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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

* Submitted June 2020 

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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

* Accepted to the 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP '21) 

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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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