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12/20/2021
VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements
Automatically locating vulnerable statements in source code is crucial t...
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11/10/2021
Data-Driven AI Model Signal-Awareness Enhancement and Introspection
AI modeling for source code understanding tasks has been making signific...
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09/07/2021
Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation
Identifying vulnerable code is a precautionary measure to counter softwa...
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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...
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06/22/2020
Exploring Software Naturalness through Neural Language Models
The Software Naturalness hypothesis argues that programming languages ca...
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06/22/2020
Exploring Software Naturalness throughNeural Language Models
The Software Naturalness hypothesis argues that programming languages ca...
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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...
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09/23/2018