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Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection



Shucheng Li , Fengyuan Xu , Runchuan Wang , Sheng Zhong


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Stealthy Backdoors as Compression Artifacts



Yulong Tian , Fnu Suya , Fengyuan Xu , David Evans

* 20 pages, 9 figures, 14 tables 

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A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence



Peng Gao , Fei Shao , Xiaoyuan Liu , Xusheng Xiao , Haoyuan Liu , Zheng Qin , Fengyuan Xu , Prateek Mittal , Sanjeev R. Kulkarni , Dawn Song

* Accepted paper at ICDE 2021 demonstrations track. arXiv admin note: substantial text overlap with arXiv:2010.13637 

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Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence



Peng Gao , Fei Shao , Xiaoyuan Liu , Xusheng Xiao , Zheng Qin , Fengyuan Xu , Prateek Mittal , Sanjeev R. Kulkarni , Dawn Song


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Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem



Shucheng Li , Lingfei Wu , Shiwei Feng , Fangli Xu , Fengyuan Xu , Sheng Zhong

* 11 pages including references 

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