| 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 | 285 | 2018 |
| 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 | 224* | 2020 |
| 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 | 192 | 2016 |
| 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 | 121 | 2019 |
| 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 | 98 | 2021 |
| 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 | 71* | 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 | 55* | 2018 |
| 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 | 54 | 2021 |
| Adversarial Policy Training against Deep Reinforcement Learning X Wu, W Guo, H Wei, X Xing 30th {USENIX} Security Symposium ({USENIX} Security 21), 2021 | 41 | 2021 |
| {DEEPVSA}: Facilitating Value-set Analysis with Deep Learning for Postmortem Program Analysis W Guo, D Mu, X Xing, M Du, D Song 28th USENIX Security Symposium (USENIX Security 19), 1787-1804, 2019 | 36 | 2019 |
| Integrative genomic analysis of gemcitabine resistance in pancreatic cancer by patient-derived xenograft models 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 | 35 | 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 | 34 | 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 | 27 | 2021 |
| HackerRank: Identifying key hackers in underground forums C Huang, Y Guo, W Guo, Y Li International Journal of Distributed Sensor Networks 17 (5), 15501477211015145, 2021 | 24 | 2021 |
| 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 | 19 | 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 | 16 | 2021 |
| Unique identification of 50,000+ virtual reality users from head & hand motion data V Nair, W Guo, J Mattern, R Wang, JF O'Brien, L Rosenberg, D Song arXiv preprint arXiv:2302.08927, 2023 | 12 | 2023 |
| 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 | 10 | 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 | 10 | 2019 |
| HyVulDect: A hybrid semantic vulnerability mining system based on Graph Neural Network W Guo, Y Fang, C Huang, H Ou, C Lin, Y Guo Computers & Security, 102823, 2022 | 9 | 2022 |
xinyu xingNorthwestern UniversityVerified email at northwestern.edu
