Xiang Ling | Publication

2027

2026

2025

ICSE

The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep Learning Libraries

Zhiyuan Li, Jingzheng Wu, Xiang Ling, Tianyue Luo, Zhiqing Rui, and Yanjun Wu

In International Conference on Software Engineering (ICSE 2025) 2025

Bib HTML CCF-A 会议

@inproceedings{zhiyuan2025future,
  title = {The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep Learning Libraries},
  author = {Li, Zhiyuan and Wu, Jingzheng and Ling, Xiang and Luo, Tianyue and Rui, Zhiqing and Wu, Yanjun},
  booktitle = {International Conference on Software Engineering (ICSE 2025)},
  pages = {},
  year = {2025},
  month = {},
  address = {},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {ICSE},
  flag = {CCF-A 会议},
  html = {},
  selected = {false}
}

2024

软件学报

软件供应链SBOM关键技术研究

孙泽雨, 吴敬征, 凌祥, 魏怡琳, 罗天悦, and 武延军

软件学报 2024

Bib HTML CCF-T1 期刊

@article{sun2024chinese,
  title = {软件供应链SBOM关键技术研究},
  author = {孙泽雨 and 吴敬征 and <em><b>凌祥</b></em> and 魏怡琳 and 罗天悦 and 武延军},
  journal = {软件学报},
  volumn = {0},
  pages = {0--0},
  publisher = {科学出版社},
  year = {2024},
  bibtex_show = {true},
  corr = {true},
  abbr = {软件学报},
  flag = {CCF-T1 期刊},
  html = {},
  selected = {false}
}

IJSI

Reinforcement-learning-based Adversarial Attacks Against Vulnerability Detection Models

Siran Chen, Jingzheng Wu, Xiang Ling, Tianyue Luo, and Yanjun Wu

International Journal of Software and Informatics Sep 2024

Bib HTML

@article{siran2024ijsi,
  title = {Reinforcement-learning-based Adversarial Attacks Against Vulnerability Detection Models},
  author = {Chen, Siran and Wu, Jingzheng and Ling, Xiang and Luo, Tianyue and Wu, Yanjun},
  journal = {International Journal of Software and Informatics},
  volume = {14},
  number = {3},
  pages = {249-275},
  year = {2024},
  publisher = {ISCAS},
  month = sep,
  bibtex_show = {true},
  corr = {true},
  abbr = {IJSI},
  html = {https://www.ijsi.org/ijsi/article/abstract/332},
  selected = {false}
}

计研发

SeChain: 基于国密算法的RISC-V安全启动机制设计与实现

芮志清, 梅瑶, 陈振哲, 吴敬征, 凌祥, 罗天悦, and 武延军

计算机研究与发展 Sep 2024

Bib HTML CCF-T1 期刊

@article{zhiqin2024,
  title = {SeChain: 基于国密算法的RISC-V安全启动机制设计与实现},
  author = {芮志清 and 梅瑶 and 陈振哲 and 吴敬征 and <em><b>凌祥</b></em> and 罗天悦 and 武延军},
  journal = {计算机研究与发展},
  volumn = {61},
  pages = {1458-1475},
  publisher = {科学出版社},
  year = {2024},
  bibtex_show = {true},
  corr = {true},
  abbr = {计研发},
  html = {https://crad.ict.ac.cn/cn/article/doi/10.7544/issn1000-1239.202440088},
  flag = {CCF-T1 期刊},
  selected = {false}
}

USEC

A Wolf in Sheep’s Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild

Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, and Yanjun Wu

In USENIX Security Symposium 2024 Aug 2024

Bib HTML Code CCF-A 会议

@inproceedings{ling2024wolf,
  title = {A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild},
  author = {Ling, Xiang and Wu, Zhiyu and Wang, Bin and Deng, Wei and Wu, Jingzheng and Ji, Shouling and Luo, Tianyue and Wu, Yanjun},
  booktitle = {USENIX Security Symposium 2024},
  pages = {},
  year = {2024},
  month = aug,
  address = {Philadelphia, PA, USA},
  publisher = {USENIX},
  bibtex_show = {true},
  corr = {false},
  abbr = {USEC},
  flag = {CCF-A 会议},
  html = {https://arxiv.org/pdf/2407.02886},
  code = {https://github.com/jiyuay/MalGuise-Access-Instructions},
  selected = {true}
}

