Articles with public access mandates - Baishakhi RayLearn more
Available somewhere: 43
Deeptest: Automated testing of deep-neural-network-driven autonomous cars
Y Tian, K Pei, S Jana, B Ray
Proceedings of the 40th international conference on software engineering …, 2018
Mandates: US National Science Foundation, US Department of Defense
Deep learning based vulnerability detection: Are we there yet?
S Chakraborty, R Krishna, Y Ding, B Ray
IEEE Transactions on Software Engineering 48 (9), 3280-3296, 2021
Mandates: US National Science Foundation
On the" naturalness" of buggy code
B Ray, V Hellendoorn, S Godhane, Z Tu, A Bacchelli, P Devanbu
Proceedings of the 38th International Conference on Software Engineering …, 2016
Mandates: US National Science Foundation
Using frankencerts for automated adversarial testing of certificate validation in SSL/TLS implementations
C Brubaker, S Jana, B Ray, S Khurshid, V Shmatikov
2014 IEEE Symposium on Security and Privacy, 114-129, 2014
Mandates: US National Institutes of Health
Neuzz: Efficient fuzzing with neural program smoothing
D She, K Pei, D Epstein, J Yang, B Ray, S Jana
2019 IEEE Symposium on Security and Privacy (SP), 803-817, 2019
Mandates: US National Science Foundation, US Department of Defense
Metric learning for adversarial robustness
C Mao, Z Zhong, J Yang, C Vondrick, B Ray
Advances in Neural Information Processing Systems 32, 2019
Mandates: US National Science Foundation, US Department of Defense
Codit: Code editing with tree-based neural models
S Chakraborty, Y Ding, M Allamanis, B Ray
IEEE Transactions on Software Engineering 48 (4), 1385-1399, 2020
Mandates: US National Science Foundation
Learning approximate execution semantics from traces for binary function similarity
K Pei, Z Xuan, J Yang, S Jana, B Ray
IEEE Transactions on Software Engineering 49 (4), 2776-2790, 2022
Mandates: US National Science Foundation, US Department of Defense
Natgen: generative pre-training by “naturalizing” source code
S Chakraborty, T Ahmed, Y Ding, PT Devanbu, B Ray
Proceedings of the 30th ACM joint european software engineering conference …, 2022
Mandates: US National Science Foundation
Multitask learning strengthens adversarial robustness
C Mao, A Gupta, V Nitin, B Ray, S Song, J Yang, C Vondrick
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Mandates: US National Science Foundation, US Department of Defense
Automatically diagnosing and repairing error handling bugs in C
Y Tian, B Ray
Proceedings of the 2017 11th joint meeting on foundations of software …, 2017
Mandates: US National Science Foundation
MTFuzz: fuzzing with a multi-task neural network
D She, R Krishna, L Yan, S Jana, B Ray
Proceedings of the 28th ACM joint meeting on European software engineering …, 2020
Mandates: US National Science Foundation, US Department of Defense
Neutaint: Efficient dynamic taint analysis with neural networks
D She, Y Chen, A Shah, B Ray, S Jana
2020 IEEE Symposium on Security and Privacy (SP), 1527-1543, 2020
Mandates: US National Science Foundation, US Department of Defense
Evaluating how developers use general-purpose web-search for code retrieval
MM Rahman, J Barson, S Paul, J Kayani, FA Lois, SF Quezada, C Parnin, ...
Proceedings of the 15th International Conference on Mining Software …, 2018
Mandates: US National Science Foundation
On multi-modal learning of editing source code
S Chakraborty, B Ray
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
Mandates: US National Science Foundation
Patching as translation: the data and the metaphor
Y Ding, B Ray, P Devanbu, VJ Hellendoorn
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
Mandates: US National Science Foundation
Neural network guided evolutionary fuzzing for finding traffic violations of autonomous vehicles
Z Zhong, G Kaiser, B Ray
IEEE Transactions on Software Engineering 49 (4), 1860-1875, 2022
Mandates: US National Science Foundation, US Department of Defense
Testing DNN image classifiers for confusion & bias errors
Y Tian, Z Zhong, V Ordonez, G Kaiser, B Ray
Proceedings of the acm/ieee 42nd international conference on software …, 2020
Mandates: US National Science Foundation
StateFormer: fine-grained type recovery from binaries using generative state modeling
K Pei, J Guan, M Broughton, Z Chen, S Yao, D Williams-King, ...
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
Mandates: US National Science Foundation, US Department of Defense
VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements
Y Ding, S Suneja, Y Zheng, J Laredo, A Morari, G Kaiser, B Ray
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
Mandates: US National Science Foundation, US Department of Defense
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