2 papers
cs.SE2025
Towards Privacy-Preserving Code Generation: Differentially Private Code Language Models
Melih Catal, Pooja Rani, Harald C. Gall
Large language models specialized for code (CodeLLMs) have demonstrated remarkable capabilities in generating code snippets, documentation, and test cases. However, despite their p…
cs.CV2024
AdvSecureNet: A Python Toolkit for Adversarial Machine Learning
Melih Catal, Manuel Günther
Machine learning models are vulnerable to adversarial attacks. Several tools have been developed to research these vulnerabilities, but they often lack comprehensive features and f…