9 citations · 9 across the 3 of their papers we have counts for
3 papers · 1 filter
Revisiting the Performance of Deep Learning-Based Vulnerability Detection on Realistic Datasets
Partha Chakraborty, Krishna Kanth Arumugam, Mahmoud Alfadel +2
The impact of software vulnerabilities on everyday software systems is significant. Despite deep learning models being proposed for vulnerability detection, their reliability is qu…
BLAZE: Cross-Language and Cross-Project Bug Localization via Dynamic Chunking and Hard Example Learning
Partha Chakraborty, Mahmoud Alfadel, Meiyappan Nagappan
Software bugs require developers to exert significant effort to identify and resolve them, often consuming about one-third of their time. Bug localization, the process of pinpointi…
Aligning Programming Language and Natural Language: Exploring Design Choices in Multi-Modal Transformer-Based Embedding for Bug Localization
Partha Chakraborty, Venkatraman Arumugam, Meiyappan Nagappan
Bug localization refers to the identification of source code files which is in a programming language and also responsible for the unexpected behavior of software using the bug rep…