aidotse/LeakPro
Jan 2025 – Feb 2025
2 Months active
Languages Used
PythonC++JSONJupyter NotebookYAML
Technical Skills
API DesignObject-Oriented ProgrammingSoftware ArchitectureAdversarial AttacksAttack ImplementationBackend Development
Hevaroo
PROFILE
Hevaroo
Contributed to the LeakPro repository by building a modular framework for model inversion attacks, establishing abstract interfaces and a factory pattern to support extensible attack strategies. Focused on backend development and software architecture, the work emphasized maintainability and rapid prototyping, using Python and PyTorch to implement core attack logic and evaluation tooling. Enhanced experiment reproducibility through robust configuration management and code quality improvements, including extensive refactoring, linting, and CI/CD integration. Delivered features such as the ImageMetrics evaluation framework and streamlined data handling, while resolving bugs related to input processing and model training, resulting in a reliable foundation for adversarial attack research.
Overall Statistics
Feature vs Bugs
52%Features
Repository Contributions
49Total
Bugs
15
Commits
49
Features
16
Lines of code
8,057
Activity Months2
Your Network
38 peopleShared Repositories
14
Daniel NilssonMember
Daniel NilssonMember
TheColdIceMember
fazelehhMember
Guillermo PadresMember
henrikfoMember
Lucas BeerensMember
mattiasakessonMember
MuhaddisabaratMember
Work History
February 2025
48 Commits • 15 Features
Feb 1, 2025February 2025—aidotse/LeakPro: Focused on end-to-end experiment readiness, reliability, and maintainability. Delivered core MinV scaffolding, strengthened PLGMI workflows, advanced evaluation tooling, and completed significant refactors and quality improvements to support rapid iteration and reproducibility.
48 Commits • 15 Features
Feb 1, 2025February 2025—aidotse/LeakPro: Focused on end-to-end experiment readiness, reliability, and maintainability. Delivered core MinV scaffolding, strengthened PLGMI workflows, advanced evaluation tooling, and completed significant refactors and quality improvements to support rapid iteration and reproducibility.
February 2025
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025 focuses on laying the foundation for model inversion attack testing in the LeakPro project. A new, modular framework establishes the essential interfaces and extension points needed to prototype and manage model inversion attack strategies, setting the stage for security benchmarking and risk assessment.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025 focuses on laying the foundation for model inversion attack testing in the LeakPro project. A new, modular framework establishes the essential interfaces and extension points needed to prototype and manage model inversion attack strategies, setting the stage for security benchmarking and risk assessment.
Activity
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Quality Metrics
Correctness83.4%
Maintainability84.8%
Architecture82.0%
Performance70.6%
AI Usage23.4%
Skills & Technologies
Programming Languages
C++JSONJupyter NotebookPythonYAML
Technical Skills
API DesignAdversarial AttacksAttack ImplementationBackend DevelopmentBug FixingCI/CDCode CleanupCode FormattingCode LintingCode QualityCode RefactoringCode ReversionCode ReviewComputer VisionConfiguration Management
Repositories Contributed To
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