aidotse/LeakPro
Feb 2026 – Feb 2026
1 Month active
Languages Used
Python
Technical Skills
AI IntegrationData AnalysisData PrivacyData VisualizationDeep LearningFederated Learning
Lucas Beerens
PROFILE
Lucas Beerens
Lucas Beerens developed a scalable Gradient Inversion Attack framework for the aidotse/LeakPro repository, focusing on federated learning security. He implemented core architecture and simulation infrastructure in Python and PyTorch, enabling orchestration of advanced attack methods such as See Through Gradients and multi-epoch label inference. His work introduced modular components for threat modeling and extensible strategies for loss and constraints, supporting future research and experimentation. Lucas also enhanced code quality by refactoring, removing redundancies, and improving documentation, which streamlined onboarding and reproducibility. The depth of his contributions reflects strong skills in AI integration, backend development, and optimization within machine learning systems.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
16Total
Bugs
0
Commits
16
Features
3
Lines of code
9,838
Activity Months1
Your Network
12 peopleWork History
February 2026
16 Commits • 3 Features
Feb 1, 2026February 2026 monthly summary for aidotse/LeakPro focused on delivering a scalable Gradient Inversion Attack (GIA) framework and expanding the attack surface for federated learning security, alongside code quality improvements and documentation enhancements.
16 Commits • 3 Features
Feb 1, 2026February 2026 monthly summary for aidotse/LeakPro focused on delivering a scalable Gradient Inversion Attack (GIA) framework and expanding the attack surface for federated learning security, alongside code quality improvements and documentation enhancements.
February 2026
Activity
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Quality Metrics
Correctness91.2%
Maintainability87.4%
Architecture92.6%
Performance86.2%
AI Usage36.2%
Skills & Technologies
Programming Languages
Python
Technical Skills
AI IntegrationData AnalysisData PrivacyData VisualizationDeep LearningFederated LearningImage ProcessingMachine LearningPyTorchPython DevelopmentPython ProgrammingPython programmingSoftware Developmentalgorithm designbackend development
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