dev
https://www.techtarget.com/whatis/feature/SolarWinds-hack-explained-Everything-you-need-to-know
techtarget.com
https://www.nist.gov/itl/ai-risk-management-framework
nist.gov
https://github.com/ossf/tac/issues/175
github.com
https://docs.sigstore.dev/
docs.sigstore.dev
https://www.chainguard.dev
chainguard.dev
https://docs.outerbounds.com/engineering/operations/introduction/
docs.outerbounds.com
https://github.com/wolfi-dev
github.com
https://www.eventbrite.com/e/supply-chain-security-in-machine-learning-tickets-680422601317
eventbrite.com