ICME

Towards Query-Efficient Decision-Based Adversarial Attacks Through Frequency Domain

Jianhao Fu, Xiang Ling, Yaguan Qian, Changjiang Li, Tianyue Luo, and Jingzheng Wu

In IEEE International Conference on Multimedia and Expo (ICME) Jul 2024

Bib HTML CCF-B 会议

@inproceedings{jianhao2024fu,
  title = {Towards Query-Efficient Decision-Based Adversarial Attacks Through Frequency Domain},
  author = {Fu, Jianhao and Ling, Xiang and Qian, Yaguan and Li, Changjiang and Luo, Tianyue and Wu, Jingzheng},
  booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
  pages = {},
  year = {2024},
  month = jul,
  address = {Niagara Falls, Canada},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {ICME},
  flag = {CCF-B 会议},
  html = {},
  selected = {false}
}

EASE

VulDL: Tree-based and Graph-based Neural Networks for Vulnerability Detection and Localization

Jingzheng Wu, Xiang Ling, Xu Duan, Tianyue Luo, and Mutian Yang

In International Conference on Evaluation and Assessment in Software Engineering (EASE) Jun 2024

Bib HTML CCF-C 会议

@inproceedings{jingzheng2024vuldl,
  title = {VulDL: Tree-based and Graph-based Neural Networks for Vulnerability Detection and Localization},
  author = {Wu, Jingzheng and Ling, Xiang and Duan, Xu and Luo, Tianyue and Yang, Mutian},
  booktitle = {International Conference on Evaluation and Assessment in Software Engineering (EASE)},
  pages = {},
  year = {2024},
  month = jun,
  address = {Salerno, Italy},
  publisher = {ACM},
  bibtex_show = {true},
  corr = {false},
  abbr = {EASE},
  flag = {CCF-C 会议},
  html = {},
  selected = {false}
}

ICSE-Industry

When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?

Yuxiao Chen, Jingzheng Wu, Xiang Ling, Changjiang Li, Zhiqing Rui, Tianyue Luo, and Yanjun Wu

In International Conference on Software Engineering – Industry Challenge Track (ICSE 24 Industry Challenge Track) Apr 2024

Bib HTML CCF-A 会议

@inproceedings{yuxiao2024when,
  title = {When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?},
  author = {Chen, Yuxiao and Wu, Jingzheng and Ling, Xiang and Li, Changjiang and Rui, Zhiqing and Luo, Tianyue and Wu, Yanjun},
  booktitle = {International Conference on Software Engineering -- Industry Challenge Track (ICSE 24 Industry Challenge Track)},
  pages = {},
  year = {2024},
  month = apr,
  address = {Lisbon, Portugal},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {ICSE-Industry},
  flag = {CCF-A 会议},
  html = {},
  selected = {false}
}

TIFS

AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service

Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, and Chunming Wu

IEEE Transactions on Information Forensics & Security 2024

Bib HTML Code CCF-A 期刊

@article{advsqli2024,
  title = {AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service},
  author = {Qu, Zhenqing and Ling, Xiang and Wang, Ting and Chen, Xiang and Ji, Shouling and Wu, Chunming},
  journal = {IEEE Transactions on Information Forensics & Security},
  volume = {},
  number = {},
  pages = {},
  year = {2024},
  publisher = {IEEE},
  month = {},
  bibtex_show = {true},
  corr = {true},
  abbr = {TIFS},
  flag = {CCF-A 期刊},
  html = {https://ieeexplore.ieee.org/document/10382675},
  code = {https://github.com/u21h2/AutoSpear},
  selected = {false}
}

