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Xiaofei Xie
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Deephunter: a coverage-guided fuzz testing framework for deep neural networks
X Xie, L Ma, F Juefei-Xu, M Xue, H Chen, Y Liu, J Zhao, B Li, J Yin, S See
Proceedings of the 28th ACM SIGSOFT International Symposium on Software …, 2019
277*2019
Fakespotter: A simple yet robust baseline for spotting ai-synthesized fake faces
R Wang, F Juefei-Xu, L Ma, X Xie, Y Huang, J Wang, Y Liu
arXiv preprint arXiv:1909.06122, 2019
1502019
Hawkeye: Towards a desired directed grey-box fuzzer
H Chen, Y Xue, Y Li, B Chen, X Xie, X Wu, Y Liu
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018
1452018
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
122*2019
Deeprhythm: Exposing deepfakes with attentional visual heartbeat rhythms
H Qi, Q Guo, F Juefei-Xu, X Xie, L Ma, W Feng, Y Liu, J Zhao
Proceedings of the 28th ACM international conference on multimedia, 4318-4327, 2020
952020
An empirical study towards characterizing deep learning development and deployment across different frameworks and platforms
Q Guo, S Chen, X Xie, L Ma, Q Hu, H Liu, Y Liu, J Zhao, X Li
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
782019
Wuji: Automatic online combat game testing using evolutionary deep reinforcement learning
Y Zheng, X Xie, T Su, L Ma, J Hao, Z Meng, Y Liu, R Shen, Y Chen, C Fan
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
772019
Memlock: Memory usage guided fuzzing
C Wen, H Wang, Y Li, S Qin, Y Liu, Z Xu, H Chen, X Xie, G Pu, T Liu
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
682020
Stealthy and efficient adversarial attacks against deep reinforcement learning
J Sun, T Zhang, X Xie, L Ma, Y Zheng, K Chen, Y Liu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5883-5891, 2020
572020
Spark: Spatial-aware online incremental attack against visual tracking
Q Guo, X Xie, F Juefei-Xu, L Ma, Z Li, W Xue, W Feng, Y Liu
European Conference on Computer Vision, 202-219, 2020
532020
Deepmutation++: A mutation testing framework for deep learning systems
Q Hu, L Ma, X Xie, B Yu, Y Liu, J Zhao
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
532019
Typestate-guided fuzzer for discovering use-after-free vulnerabilities
H Wang, X Xie, Y Li, C Wen, Y Li, Y Liu, S Qin, H Chen, Y Sui
2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE …, 2020
522020
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
2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE …, 2020
512020
Diffchaser: Detecting disagreements for deep neural networks
X Xie, L Ma, H Wang, Y Li, Y Liu, X Li
International Joint Conferences on Artificial Intelligence Organization, 2019
512019
Proteus: Computing disjunctive loop summary via path dependency analysis
X Xie, B Chen, Y Liu, W Le, X Li
Proceedings of the 2016 24th ACM SIGSOFT International Symposium on …, 2016
482016
Cerebro: context-aware adaptive fuzzing for effective vulnerability detection
Y Li, Y Xue, H Chen, X Wu, C Zhang, X Xie, H Wang, Y Liu
Proceedings of the 2019 27th ACM Joint Meeting on European Software …, 2019
462019
Watch out! motion is blurring the vision of your deep neural networks
Q Guo, F Juefei-Xu, X Xie, L Ma, J Wang, B Yu, W Feng, Y Liu
Advances in Neural Information Processing Systems 33, 975-985, 2020
45*2020
Deepsonar: Towards effective and robust detection of ai-synthesized fake voices
R Wang, F Juefei-Xu, Y Huang, Q Guo, X Xie, L Ma, Y Liu
Proceedings of the 28th ACM international conference on multimedia, 1207-1216, 2020
432020
Retrieval-augmented generation for code summarization via hybrid gnn
S Liu, Y Chen, X Xie, J Siow, Y Liu
arXiv preprint arXiv:2006.05405, 2020
402020
Amora: Black-box adversarial morphing attack
R Wang, F Juefei-Xu, Q Guo, Y Huang, X Xie, L Ma, Y Liu
Proceedings of the 28th ACM International Conference on Multimedia, 1376-1385, 2020
362020
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