Skip to content
Navigation Menu
Toggle navigation
Sign in
Appearance settings
Platform
AI CODE CREATION
GitHub Copilot
Write better code with AI
GitHub Copilot app
Direct agents from issue to merge
MCP Registry
Integrate external tools
DEVELOPER WORKFLOWS
Actions
Automate any workflow
Codespaces
Instant dev environments
Issues
Plan and track work
Code Review
Manage code changes
Code Quality
Enforce quality at merge
APPLICATION SECURITY
GitHub Advanced Security
Find and fix vulnerabilities
Code security
Secure your code as you build
Secret protection
Stop leaks before they start
EXPLORE
Why GitHub
Documentation
Blog
Changelog
Marketplace
View all features
Solutions
BY COMPANY SIZE
Enterprises
Small and medium teams
Startups
Nonprofits
BY USE CASE
App Modernization
DevSecOps
DevOps
CI/CD
View all use cases
BY INDUSTRY
Healthcare
Financial services
Manufacturing
Government
View all industries
View all solutions
Resources
EXPLORE BY TOPIC
AI
Software Development
DevOps
Security
View all topics
EXPLORE BY TYPE
Customer stories
Events & webinars
Ebooks & reports
Business insights
GitHub Skills
SUPPORT & SERVICES
Documentation
Customer support
Community forum
Trust center
Partners
View all resources
Open Source
COMMUNITY
GitHub Sponsors
Fund open source developers
PROGRAMS
Security Lab
Maintainer Community
Accelerator
GitHub Stars
Archive Program
REPOSITORIES
Topics
Trending
Collections
Enterprise
ENTERPRISE SOLUTIONS
Enterprise platform
AI-powered developer platform
AVAILABLE ADD-ONS
GitHub Advanced Security
Enterprise-grade security features
Copilot for Business
Enterprise-grade AI features
Premium Support
Enterprise-grade 24/7 support
Pricing
Search or jump to...
Search code, repositories, users, issues, pull requests...
Search syntax tips
Provide feedback
Saved searches
Use saved searches to filter your results more quickly
Sign in
Sign up
Appearance settings
Resetting focus
You signed in with another tab or window.
Reload
to refresh your session.
You signed out in another tab or window.
Reload
to refresh your session.
You switched accounts on another tab or window.
Reload
to refresh your session.
Dismiss alert
{{ message }}
Uh oh!
There was an error while loading.
Please reload this page
.
vulnerability-lookup
/
VulnTrain
Public
Notifications
You must be signed in to change notification settings
Fork
4
Star
37
Code
Issues
3
Pull requests
0
Actions
Projects
Security and quality
0
Insights
Additional navigation options
Code
Issues
Pull requests
Actions
Projects
Security and quality
Insights
Commits
Branch selector
main
User selector
All users
All time
Commit history
Commits on Jul 29, 2026
chg: [doc] Cite the new ATT&CK mapping paper (arXiv:2607.25572) in the README
Show description for 1fb1ccf
cedricbonhomme
and
claude
committed
1fb1ccf
Copy full SHA for 1fb1ccf
Commits on Jul 24, 2026
chg: [repo] Remove misplaced arXiv-tarball ignore rule
Show description for 28710e9
cedricbonhomme
and
claude
committed
28710e9
Copy full SHA for 28710e9
Commits on Jul 23, 2026
chg: [dependencies] Updated dependencies.
cedricbonhomme
committed
df25042
Copy full SHA for df25042
chg: [repo] Ignore the generated arXiv upload tarball
cedricbonhomme
committed
9fcea0f
Copy full SHA for 9fcea0f
Commits on Jul 22, 2026
chg: [dependencies] Updated dependencies.