软件学报

面向漏洞检测模型的强化学习式对抗攻击方法

陈思然, 吴敬征, 凌祥, 罗天悦, 刘镓煜, and 武延军

软件学报 2024

Bib HTML CCF-T1 期刊

@article{siran2024,
  title = {面向漏洞检测模型的强化学习式对抗攻击方法},
  author = {陈思然 and 吴敬征 and <em><b>凌祥</b></em> and 罗天悦 and 刘镓煜 and 武延军},
  journal = {软件学报},
  volumn = {8},
  pages = {},
  publisher = {科学出版社},
  year = {2024},
  bibtex_show = {true},
  corr = {true},
  abbr = {软件学报},
  html = {},
  flag = {CCF-T1 期刊},
  selected = {false}
}

S&P

APP-Miner: Detecting API Misuses via Automatically Mining API Path Patterns

Jiasheng Jiang, Jingzheng Wu, Xiang Ling, Tianyue Luo, Sheng Qu, and Yanjun Wu

In IEEE Symposium on Security and Privacy May 2024

Bib HTML CCF-A 会议

@inproceedings{jasheng2024,
  title = {APP-Miner: Detecting API Misuses via Automatically Mining API Path Patterns},
  author = {Jiang, Jiasheng and Wu, Jingzheng and Ling, Xiang and Luo, Tianyue and Qu, Sheng and Wu, Yanjun},
  booktitle = {IEEE Symposium on Security and Privacy},
  pages = {},
  year = {2024},
  month = may,
  address = {SAN FRANCISCO, CA, USA},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {S&P},
  flag = {CCF-A 会议},
  html = {},
  selected = {false}
}

2023

ICPADS

Automatic Program Repair via Learning Edits on Sequence Code Property Graph

Xiaoyu Li, Jingzheng Wu, Xiang Ling, Tianyue Luo, and Yanjun Wu

In IEEE International Conference on Parallel and Distributed Systems Dec 2023

Bib HTML CCF-C 会议

@inproceedings{xiaoyu2024icpads,
  title = {Automatic Program Repair via Learning Edits on Sequence Code Property Graph},
  author = {Li, Xiaoyu and Wu, Jingzheng and Ling, Xiang and Luo, Tianyue and Wu, Yanjun},
  booktitle = {IEEE International Conference on Parallel and Distributed Systems},
  pages = {},
  year = {2023},
  month = dec,
  address = {Hainan, China},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {ICPADS},
  flag = {CCF-C 会议},
  html = {},
  selected = {false}
}

ASE

A Needle is an Outlier in a Haystack: Hunting Malicious PyPI Packages with Code Clustering

Wentao Liang, Xiang Ling, Jingzheng Wu, Tianyue Luo, and Yanjun Wu

In IEEE/ACM International Conference on Automated Software Engineering Sep 2023

Bib HTML CCF-A 会议

@inproceedings{wentao2023,
  title = {A Needle is an Outlier in a Haystack: Hunting Malicious PyPI Packages with Code Clustering},
  author = {Liang, Wentao and Ling, Xiang and Wu, Jingzheng and Luo, Tianyue and Wu, Yanjun},
  booktitle = {IEEE/ACM International Conference on Automated Software Engineering},
  pages = {},
  year = {2023},
  month = sep,
  address = {Kirchberg, Luxembourg},
  publisher = {IEEE/ACM},
  bibtex_show = {true},
  corr = {false},
  abbr = {ASE},
  flag = {CCF-A 会议},
  html = {},
  selected = {false}
}

PRL

Towards desirable decision boundary by Moderate-Margin Adversarial Training

Xiaoyu Liang, Yaguan Qian, Jianchang Huang, Xiang Ling, Bin Wang, Chunming Wu, and Wassim Swaileh

