Search Results for author: Noble Saji Mathews

Found 3 papers, 1 papers with code

Test-Driven Development for Code Generation

no code implementations21 Feb 2024 Noble Saji Mathews, Meiyappan Nagappan

However, in the past, there have been several studies that have shown the value of test-driven development (TDD) where humans write tests based on problem statements before the code for the functionality is written.

Code Generation

LLbezpeky: Leveraging Large Language Models for Vulnerability Detection

no code implementations2 Jan 2024 Noble Saji Mathews, Yelizaveta Brus, Yousra Aafer, Meiyappan Nagappan, Shane McIntosh

Despite the continued research and progress in building secure systems, Android applications continue to be ridden with vulnerabilities, necessitating effective detection methods.

Feature Engineering Vulnerability Detection

COMEX: A Tool for Generating Customized Source Code Representations

1 code implementation10 Jul 2023 Debeshee Das, Noble Saji Mathews, Alex Mathai, Srikanth Tamilselvam, Kranthi Sedamaki, Sridhar Chimalakonda, Atul Kumar

To overcome this barrier, we propose our tool COMEX - a framework that allows researchers and developers to create and combine multiple code-views which can be used by machine learning (ML) models for various SE tasks.

Representation Learning

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