code

Open-source code from my research and academic projects.

Research

sok_gias_fl

Code for SoK: Gradient Inversion Attacks in Federated Learning — USENIX Security '25.

Python
detectability_agia_fl

Code for On the Detectability of Active Gradient Inversion Attacks in Federated Learning — IEEE S&P '26.

Python
guide

Code for GUIDE: Enhancing Gradient Inversion Attacks in Federated Learning with Denoising Models — arXiv 2025.

Python
code_analysis

Dataset for Evaluating Large Language Models for Vulnerability Detection under Realistic Conditions — ARES '25.

Jupyter Notebook

Master’s Projects

ml_pentest

Framework for evaluating the robustness of malware detection systems against adversarial attacks. Developed as part of the Master's thesis.

Python
TheRandomOracles_E-Voting

Prototypical implementation of a blockchain-based e-voting system. Course project.

Java
AirMouse

Wearable air mouse using accelerometers to interpret hand gestures as computer inputs. Embedded Systems course project.

C
team13-StackBasedCalculator

Stack-based calculator with support for variables and user-defined operations. Software Engineering course project.

Java