| ABS: Scanning neural networks for back-doors by artificial brain stimulation Y Liu, WC Lee, G Tao, S Ma, Y Aafer, X Zhang Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications …, 2019 | 409 | 2019 |
| NIC: Detecting Adversarial Samples with Neural Network Invariant Checking S Ma, Y Liu, G Tao, WC Lee, X Zhang Proceedings of the 26th Network and Distributed System Security Symposium …, 2019 | 289 | 2019 |
| Attacks meet interpretability: Attribute-steered detection of adversarial samples G Tao, S Ma, Y Liu, X Zhang Proceedings of the 32nd International Conference on Neural Information …, 2018 | 184 | 2018 |
| MalPat: Mining patterns of malicious and benign Android apps via permission-related APIs G Tao, Z Zheng, Z Guo, MR Lyu IEEE Transactions on Reliability 67 (1), 355-369, 2017 | 107 | 2017 |
| Backdoor scanning for deep neural networks through k-arm optimization G Shen, Y Liu, G Tao, S An, Q Xu, S Cheng, S Ma, X Zhang International Conference on Machine Learning, 9525-9536, 2021 | 95 | 2021 |
| Correlations between deep neural network model coverage criteria and model quality S Yan, G Tao, X Liu, J Zhai, S Ma, L Xu, X Zhang Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 68 | 2020 |
| Physical attack on monocular depth estimation with optimal adversarial patches Z Cheng, J Liang, H Choi, G Tao, Z Cao, D Liu, X Zhang European conference on computer vision, 514-532, 2022 | 67 | 2022 |
| Precise android api protection mapping derivation and reasoning Y Aafer, G Tao, J Huang, X Zhang, N Li Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018 | 58 | 2018 |
| Better trigger inversion optimization in backdoor scanning G Tao, G Shen, Y Liu, S An, Q Xu, S Ma, P Li, X Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 54 | 2022 |
| Piccolo: Exposing complex backdoors in nlp transformer models Y Liu, G Shen, G Tao, S An, S Ma, X Zhang 2022 IEEE Symposium on Security and Privacy (SP), 2025-2042, 2022 | 51 | 2022 |
| Towards feature space adversarial attack by style perturbation Q Xu, G Tao, S Cheng, X Zhang Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10523 …, 2021 | 49* | 2021 |
| Complex backdoor detection by symmetric feature differencing Y Liu, G Shen, G Tao, Z Wang, S Ma, X Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 47* | 2022 |
| CPC: Automatically classifying and propagating natural language comments via program analysis J Zhai, X Xu, Y Shi, G Tao, M Pan, S Ma, L Xu, W Zhang, L Tan, X Zhang Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020 | 42 | 2020 |
| Model orthogonalization: Class distance hardening in neural networks for better security G Tao, Y Liu, G Shen, Q Xu, S An, Z Zhang, X Zhang 2022 IEEE Symposium on Security and Privacy (SP), 1372-1389, 2022 | 41 | 2022 |
| Stochfuzz: Sound and cost-effective fuzzing of stripped binaries by incremental and stochastic rewriting Z Zhang, W You, G Tao, Y Aafer, X Liu, X Zhang 2021 IEEE Symposium on Security and Privacy (SP), 659-676, 2021 | 36 | 2021 |
| Code search based on context-aware code translation W Sun, C Fang, Y Chen, G Tao, T Han, Q Zhang Proceedings of the 44th International Conference on Software Engineering …, 2022 | 34 | 2022 |
| ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation. L Yu, S Ma, Z Zhang, G Tao, X Zhang, D Xu, VE Urias, HW Lin, ... NDSS, 2021 | 32 | 2021 |
| Osprey: Recovery of variable and data structure via probabilistic analysis for stripped binary Z Zhang, Y Ye, W You, G Tao, W Lee, Y Kwon, Y Aafer, X Zhang 2021 IEEE Symposium on Security and Privacy (SP), 813-832, 2021 | 31 | 2021 |
| Flip: A provable defense framework for backdoor mitigation in federated learning K Zhang, G Tao, Q Xu, S Cheng, S An, Y Liu, S Feng, G Shen, PY Chen, ... The Eleventh International Conference on Learning Representations (ICLR), 2022 | 30 | 2022 |
| Mirror: Model inversion for deep learning network with high fidelity S An, G Tao, Q Xu, Y Liu, G Shen, Y Yao, J Xu, X Zhang Proceedings of the 29th Network and Distributed System Security Symposium, 2022 | 30 | 2022 |
Xiangyu ZhangSamuel Conte Professor of Computer Science, Purdue UniversityVerified email at cs.purdue.edu
