Sahil Suneja | DeepAI

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∙ 05/02/2023

Automated Code generation for Information Technology Tasks in YAML through Large Language Models

The recent improvement in code generation capabilities due to the use of...

0 Saurabh Pujar, et al. ∙

∙ 12/20/2021

VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements

Automatically locating vulnerable statements in source code is crucial t...

0 Yangruibo Ding, et al. ∙

∙ 11/10/2021

Data-Driven AI Model Signal-Awareness Enhancement and Introspection

AI modeling for source code understanding tasks has been making signific...

0 Sahil Suneja, et al. ∙

∙ 09/07/2021

Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation

Identifying vulnerable code is a precautionary measure to counter softwa...

0 Yufan Zhuang, et al. ∙

∙ 11/25/2020

Probing Model Signal-Awareness via Prediction-Preserving Input Minimization

This work explores the signal awareness of AI models for source code und...

0 Yunhui Zheng, et al. ∙

∙ 06/15/2020

Learning to map source code to software vulnerability using code-as-a-graph

We explore the applicability of Graph Neural Networks in learning the nu...

0 Sahil Suneja, et al. ∙

∙ 05/20/2019

Secure Extensibility for System State Extraction via Plugin Sandboxing

We introduce a new mechanism to securely extend systems data collection ...

0 Sahil Suneja, et al. ∙

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