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
Hevar developed a modular model inversion attack framework for the LeakPro repository, establishing extensible interfaces and a factory pattern to support rapid prototyping of new attack strategies. Over two months, Hevar delivered core scaffolding for end-to-end experiments, integrated evaluation tooling, and implemented robust workflows for attack preparation and model training. The work involved extensive use of Python and PyTorch, with a focus on backend development, code quality, and maintainability. Hevar addressed both feature development and bug fixing, refactoring key components and enhancing configuration management, resulting in a reliable, reproducible platform for adversarial attack research and security benchmarking.
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
33 people
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
Overview of all repositories you've contributed to across your timeline