Pattern Recognition Letters 2023

Bib HTML CCF-C 期刊

@article{liang2023towards,
  title = {Towards desirable decision boundary by Moderate-Margin Adversarial Training},
  author = {Liang, Xiaoyu and Qian, Yaguan and Huang, Jianchang and Ling, Xiang and Wang, Bin and Wu, Chunming and Swaileh, Wassim},
  journal = {Pattern Recognition Letters},
  volume = {},
  number = {},
  pages = {},
  year = {2023},
  publisher = {Elsevier},
  month = {},
  bibtex_show = {true},
  corr = {true},
  abbr = {PRL},
  flag = {CCF-C 期刊},
  html = {https://www.sciencedirect.com/science/article/pii/S0167865523002076},
  selected = {false}
}

TNNLS

Hierarchical Threshold Pruning Based on Uniform Response Criterion

Yaguan Qian, Zhiqiang He, Yuqi Wang, Bin Wang, Xiang Ling, Shaoning Zeng, Zhaoquan Gu, Haijiang Wang, and Wassim Swaileh

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2023

Bib HTML CCF-B 期刊 (中科院一区, IF=14.255)

@article{qian2023hierarchical,
  title = {Hierarchical Threshold Pruning Based on Uniform Response Criterion},
  author = {Qian, Yaguan and He, Zhiqiang and Wang, Yuqi and Wang, Bin and Ling, Xiang and Zeng, Shaoning and Gu, Zhaoquan and Wang, Haijiang and Swaileh, Wassim},
  journal = {IEEE Transactions on Neural Networks and Learning Systems (TNNLS)},
  volumn = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  year = {2023},
  month = {},
  bibtex_show = {true},
  corr = {true},
  abbr = {TNNLS},
  flag = {CCF-B 期刊 (中科院一区, IF=14.255)},
  html = {https://ieeexplore.ieee.org/document/10103912},
  selected = {false}
}

ICSE

An Empirical Study of License Conflict in Free and Open Source Software

Xing Cui, Jingzheng Wu, Yanjun Wu, Xu Wang, Tianyue Luo, Sheng Qu, Xiang Ling, and Mutian Yang

In International Conference on Software Engineering – Software Engineering in Practice Track (ICSE-SEIP) Jul 2023

Bib HTML CCF-A 会议

@inproceedings{cui2023anempirical,
  title = {An Empirical Study of License Conflict in Free and Open Source Software},
  author = {Cui, Xing and Wu, Jingzheng and Wu, Yanjun and Wang, Xu and Luo, Tianyue and Qu, Sheng and Ling, Xiang and Yang, Mutian},
  booktitle = {International Conference on Software Engineering -- Software Engineering in Practice Track (ICSE-SEIP)},
  pages = {},
  year = {2023},
  month = jul,
  address = {},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {ICSE},
  flag = {CCF-A 会议},
  html = {},
  selected = {false}
}

COSE

Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art

Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Yaguan Qian, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, and Yanjun Wu

Computer & Security May 2023

arXiv Bib HTML Code CCF-B 期刊 (IF=5.105)

@article{ling2023survey,
  title = {Adversarial Attacks against {Windows PE} Malware Detection: A Survey of the State-of-the-Art},
  author = {Ling, Xiang and Wu, Lingfei and Zhang, Jiangyu and Qu, Zhenqing and Deng, Wei and Chen, Xiang and Qian, Yaguan and Wu, Chunming and Ji, Shouling and Luo, Tianyue and Wu, Jingzheng and Wu, Yanjun},
  journal = {Computer \& Security},
  publisher = {Elsevier},
  volumn = {128},
  pages = {103135},
  year = {2023},
  month = may,
  bibtex_show = {true},
  corr = {false},
  abbr = {COSE},
  arxiv = {2112.12310},
  html = {https://www.sciencedirect.com/science/article/pii/S0167404823000445},
  code = {https://github.com/ryderling/adversarial-attacks-and-defenses-for-windows-pe-malware-detection},
  flag = {CCF-B 期刊 (IF=5.105)},
  selected = {true}
}

