Search Results for author:
Found 3 papers, 2 papers with code
SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models
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.
SampleFix: Learning to Generate Functionally Diverse Fixes
Therefore, we propose a generative model that learns a distribution over potential fixes.
Ranked #3 on
Program Repair
on DeepFix
Small World with High Risks: A Study of Security Threats in the npm Ecosystem
Studying the potential for running vulnerable or malicious code due to third-party dependencies, we find that individual packages could impact large parts of the entire ecosystem.
Cryptography and Security
