Digital Fingerprinting 2.0 Pipelines #315
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efajardo-nv
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mdemoret-nv
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Sep 13, 2022
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- Update existing HAMMAH pipeline to [new DFP 2.0 requirements](#208). - Add source stages for Azure and Duo. - Add Azure and Duo DFP pipelines to Morpheus CLI. - Example on how to run CloudTrail DFP pipeline using Python API. - Add options to save trained user models to file and load later for inference-only workflow. - Make AE source stages extensible to allow for deriving new features. - Derived features for Azure and Duo logs. See #207 - Option to use generic model for user who don't have enough training data - Add README with information about environment setup and running DFP pipelines. - ~Update `dfencoder` dependency to [new branch](https://github.com/efajardo-nv/dfencoder/tree/morpheus-22.08) which includes breaking changes.~ Updated `dfencoder` branch to not break current/previous Morpheus versions. Can now be merged into `nv-updates`. - Update HAMMAH validation scripts Closes #207 Closes #208 Closes #339 Authors: - Eli Fajardo (https://github.com/efajardo-nv) - Michael Demoret (https://github.com/mdemoret-nv) Approvers: - https://github.com/gbatmaz - Michael Demoret (https://github.com/mdemoret-nv) URL: #315
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This builds off of PR #315 Still a work in progress. Closes #340 Closes #341 Closes #342 Closes #210 Authors: - Michael Demoret (https://github.com/mdemoret-nv) - David Gardner (https://github.com/dagardner-nv) Approvers: - David Gardner (https://github.com/dagardner-nv) URL: #352
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UpdateUpdateddfencoderdependency to new branch which includes breaking changes.dfencoderbranch to not break current/previous Morpheus versions. Can now be merged intonv-updates.Closes #207
Closes #208
Closes #339