Publications

2024

1. FITEE

   Towards Understanding Bogus Traffic Service in Online Social Networks

   Ping He, Xuhong Zhang, Changting Lin, Ting Wang, and Shouling Ji

   Frontiers of Information Technology & Electronic Engineering, 2024

   Bib

   @article{he2024towards,
     author = {He, Ping and Zhang, Xuhong and Lin, Changting and Wang, Ting and Ji, Shouling},
     journal = {Frontiers of Information Technology & Electronic Engineering},
     title = {Towards Understanding Bogus Traffic Service in Online Social Networks},
     year = {2024},
   }

2. ICLR

   BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection

   Tinghao Xie, Qi Xiangyu, Ping He, Yiming Li, Wang T. Jiachen, and Prateek Mittal

   In International Conference on Learning Representations, 2024

   arXiv Bib

   @inproceedings{xie2024badexpert,
     title = {BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection},
     author = {Xie, Tinghao and Xiangyu, Qi and He, Ping and Li, Yiming and Jiachen, Wang T. and Mittal, Prateek},
     booktitle = {International Conference on Learning Representations},
     year = {2024},
   }

2023

1. CCS

   Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting

   Ping He, Yifan Xia, Xuhong Zhang, and Shouling Ji

   In ACM Conference on Computer and Communications Security (CCS), 2023

   arXiv Bib

   @inproceedings{he2023efficient,
     title = {Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting},
     author = {He, Ping and Xia, Yifan and Zhang, Xuhong and Ji, Shouling},
     booktitle = {{ACM} Conference on Computer and Communications Security ({CCS})},
     year = {2023},
   }

2. ESORICS

   Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection

   Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, and Wenhai Wang

   In European Symposium on Research in Computer Security (ESORICS), 2023

   arXiv Bib

   @inproceedings{xia2023static,
     title = {Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection},
     author = {Xia, Yifan and He, Ping and Zhang, Xuhong and Liu, Peiyu and Ji, Shouling and Wang, Wenhai},
     booktitle = {European Symposium on Research in Computer Security ({ESORICS})},
     year = {2023},
   }