Min Du
Min Du
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Deeplog: Anomaly detection and diagnosis from system logs through deep learning
M Du, F Li, G Zheng, V Srikumar
Proceedings of the 2017 ACM SIGSAC conference on computer and communications …, 2017
Spell: Streaming parsing of system event logs
M Du, F Li
2016 IEEE 16th International Conference on Data Mining (ICDM), 859-864, 2016
Robust anomaly detection and backdoor attack detection via differential privacy
M Du, R Jia, D Song
ICLR 2020, 2020
Curriculum adversarial training
QZ Cai, M Du, C Liu, D Song
arXiv preprint arXiv:1805.04807, 2018
Tabor: A highly accurate approach to inspecting and restoring trojan backdoors in ai systems
W Guo, L Wang, X Xing, M Du, D Song
arXiv preprint arXiv:1908.01763, 2019
Malware detection on highly imbalanced data through sequence modeling
R Oak, M Du, D Yan, H Takawale, I Amit
Proceedings of the 12th ACM Workshop on artificial intelligence and security …, 2019
Lifelong anomaly detection through unlearning
M Du, Z Chen, C Liu, R Oak, D Song
Proceedings of the 2019 ACM SIGSAC conference on computer and communications …, 2019
FalconDB: Blockchain-based collaborative database
Y Peng, M Du, F Li, R Cheng, D Song
Proceedings of the 2020 ACM SIGMOD international conference on management of …, 2020
Spell: Online streaming parsing of large unstructured system logs
M Du, F Li
IEEE Transactions on Knowledge and Data Engineering 31 (11), 2213-2227, 2018
Free-riders in federated learning: Attacks and defenses
J Lin, M Du, J Liu
arXiv preprint arXiv:1911.12560, 2019
Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks
W Guo, L Wang, Y Xu, X Xing, M Du, D Song
ICDM 2020, 2020
{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
Time-aware gradient attack on dynamic network link prediction
J Chen, J Zhang, Z Chen, M Du, Q Xuan
IEEE Transactions on Knowledge and Data Engineering 35 (2), 2091-2102, 2021
ATOM: Efficient Tracking, Monitoring, and Orchestration of Cloud Resources
M Du, F Li
IEEE Transactions on Parallel and Distributed Systems 28 (8), 2172-2189, 2017
Pcard: Personalized restaurants recommendation from card payment transaction records
M Du, R Christensen, W Zhang, F Li
The World Wide Web Conference, 2687-2693, 2019
RobustECD: Enhancement of network structure for robust community detection
J Zhou, Z Chen, M Du, L Chen, S Yu, G Chen, Q Xuan
IEEE Transactions on Knowledge and Data Engineering 35 (1), 842-856, 2021
ATOM: Automated tracking, orchestration and monitoring of resource usage in infrastructure as a service systems
M Du, F Li
2015 IEEE International Conference on Big Data (Big Data), 271-278, 2015
LongTale: Toward Automatic Performance Anomaly Explanation in Microservices
R Li, M Du, Z Wang, H Chang, S Mukherjee, E Eide
Proceedings of the 2022 ACM/SPEC on International Conference on Performance …, 2022
Fluorescence: Detecting {Kernel-Resident} Malware in Clouds
R Li, M Du, D Johnson, R Ricci, J Van der Merwe, E Eide
22nd International Symposium on Research in Attacks, Intrusions and Defenses …, 2019
AutoCombo: Automatic malware signature generation through combination rule mining
M Du, W Hu, W Hewlett
Proceedings of the 30th ACM International Conference on Information …, 2021
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