cedricbonhomme
committed
56d1c80
Copy full SHA for 56d1c80
Commits on Jul 17, 2026
chg: [doc] Record DOIs for the published datasets and checkpoints
cedricbonhomme
committed
9061915
Copy full SHA for 9061915
chg: [doc] Single-CVE inference example; published checkpoint inventory
cedricbonhomme
committed
4bbcd36
Copy full SHA for 4bbcd36
new: [validators] Single-CVE inference CLI for the ATT&CK classifier
Show description for d64f772
cedricbonhomme
committed
d64f772
Copy full SHA for d64f772
chg: [doc] ModernBERT robustness check: expansion verdict replicates on a second encoder
cedricbonhomme
committed
d8e78e7
Copy full SHA for d8e78e7
Commits on Jul 16, 2026
chg: [doc] Gold-size scaling curve: monotonic gains from curated rows, protocol warning
Show description for 73aa040
cedricbonhomme
committed
73aa040
Copy full SHA for 73aa040
fix: [trainers] Freeze the label vocabulary under --train-fraction
Show description for 7130080
cedricbonhomme
committed
7130080
Copy full SHA for 7130080
chg: [doc] Corrected-protocol contrast confirms the null expansion verdict
Show description for 9894ae7
cedricbonhomme
committed
9894ae7
Copy full SHA for 9894ae7
new: [trainers] Add --train-fraction for a gold-size scaling curve
Show description for b44dda7
cedricbonhomme
committed
b44dda7
Copy full SHA for b44dda7
chg: [doc] Record the corrected-protocol numbers of record for the gold-only model
Show description for 3dc3d78
cedricbonhomme
committed
3dc3d78
Copy full SHA for 3dc3d78
fix: [trainers] Refuse --deterministic with multiple GPUs (DataParallel deadlock)
Show description for 341b3f7
cedricbonhomme
and
claude
committed
341b3f7
Copy full SHA for 341b3f7
chg: [doc] Record the --deterministic slowdown; drop it from the record protocol
cedricbonhomme
committed
2888ee8
Copy full SHA for 2888ee8
chg: [trainers] Warn about the --deterministic slowdown in the help text
Show description for 8ebd267
cedricbonhomme
and
claude
committed
8ebd267
Copy full SHA for 8ebd267
Commits on Jul 15, 2026
chg: [doc] Final expansion verdict: no reliable gain at any size; evaluation-noise mechanism and protocol fix
cedricbonhomme
committed
5f8c4fd
Copy full SHA for 5f8c4fd
new: [trainers] Add --val-split checkpoint selection and --deterministic mode
Show description for 0c1ebda
cedricbonhomme
committed
0c1ebda
Copy full SHA for 0c1ebda
chg: [doc] Record the 984-CVE scaling labeling batch and GPU hardware
cedricbonhomme
committed
1973b9b
Copy full SHA for 1973b9b
Commits on Jul 14, 2026
new: [trainers] Add --extra-max-rows to cap folded-in LLM rows
Show description for 5eec1aa
cedricbonhomme
committed
5eec1aa
Copy full SHA for 5eec1aa
chg: [doc] Correct the expansion verdict with the multi-seed result
Show description for bbdc4c5
cedricbonhomme
committed
bbdc4c5
Copy full SHA for bbdc4c5
chg: [repo] Ignore papers/ draft folder until formal publication
cedricbonhomme
committed
f94ceb7
Copy full SHA for f94ceb7
new: [trainers] Add --seed to the ATT&CK trainer for variance measurement
Show description for 9275bec
cedricbonhomme
committed
9275bec
Copy full SHA for 9275bec
chg: [doc] Record the pilot verdict: LLM expansion at 0.39 agreement slightly degrades the classifier
Show description for b562ad4
cedricbonhomme
committed
b562ad4
Copy full SHA for b562ad4
Commits on Jul 13, 2026
chg: [doc] Document the gold+LLM union retrain and the running pilot experiment
Show description for d155540
cedricbonhomme
committed
d155540
Copy full SHA for d155540
new: [trainers] Add --extra-dataset-id to fold LLM rows into train only
Show description for 0d69464
cedricbonhomme
committed
0d69464
Copy full SHA for 0d69464
chg: [doc] Record the full-split ATT&CK LLM agreement (122B: 0.392, not 0.465)
Show description for a112d4b
cedricbonhomme
committed
a112d4b
Copy full SHA for a112d4b
chg: [doc] Document the LLM model-selection benchmark for ATT&CK expansion
Show description for 9369f31
cedricbonhomme
committed
9369f31
Copy full SHA for 9369f31
chg: [datasets] Improve LLM label recall: assertive prompt + two-step --reason
Show description for f2264fd
cedricbonhomme
committed
f2264fd
Copy full SHA for f2264fd
chg: [doc] Add a Mermaid workflow diagram of the ATT&CK pipeline
Show description for cda93fe
cedricbonhomme
committed
cda93fe
Copy full SHA for cda93fe
chg: [datasets] Record the labeling model in the expanded dataset's name and card
Show description for 24b83ed
cedricbonhomme
committed
24b83ed
Copy full SHA for 24b83ed
fix: [datasets] Fail fast with a clear message on Ollama 4xx errors
Show description for 7acd30c
cedricbonhomme
committed
7acd30c
Copy full SHA for 7acd30c
new: [datasets] Add local Ollama backend to the ATT&CK LLM labeler (ref #6)
Show description for c9470af
cedricbonhomme
committed
c9470af
Copy full SHA for c9470af
chg: [doc] Review and tighten the ATT&CK workflow documentation
Show description for 682fc3c
cedricbonhomme
committed
682fc3c
Copy full SHA for 682fc3c
Previous
Next
You can’t perform that action at this time.
