孟国柱 - 中国科学院大学 - 网络空间安全学院

个人简介

招生专业 083900-网络空间安全招生方向人工智能安全，移动安全，大数据安全，漏洞挖掘教育背景 2013-01--2017-06 新加坡南洋理工大学博士研究生 2009-09--2012-06 天津大学硕士研究生 2005-09--2009-06 天津大学学士工作简历 2018-09~现在, 中国科学院信息工程研究所, 副研究员教授课程人工智能安全文献阅读移动安全与测评对抗机器学习奖励信息（1）天津市科技进步一等奖, 一等奖, 省级, 2020 （2） ACM SIGSAC中国科技新星, 一等奖, 专项, 2019 （3） ACM SIGSOFT ICSE最佳论文奖, 一等奖, 其他, 2018 （4）信息安全国家重点实验室最佳论文奖, 一等奖, 其他, 2018 （5）信工所重大科技进展奖, 一等奖, 研究所（学校）, 2018 科研项目（ 1 ）基于智能化方法的代码安全加固技术研究, 主持, 国家级, 2020-01--2022-12 （ 2 ） CCF-腾讯犀牛鸟科研基金, 主持, 院级, 2020-10--2021-10 （ 3 ）基于人工智能的漏洞检测研究, 主持, 国家级, 2020-07--2023-07 （ 4 ）云环境下恶意文件精准识别、分析和风险评估方法的研究, 主持, 院级, 2021-01--2021-12

研究领域

移动安全、数据驱动安全、漏洞挖掘与修复、人工智能安全

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

（1） SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization, 30th The Web Conference (WWW, CCF-A), 2021, 通讯作者（2） Have You been Properly Notified? Automatic Compliance Analysis of Privacy Policy Text with GDPR Article 13, 30th The Web Conference (WWW, CCF-A), 2021, 第 4 作者（3） DRMI: A Dataset Reduction Technology based on Mutual Information for Black-box Attacks, The 30th USENIX Security Symposium (CCF-A), 2021, 通讯作者（4） A Large-Scale Empirical Study on Vulnerability Distribution within Projects and the Lessons Learned, The 42th International Conference on Software Engineering (ICSE, CCF-A), 2020, 通讯作者（5） An Empirical Assessment of Security Risks of Global Android Banking Apps, The 42th International Conference on Software Engineering (ICSE, CCF-A), 2020, 第 3 作者（6） Towards Security Threats of Deep Learning Systems: A Survey, IEEE Transactions on Software Engineering (TSE, CCF-A), 2020, 通讯作者（7） A3IDENT: A Two-phased Approach to Identify the Leading Authors of Android Apps, 36th IEEE International Conference on Software Maintenance and Evolution (ICSME, CCF-B), 2020, 第 1 作者（8） A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2020, 第 4 作者（9） Characterizing Android App Signing Issues, Proceedings of the 34th ACM/IEEE International Conference on Automated Software Engineering (ASE, CCF-A), 2019, 第 4 作者（10）机器学习系统的隐私和安全问题综述, 计算机研究与发展, 2019, 通讯作者（11） MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform, Proceedings of the 24th International Conference on Engineering of Complex Computer Systems (ICECCS), 2019, 第 5 作者（12） RoLMA: A Practical Adversarial Attack against Deep Learning-based LPR Systems, The 15th International Conference on Information Security and Cryptology, 2019, 通讯作者（13） Securing Android Applications via Edge Assistant Third-party Library Detection, Computer & Security (CCF-B), 2019, 第 3 作者（14） Securing Android App Markets via Modelling and Predicting Malware Spread between Markets, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2019, 第 1 作者（15） From UI Design Image to GUI Skeleton: A Neural Machine Translator to Bootstrap Mobile GUI Implementation, The 40th International Conference on Software Engineering (ICSE, CCF-A), 2018, 通讯作者（16） DroidEcho: An In-depth Dissection of Malicious Behaviors in Android Applications, Cybersecurity, 2018, 第 1 作者（17） Efficiently Manifesting Asynchronous Programming Errors in Android Apps, The 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE, CCF-A), 2018, 第 4 作者（18） Large-Scale Analysis of Framework-Specific Exceptions in Android Apps, The 40th International Conference on Software Engineering (ICSE, CCF-A), 2018, 第 4 作者（19） Battery-Aware Mobile Data Service, IEEE Transactions on Mobile Computing (TMC, CCF-A), 2017, 第 2 作者（20） Auditing Anti-Malware Tools by Evolving Android Malware and Dynamic Loading Technique, IEEE Transactions on Information Forensics and Security (TIFS, CCF-A), 2017, 通讯作者（21） Mining Implicit Design Templates for Actionable Code Reuse, The 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE, CCF-A), 2017, 第 2 作者（22） Guided, Stochastic Model-Based GUI Testing of Android Apps, 11th Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE) (CCF-A), 2017, 第 2 作者（23） Semantic Modelling of Android Malware for Effective Malware Comprehension, Detection, and Classification, The International Symposium on Software Testing and Analysis (ISSTA, CCF-A), 2016, 第 1 作者（24） Mystique: Evolving Android Malware for Auditing Anti-Malware Tools, ACM Asia Conference on Computer and Communications Security (AsiaCCS), 2016, 第 1 作者（25） Collaborative Security: A Survey and Taxonomy, ACM Computing Surveys (Highest Ranked Journal in CS), 2015, 第 1 作者（26） AuthScan: Automatic Extraction of Web Authentication Protocols from Implementations, 20th Annual Network and Distributed System Security Symposium (NDSS, CCF-B), 2013, 第 3 作者