no code implementations • 8 Feb 2023 • Hossein Hajipour, Keno Hassler, Thorsten Holz, Lea Schönherr, Mario Fritz
We evaluate the effectiveness of our approach by examining code language models in generating high-risk security weaknesses.
1 code implementation • 10 Oct 2022 • Hossein Hajipour, Ning Yu, Cristian-Alexandru Staicu, Mario Fritz
In this paper, we contribute the first systematic approach that simulates various OOD scenarios along different dimensions of source code data properties and study the fine-tuned model behaviors in such scenarios.
no code implementations • NeurIPS Workshop CAP 2020 • Hossein Hajipour, Apratim Bhattacharyya, Mario Fritz
Therefore, we propose a deep generative model to automatically correct programming errors by learning a distribution over potential fixes.
no code implementations • NeurIPS Workshop CAP 2020 • Hossein Hajipour, Mateusz Malinowski, Mario Fritz
In this work, we investigate the problem of revealing the functionality of a black-box agent.
no code implementations • 24 Jun 2019 • Hossein Hajipour, Apratim Bhattacharyya, Cristian-Alexandru Staicu, Mario Fritz
Therefore, we propose a generative model that learns a distribution over potential fixes.
Ranked #3 on Program Repair on DeepFix