| Lemna: Explaining deep learning based security applications W Guo, D Mu, J Xu, P Su, G Wang, X Xing proceedings of the 2018 ACM SIGSAC conference on computer and communications …, 2018 | 221 | 2018 |
| Adversary Resistant Deep Neural Networks with an Application to Malware Detection Q Wang, W Guo, K Zhang, AG Ororbia II, X Xing, CL Giles, X Liu Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2016 | 175 | 2016 |
| Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks W Guo, L Wang, Y Xu, X Xing, M Du, D Song Proceedings of the 22th IEEE International Conference on Data Mining. (ICDM'20), 2020 | 165* | 2020 |
| Towards the Detection of Inconsistencies in Public Security Vulnerability Reports Y Dong, W Guo, Y Chen, X Xing, Y Zhang, G Wang 28th {USENIX} Security Symposium ({USENIX} Security 19), 869-885, 2019 | 81 | 2019 |
| Defending against Adversarial Samples without Security through Obscurity W Guo, Q Wang, K Zhang, AG Ororbia II, X Liu, CL Giles, S Huang, L Lin, ... Proceedings of the 20th IEEE International Conference on Data Mining. (ICDM'18), 2018 | 56* | 2018 |
| Explaining deep learning models-a bayesian non-parametric approach W Guo, S Huang, Y Tao, X Xing, L Lin Advances in Neural Information Processing Systems, 2018 | 50* | 2018 |
| CADE: Detecting and Explaining Concept Drift Samples for Security Applications L Yang, W Guo, Q Hao, A Ciptadi, A Ahmadzadeh, X Xing, G Wang 30th {USENIX} Security Symposium ({USENIX} Security 21), 2021 | 49 | 2021 |
| Backdoorl: Backdoor attack against competitive reinforcement learning L Wang, Z Javed, X Wu, W Guo, X Xing, D Song arXiv preprint arXiv:2105.00579, 2021 | 29 | 2021 |
| Adversarial Policy Training against Deep Reinforcement Learning X Wu, W Guo, H Wei, X Xing 30th {USENIX} Security Symposium ({USENIX} Security 21), 2021 | 20 | 2021 |
| DEEPVSA: Facilitating Value-set Analysis with Deep Learning for Postmortem Program Analysis. W Guo, D Mu, X Xing, M Du, D Song USENIX Security Symposium, 1787-1804, 2019 | 20 | 2019 |
| Integrative Genomic Analysis of Gemcitabine Resistance in Pancreatic Cancer by Patient-derived Xenograft ModelsGenomic Analysis of Gemcitabine Resistance in PDAC by PDXs G Yang, W Guan, Z Cao, W Guo, G Xiong, F Zhao, M Feng, J Qiu, Y Liu, ... Clinical Cancer Research 27 (12), 3383-3396, 2021 | 16 | 2021 |
| Edge: Explaining deep reinforcement learning policies W Guo, X Wu, U Khan, X Xing Advances in Neural Information Processing Systems 34, 12222-12236, 2021 | 11 | 2021 |
| Adversarial policy learning in two-player competitive games W Guo, X Wu, S Huang, X Xing International Conference on Machine Learning, 3910-3919, 2021 | 11 | 2021 |
| RENN: Efficient reverse execution with neural-network-assisted alias analysis D Mu, W Guo, A Cuevas, Y Chen, J Gai, X Xing, B Mao, C Song 2019 34th IEEE/ACM International Conference on Automated Software …, 2019 | 9 | 2019 |
| FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data J Liang, W Guo, T Luo, V Honavar, G Wang, X Xing Proceedings of The 28th Network and Distributed System Security Symposium (NDSS), 2021 | 8 | 2021 |
| RNNrepair: Automatic RNN repair via model-based analysis X Xie, W Guo, L Ma, W Le, J Wang, L Zhou, Y Liu, X Xing International Conference on Machine Learning, 11383-11392, 2021 | 7 | 2021 |
| Data-driven analysis of the electronic-structure factors controlling the work functions of perovskite oxides Y Xiong, W Chen, W Guo, H Wei, I Dabo Physical Chemistry Chemical Physics 23 (11), 6880-6887, 2021 | 6 | 2021 |
| DANCE: Enhancing saliency maps using decoys Y Lu, W Guo, X Xing, WS Noble Proceedings of The 38th International Conference on Machine Learning (ICML), 2021 | 6* | 2021 |
| WindRanger: a directed greybox fuzzer driven by deviation basic blocks Z Du, Y Li, Y Liu, B Mao Proceedings of the 44th International Conference on Software Engineering …, 2022 | 5 | 2022 |
| Are Shortest Rationales the Best Explanations for Human Understanding? H Shen, T Wu, W Guo, THK Huang arXiv preprint arXiv:2203.08788, 2022 | 2 | 2022 |
xinyu xingNorthwestern UniversityVerified email at northwestern.edu