软件学报

HiLog: OpenHarmony高性能日子系统的设计与实现

吴圣垚, 王枫, 武延军, 凌祥, 屈晟, 罗天悦, and 吴敬征

软件学报 May 2023

Bib HTML CCF-T1 期刊

@article{wu2023hilog,
  title = {HiLog: OpenHarmony高性能日子系统的设计与实现},
  author = {吴圣垚 and 王枫 and 武延军 and <em><b>凌祥</b></em> and 屈晟 and 罗天悦 and 吴敬征},
  journal = {软件学报},
  volumn = {},
  pages = {},
  publisher = {科学出版社},
  year = {2023},
  bibtex_show = {true},
  corr = {true},
  abbr = {软件学报},
  html = {http://www.jos.org.cn/jos/article/abstract/6900},
  flag = {CCF-T1 期刊},
  selected = {false}
}

TNNLS

Multilevel Graph Matching Networks for Deep Graph Similarity Learning

Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X Liu, Chunming Wu, and Shouling Ji

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) Feb 2023

arXiv Bib HTML Code CCF-B 期刊 (中科院一区, IF=14.255)

@article{ling2023multilevel,
  title = {Multilevel Graph Matching Networks for Deep Graph Similarity Learning},
  author = {Ling, Xiang and Wu, Lingfei and Wang, Saizhuo and Ma, Tengfei and Xu, Fangli and Liu, Alex X and Wu, Chunming and Ji, Shouling},
  journal = {IEEE Transactions on Neural Networks and Learning Systems (TNNLS)},
  volumn = {34},
  number = {2},
  pages = {799--813},
  publisher = {IEEE},
  year = {2023},
  month = feb,
  bibtex_show = {true},
  corr = {true},
  abbr = {TNNLS},
  flag = {CCF-B 期刊 (中科院一区, IF=14.255)},
  arxiv = {2007.04395},
  html = {https://ieeexplore.ieee.org/abstract/document/9516695},
  code = {https://github.com/ryderling/MGMN},
  selected = {false}
}

2022

QRS

Cross Platform API Mappings based on API Documentation Graphs

Yanjie Shao, Tianyue Luo, Xiang Ling, Limin Wang, and Senwen Zheng

In IEEE International Conference on Software Quality, Reliability and Security (QRS) Dec 2022

Bib HTML CCF-C 会议

@inproceedings{shao2022cross,
  title = {Cross Platform API Mappings based on API Documentation Graphs},
  author = {Shao, Yanjie and Luo, Tianyue and Ling, Xiang and Wang, Limin and Zheng, Senwen},
  booktitle = {IEEE International Conference on Software Quality, Reliability and Security (QRS)},
  pages = {926--935},
  year = {2022},
  month = dec,
  address = {Guangzhou, China},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {QRS},
  flag = {CCF-C 会议},
  html = {https://ieeexplore.ieee.org/abstract/document/10062427},
  selected = {false}
}

ECCV

Filter Pruning via Feature Discrimination in Deep Neural Networks

Zhiqiang He, Yaguan Qian, Yuqi Wang, Bin Wang, Xiaohui Guan, Zhaoquan Gu, Xiang Ling, Shaoning Zeng, Haijiang Wang, and Wujie Zhou

In European Conference on Computer Vision (ECCV) Oct 2022

Bib HTML CCF-B 会议

@inproceedings{he2022filter,
  title = {Filter Pruning via Feature Discrimination in Deep Neural Networks},
  author = {He, Zhiqiang and Qian, Yaguan and Wang, Yuqi and Wang, Bin and Guan, Xiaohui and Gu, Zhaoquan and Ling, Xiang and Zeng, Shaoning and Wang, Haijiang and Zhou, Wujie},
  booktitle = {European Conference on Computer Vision (ECCV)},
  pages = {245--261},
  year = {2022},
  month = oct,
  address = {Tel Aviv, Israel},
  publisher = {Springer},
  bibtex_show = {true},
  corr = {false},
  abbr = {ECCV},
  flag = {CCF-B 会议},
  html = {https://link.springer.com/chapter/10.1007/978-3-031-19803-8_15},
  selected = {false}
}

