Publications

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MTFuzz: Fuzzing with a Multi-Task Neural Network

By

She, Dongdong; Krishna, Rahul; Yan, Lu; Jana, Suman; Ray, Baishakhi;

FSE

PrePrint

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Pythia: Grammar-Based Fuzzing of REST APIs with Coverage-guided Feedback and Learning-based Mutations

By

Atlidakis, Vaggelis; Geambasu, Roxana; Godefroid, Patrice; Polishchuk, Marina; Ray, Baishakhi;

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A Transformer-based Approach for Source Code Summarization

By

Ahmad, Wasi Uddin; Chakraborty, Saikat; Ray, Baishakhi; Chang, Kai-Wei;

ACL

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An Empirical Study on the Use and Misuse of Java 8 Streams.

By

Khatchadourian, Raffi; Tang, Yiming; Bagherzadeh, Mehdi; Ray, Baishakhi;

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Multitask Learning Strengthens Adversarial Robustness

By

Mao, Chengzhi; Gupta, Amogh; Nitin, Vikram; Ray, Baishakhi; Song, Shuran; Yang, Junfeng; Vondrick, Carl;

2020

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Neutaint: Efficient dynamic taint analysis with neural networks

By

She, Dongdong; Chen, Yizheng; Shah, Abhishek; Ray, Baishakhi; Jana, Suman;

S&P (Oakland)

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Testing DNN Image Classifiers for Confusion & Bias Errors

By

Tian, Yuchi; Zhong, Ziyuan; Ordonez, Vicente; Kaiser, Gail; Ray, Baishakhi;

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ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance

By

Krishna, Rahul; Tang, Chong; Sullivan, Kevin; Ray, Baishakhi;

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Unrestricted Adversarial Attacks For Semantic Segmentation

By

Shen, Guangyu; Mao, Chengzhi; Yang, Junfeng; Ray, Baishakhi;

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Cross-project code clones in GitHub

By

Gharehyazie, Mohammad; Ray, Baishakhi; Keshani, Mehdi; Zavosht, Masoumeh Soleimani; Heydarnoori, Abbas; Filkov, Vladimir;

MSR

Columbia University

New York City, NY 10027, USA