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Xiaoning Du
Xiaoning Du
Lecturer (a.k.a. Assistant Professor), Monash University
Verified email at monash.edu - Homepage
Title
Cited by
Cited by
Year
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
Y Zhou, S Liu, J Siow, X Du, Y Liu
https://arxiv.org/abs/1909.03496, 2019
6542019
Deepstellar: Model-based quantitative analysis of stateful deep learning systems
X Du, X Xie, Y Li, L Ma, Y Liu, J Zhao
Proceedings of the 2019 27th ACM Joint Meeting on European Software …, 2019
194*2019
Who is real bob? adversarial attacks on speaker recognition systems
G Chen, S Chenb, L Fan, X Du, Z Zhao, F Song, Y Liu
2021 IEEE Symposium on Security and Privacy (SP), 694-711, 2021
1922021
Leopard: Identifying vulnerable code for vulnerability assessment through program metrics
X Du, B Chen, Y Li, J Guo, Y Zhou, Y Liu, Y Jiang
2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE …, 2019
972019
Towards characterizing adversarial defects of deep learning software from the lens of uncertainty
X Zhang, X Xie, L Ma, X Du, Q Hu, Y Liu, J Zhao, M Sun
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
782020
On the importance of building high-quality training datasets for neural code search
Z Sun, L Li, Y Liu, X Du, L Li
Proceedings of the 44th International Conference on Software Engineering …, 2022
472022
Coprotector: Protect open-source code against unauthorized training usage with data poisoning
Z Sun, X Du, F Song, M Ni, L Li
Proceedings of the ACM Web Conference 2022, 652-660, 2022
442022
Vulnerability analysis, robustness verification, and mitigation strategy for machine learning-based power system stability assessment model under adversarial examples
C Ren, X Du, Y Xu, Q Song, Y Liu, R Tan
IEEE Transactions on Smart Grid 13 (2), 1622-1632, 2021
202021
Marble: Model-based robustness analysis of stateful deep learning systems
X Du, Y Li, X Xie, L Ma, Y Liu, J Zhao
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
202020
Decision-guided weighted automata extraction from recurrent neural networks
X Zhang, X Du, X Xie, L Ma, Y Liu, M Sun
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11699 …, 2021
172021
A quantitative analysis framework for recurrent neural network
X Du, X Xie, Y Li, L Ma, Y Liu, J Zhao
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
152019
Trace-length independent runtime monitoring of quantitative policies in LTL
X Du, Y Liu, A Tiu
FM 2015: Formal Methods: 20th International Symposium, Oslo, Norway, June 24 …, 2015
152015
FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler
J Wang, Z Zhang, S Liu, X Du, J Chen
USENIX Security Symposium. USENIX, 2023
92023
Trace-length independent runtime monitoring of quantitative policies
X Du, A Tiu, K Cheng, Y Liu
IEEE Transactions on Dependable and Secure Computing 18 (3), 1489-1510, 2019
72019
Codemark: Imperceptible watermarking for code datasets against neural code completion models
Z Sun, X Du, F Song, L Li
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
42023
Data Augmentation Approaches for Source Code Models: A Survey
TY Zhuo, Z Yang, Z Sun, Y Wang, L Li, X Du, Z Xing, D Lo
arXiv preprint arXiv:2305.19915, 2023
42023
Towards building a generic vulnerability detection platform by combining scalable attacking surface analysis and directed fuzzing
X Du
Formal Methods and Software Engineering: 20th International Conference on …, 2018
32018
Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems
Z Sun, X Du, F Song, S Wang, M Ni, L Li
2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023
22023
Characterizing Python Method Evolution with PyMevol: An Essential Step Towards Enabling Reliable Software Systems
H Quan, J Wang, B Li, X Du, K Liu, L Li
2022 IEEE International Symposium on Software Reliability Engineering …, 2022
22022
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
TY Zhuo, X Du, Z Xing, J Sun, H Quan, L Li, L Zhu
arXiv preprint arXiv:2309.07804, 2023
12023
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Articles 1–20