ECCV

Robust Network Architecture Search via Feature Distortion Restraining

Yaguan Qian, Shenghui Huang, Bin Wang, Xiang Ling, Xiaohui Guan, Zhaoquan Gu, Shaoning Zeng, Wujie Zhou, and Haijiang Wang

In European Conference on Computer Vision (ECCV) Oct 2022

Bib HTML CCF-B 会议

@inproceedings{qian2022robust,
  title = {Robust Network Architecture Search via Feature Distortion Restraining},
  author = {Qian, Yaguan and Huang, Shenghui and Wang, Bin and Ling, Xiang and Guan, Xiaohui and Gu, Zhaoquan and Zeng, Shaoning and Zhou, Wujie and Wang, Haijiang},
  booktitle = {European Conference on Computer Vision (ECCV)},
  pages = {122--138},
  year = {2022},
  month = oct,
  address = {Tel Aviv, Israel},
  publisher = {Springer},
  bibtex_show = {true},
  corr = {false},
  abbr = {ECCV},
  flag = {CCF-B 会议},
  html = {https://link.springer.com/chapter/10.1007/978-3-031-20065-6_8},
  selected = {false}
}

ICDCS

Toward Low-Overhead Inter-Switch Coordination in Network-Wide Data Plane Program Deployment

Xiang Chen, Hongyan Liu, Qingjiang Xiao, Kaiwei Guo, Tingxin Sun, Xiang Ling, Xuan Liu, Qun Huang, Dong Zhang, Haifeng Zhou, Fan Zhang, and Chunming Wu

In IEEE International Conference on Distributed Computing Systems (ICDCS) Jul 2022

Bib HTML CCF-B 会议

@inproceedings{chen2022toward,
  title = {Toward Low-Overhead Inter-Switch Coordination in Network-Wide Data Plane Program Deployment},
  author = {Chen, Xiang and Liu, Hongyan and Xiao, Qingjiang and Guo, Kaiwei and Sun, Tingxin and Ling, Xiang and Liu, Xuan and Huang, Qun and Zhang, Dong and Zhou, Haifeng and Zhang, Fan and Wu, Chunming},
  booktitle = {IEEE International Conference on Distributed Computing Systems (ICDCS)},
  pages = {370--380},
  year = {2022},
  month = jul,
  address = {Bologna, Italy},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {ICDCS},
  flag = {CCF-B 会议},
  html = {https://ieeexplore.ieee.org/document/9912228},
  selected = {false}
}

Black Hat

AutoSpear: Towards Automatically Bypassing and Inspecting Web Application Firewalls

Zhenqing Qu, Xiang Ling, and Chunming Wu

In Black Hat Asia May 2022

Bib HTML Code Slides

@inproceedings{qu2022autospear,
  title = {AutoSpear: Towards Automatically Bypassing and Inspecting Web Application Firewalls},
  author = {Qu, Zhenqing and Ling, Xiang and Wu, Chunming},
  booktitle = {Black Hat Asia},
  year = {2022},
  month = may,
  address = {Virtual Event},
  bibtex_show = {true},
  corr = {false},
  abbr = {Black Hat},
  html = {https://blackhat.com/asia-22/briefings/schedule/#autospear-towards-automatically-bypassing-and-inspecting-web-application-firewalls-25503},
  slides = {https://i.blackhat.com/Asia-22/Thursday-Materials/AS-22-Qu-AutoSpear-Towards-Automatically-Bypassing-and-Inspecting-Web-Application-Firewalls.pdf},
  code = {https://github.com/u21h2/AutoSpear},
  selected = {true}
}

