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Jim Laredo

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

Jan 13, 2022
Yangruibo Ding, Sahil Suneja, Yunhui Zheng, Jim Laredo, Alessandro Morari, Gail Kaiser, Baishakhi Ray

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Data-Driven and SE-assisted AI Model Signal-Awareness Enhancement and Introspection

Nov 10, 2021
Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari

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Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation

Sep 07, 2021
Yufan Zhuang, Sahil Suneja, Veronika Thost, Giacomo Domeniconi, Alessandro Morari, Jim Laredo

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D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis

Feb 16, 2021
Yunhui Zheng, Saurabh Pujar, Burn Lewis, Luca Buratti, Edward Epstein, Bo Yang, Jim Laredo, Alessandro Morari, Zhong Su

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Probing Model Signal-Awareness via Prediction-Preserving Input Minimization

Nov 25, 2020
Yunhui Zheng, Sahil Suneja, Yufan Zhuang, Alessandro Morari, Jim Laredo

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Exploring Software Naturalness through Neural Language Models

Jun 24, 2020
Luca Buratti, Saurabh Pujar, Mihaela Bornea, Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi

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Exploring Software Naturalness throughNeural Language Models

Jun 22, 2020
Luca Buratti, Saurabh Pujar, Mihaela Bornea, Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi

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

Jun 15, 2020
Sahil Suneja, Yunhui Zheng, Yufan Zhuang, Jim Laredo, Alessandro Morari

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