Initial Commit from UMBC Server#1

Merged

GreenWinters merged 85 commits intomainfrom

TIE-83-jupyter-instructions

Nov 24, 2025

Commits on Oct 12, 2023

Initial commit
mehaase
committed

Commits on Feb 9, 2024

initial data processing
Turner
committed

Commits on Feb 13, 2024

Commits on Feb 14, 2024

initial model
Turner
committed

Commits on Feb 15, 2024

Add python project template to this repo
mehaase
committed
initial model
Turner
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Merge branch 'main' into matt/initial-model
Turner
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update structure and dependencies
Turner
committed

Commits on Feb 19, 2024

Commits on Feb 20, 2024

transition to tensorflow 2.0
Turner
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lint keras
Turner
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Commits on Feb 21, 2024

get predictions
Turner
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Commits on Feb 23, 2024

refactor data class
Turner
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Commits on Feb 29, 2024

visualize predictions
Turner
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Commits on Mar 4, 2024

add regularization
Turner
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Commits on Mar 5, 2024

Commits on Mar 7, 2024

added MITRE ATT&CK Campaigns and fixed references structure for Vectr Data
jlasky2
committed

Commits on Mar 11, 2024

Merge pull request #6 from center-for-threat-informed-defense/update_dataset
rossj-en
authored

Commits on Mar 12, 2024

updated dataset with TIE changes and added OpenCTI data
jlasky2
committed

Commits on Mar 14, 2024

removed non-enterprise technique IDs from dataset
jlasky2
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Commits on Mar 18, 2024

Updated dataset with TIE changes and added OpenCTI data (#8)
jlasky2
authored

Commits on Mar 20, 2024

Matt/t sne visualizations and output (#7)

mturner-ml
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Turner
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update to new dataset format (#10)

mturner-ml
and
Turner
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Commits on Mar 22, 2024

updated dataset with more OpenCTI reports and removed duplicate entries
jlasky2
committed

Commits on Apr 2, 2024

Commits on Apr 7, 2024

Matt/predict unseen reports (#12)

mturner-ml
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Turner
authored

Commits on Apr 9, 2024

add back tsne (#13)

mturner-ml
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Turner
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add readme for using notebook (#14)

mturner-ml
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Turner
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Commits on Apr 23, 2024

added negative ttps set for tram data only
jlasky2
committed

Commits on Apr 30, 2024

Commits on May 6, 2024

Merge pull request #16 from center-for-threat-informed-defense/add-data-collection-script
jlasky2
authored

Commits on May 10, 2024

Matt/bayesian personalized ranking (#17)

mturner-ml
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Turner
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Matt/evaluation metrics (#18)

mturner-ml
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Turner
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Matt/wals (#19)

mturner-ml
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Turner
authored

Commits on May 31, 2024

Matt/implicit bpr recommender (#20)

mturner-ml
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Turner
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Commits on Jun 10, 2024

Matt/wals in house implementation (#21)

mturner-ml
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Turner
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Commits on Jun 11, 2024

add necessary requirements (#22)

mturner-ml
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Turner
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export U and V with ids (#23)

mturner-ml
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Turner
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Commits on Jun 13, 2024

speed up bpr performance by sampling once (#24)

mturner-ml
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Turner
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Commits on Jun 20, 2024

Matt/test multiple embedding dimensions (#26)

mturner-ml
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Turner
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Commits on Jul 3, 2024

implement top techniques recommender (#27)

mturner-ml
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Turner
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Commits on Jul 5, 2024

added dataset with parent only att&ck techniques (#28)
jlasky2
authored

Commits on Jul 11, 2024

Matt/dot product prediction (#29)

mturner-ml
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Turner
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create command line interface (#31)

mturner-ml
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Turner
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resolve saving incomplete rep
Turner
committed

Commits on Jul 12, 2024

Merge pull request #32 from center-for-threat-informed-defense/matt/fix-top-techniques-checkrep-2
mikecarenzo
authored

Commits on Jul 17, 2024

Matt/fix recall (#33)

mturner-ml
and
Turner
authored
Initial Website Implementation (#25)
mikecarenzo
authored

Commits on Jul 19, 2024

Commits on Jul 30, 2024

Commits on Aug 21, 2024

include technique ids
mikecarenzo
committed

Commits on Sep 6, 2024

Commits on Sep 7, 2024

Commits on Feb 17, 2025

Commits on Mar 19, 2025

Build fix - set production URL prefix correctly
mehaase
committed

Commits on Nov 24, 2025

Your commit message
Bahirah Adewunmi
committed
Merge branch 'main' of github.com:GreenWinters/PyTIE into TIE-83-jupyter-instructions
Bahirah Adewunmi
committed