INFOCOM

MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection

Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, and Shouling Ji

In IEEE Conference on Computer Communications (INFOCOM) May 2022

Bib HTML Code CCF-A 会议

@inproceedings{ling2022malgraph,
  title = {{MalGraph}: Hierarchical Graph Neural Networks for Robust Windows Malware Detection},
  author = {Ling, Xiang and Wu, Lingfei and Deng, Wei and Qu, Zhenqing and Zhang, Jiangyu and Zhang, Sheng and Ma, Tengfei and Wang, Bin and Wu, Chunming and Ji, Shouling},
  booktitle = {IEEE Conference on Computer Communications (INFOCOM)},
  pages = {1998--2007},
  year = {2022},
  month = may,
  address = {Virtual Event},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {false},
  abbr = {INFOCOM},
  flag = {CCF-A 会议},
  html = {https://ieeexplore.ieee.org/document/9796786},
  code = {https://github.com/ryderling/MalGraph},
  selected = {true}
}

TOPS

EI-MTD: Moving Target Defense for Edge Intelligence against Adversarial Attacks

Yaguan Qian, Qiqi Shao, Jiamin Wang, Yankai Guo, Bin Wang, Zhaoquan Gu, Xiang Ling, and Chunming Wu

ACM Transactions on Privacy and Security (TOPS) May 2022

Bib HTML CCF-B 期刊

@article{qian2022EI,
  title = {EI-MTD: Moving Target Defense for Edge Intelligence against Adversarial Attacks},
  author = {Qian, Yaguan and Shao, Qiqi and Wang, Jiamin and Guo, Yankai and Wang, Bin and Gu, Zhaoquan and Ling, Xiang and Wu, Chunming},
  journal = {ACM Transactions on Privacy and Security (TOPS)},
  volumn = {25},
  pages = {2471--2566},
  publisher = {IEEE},
  year = {2022},
  bibtex_show = {true},
  corr = {true},
  abbr = {TOPS},
  flag = {CCF-B 期刊},
  html = {https://dl.acm.org/doi/10.1145/3517806},
  selected = {false}
}

软件学报

基于云边融合的两阶段对抗知识迁移

钱亚冠, 马骏, 何念念, 王滨, 顾钊铨, 凌祥, and Wassim Swaileh

软件学报 May 2022

Bib HTML CCF-T1 期刊

@article{qian2022chinese,
  title = {基于云边融合的两阶段对抗知识迁移},
  author = {钱亚冠 and 马骏 and 何念念 and 王滨 and 顾钊铨 and <em><b>凌祥</b></em> and Swaileh, Wassim},
  journal = {软件学报},
  volumn = {33},
  pages = {4504--4516},
  publisher = {科学出版社},
  year = {2022},
  bibtex_show = {true},
  corr = {true},
  abbr = {软件学报},
  flag = {CCF-T1 期刊},
  html = {https://jos.org.cn/jos/article/abstract/6352},
  selected = {false}
}

BOOK

Graph Neural Networks: Graph Matching

Xiang Ling, Lingfei Wu, Chunming Wu, and Shouling Ji

May 2022

Bib HTML Website

@article{GNNBook-ch13-ling,
  author = {Ling, Xiang and Wu, Lingfei and Wu, Chunming and Ji, Shouling},
  title = {Graph Neural Networks: Graph Matching},
  editor = {Wu, Lingfei and Cui, Peng and Pei, Jian and Zhao, Liang},
  booktitle = {Graph Neural Networks: Foundations, Frontiers, and Applications},
  publisher = {Springer},
  address = {Singapore},
  year = {2022},
  pages = {277--295},
  chapter = {13},
  bibtex_show = {true},
  corr = {true},
  abbr = {BOOK},
  html = {https://link.springer.com/book/10.1007/978-981-16-6054-2},
  website = {https://graph-neural-networks.github.io/index.html},
  selected = {false}
}

2021

TKDD

Deep Graph Matching and Searching for Semantic Code Retrieval

Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X Liu, Chunming Wu, and Shouling Ji

