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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
461*2019
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
2732018
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
2602019
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
1962020
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
190*2019
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
1482019
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
1342020
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
1222020
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
1202019
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
1102020
A performance-sensitive malware detection system using deep learning on mobile devices
R Feng, S Chen, X Xie, G Meng, SW Lin, Y Liu
IEEE Transactions on Information Forensics and Security 16, 1563-1578, 2020
1092020
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
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
1072020
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
962019
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
932020
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
902020
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
902019
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
84*2020
Efficientderain: Learning pixel-wise dilation filtering for high-efficiency single-image deraining
Q Guo, J Sun, F Juefei-Xu, L Ma, X Xie, W Feng, Y Liu, J Zhao
Proceedings of the AAAI Conference on Artificial Intelligence 35 (2), 1487-1495, 2021
802021
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
792020
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
792019
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