ACM Transactions on Knowledge Discovery from Data (TKDD) May 2021

arXiv Bib HTML Code CCF-B 期刊

@article{ling2021deep,
  title = {Deep Graph Matching and Searching for Semantic Code Retrieval},
  author = {Ling, Xiang and Wu, Lingfei and Wang, Saizhuo and Pan, Gaoning and Ma, Tengfei and Xu, Fangli and Liu, Alex X and Wu, Chunming and Ji, Shouling},
  journal = {ACM Transactions on Knowledge Discovery from Data (TKDD)},
  year = {2021},
  volume = {15},
  number = {5},
  pages = {88:1--88:21},
  publisher = {ACM},
  bibtex_show = {true},
  corr = {true},
  abbr = {TKDD},
  flag = {CCF-B 期刊},
  arxiv = {2010.12908},
  html = {https://dl.acm.org/doi/abs/10.1145/3447571},
  code = {https://github.com/ryderling/DGMS},
  selected = {false}
}

2019

S&P

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li, and Ting Wang

In IEEE Symposium on Security and Privacy (IEEE S&P, Oakland) May 2019

Bib HTML Code CCF-A 会议

@inproceedings{ling2019deepsec,
  title = {{DEEPSEC}: A Uniform Platform for Security Analysis of Deep Learning Model},
  author = {Ling, Xiang and Ji, Shouling and Zou, Jiaxu and Wang, Jiannan and Wu, Chunming and Li, Bo and Wang, Ting},
  booktitle = {IEEE Symposium on Security and Privacy (IEEE S&P, Oakland)},
  pages = {673--690},
  year = {2019},
  month = may,
  address = {San Francisco, USA},
  publisher = {IEEE},
  bibtex_show = {true},
  corr = {true},
  abbr = {S&P},
  flag = {CCF-A 会议},
  html = {https://ieeexplore.ieee.org/document/8835375},
  code = {https://github.com/ryderling/DEEPSEC},
  selected = {true}
}

2018

CCCF

面向深度学习系统的对抗样本攻击与防御

凌祥, 纪守领, and 任奎

中国计算机学会通讯 (Communications of the CCF, CCCF) May 2018

Bib HTML

@article{ling2018cccf,
  title = {面向深度学习系统的对抗样本攻击与防御},
  author = {<b><em>凌祥</em></b> and 纪守领 and 任奎},
  journal = {中国计算机学会通讯 (Communications of the CCF, CCCF)},
  year = {2018},
  momth = {},
  volume = {14},
  number = {6},
  pages = {11--17},
  publisher = {中国计算机学会},
  bibtex_show = {true},
  corr = {true},
  abbr = {CCCF},
  html = {https://dl.ccf.org.cn/article/articleDetail.html?type=xhtx_thesis&_ack=1&id=3933771557849088},
  selected = {false}
}

2017

Securecomm

H₂DoS: An Application-Layer DoS Attack Towards HTTP/2 Protocol

Xiang Ling, Chunming Wu, Shouling Ji, and Meng Han

In International Conference on Security and Privacy in Communication Systems (Securecomm) Oct 2017

Bib HTML CCF-C 会议

@inproceedings{ling2017h2dos,
  title = {H<sub>2</sub>DoS: An Application-Layer DoS Attack Towards HTTP/2 Protocol},
  author = {Ling, Xiang and Wu, Chunming and Ji, Shouling and Han, Meng},
  booktitle = {International Conference on Security and Privacy in Communication Systems (Securecomm)},
  pages = {550--570},
  year = {2017},
  month = oct,
  address = {Niagara Falls, Canada},
  publisher = {Springer},
  bibtex_show = {true},
  corr = {true},
  abbr = {Securecomm},
  flag = {CCF-C 会议},
  html = {https://link.springer.com/chapter/10.1007/978-3-319-78813-5_28},
  selected = {false}
}