百晓学者学者目录

陈森

副教授、副研究员、博士生导师、教授、研究员、硕士生导师、讲师,南开大学

精选作品

期刊论文

2026

“方班”模式下南开软件安全团队研究生培养探索

陈森,范玲玲,李同,贾岩,刘哲理

《计算机教育》

2026

One Is Not Enough: The Untold Story of Multiple Security Patches for One Vulnerability

Fang-Yuan Zhang, Lyuye Zhang, Ling-Ling Fan, Cheng-Wei Liu, Yi-Nan Li, Liang Huang, Yang Liu, Zhe-Li Liu, Sen Chen

Proceedings of the 41st IEEE/ACM International Conference on Automated Software Engineering

2026

Scratching the Iceberg: Unveiling the Outdated Third-Party Native Libraries in Android Apps

Shiyang Zhang, Cheng-Wei Liu, Sen Chen, Lyuye Zhang, Yang Liu

IEEE International Conference on Software Analysis, Evolution, and Reengineering

2026

Vulnerability Proof-of-Concepts in Software Supply Chain: Real-World Usage Scenarios from the Perspective of Migration

Wen-Jing Dang, Xiao-Hong Li, Sen Chen

Proceedings of the 2nd International Workshop on Software Genomics

2026

Towards Understanding and Characterizing Vulnerabilities in Intelligent Connected Vehicles through Real-World Exploits

Yue-Lin Wang, Yu-Qiao Ning, Yan-Bang Sun, Xiao-Fei Xie, Zhi-Hua Xie, Yang Chen, Zhen Guo, Shi-Hao Xue, Jun-Jie Wang, Sen Chen

Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering

2026

Knowledge is Power: A Knowledge Graph-Based Approach for Mobile Malware Traceability Analysis

Yao Zhang, Guang-Quan Xu, Ruitao Feng, Xiao-Hong Li, Sen Chen, Zhen-Chang Xing, Yude Bai, Yongqiang Lyu, Wei Gong, Xi-Bin Zhao

IEEE Transactions on Mobile Computing

2026

From Signals to Behaviors: Evidence-Based Android Malware Detection

Shi-Wen Song, Yiheng Xiong, Sen Chen, Xiao-Fei Xie

arXiv.org

2026

Seeing the Forest: A Taxonomy-Guided Analysis and Improvement of Malicious PyPI Package Detectors

Zibo Liu, Junjie Wang, Sen Chen

2026

GadgetHunter: Region-Based Neuro-symbolic Detection of Java Deserialization Vulnerabilities

Kaixuan Li, Jian Zhang, Chong Wang, Sen Chen, Zong Cao, Min Zhang, Yang Liu

Proceedings of the ACM on software engineering.

2025

VFArchē: A Dual-Mode Framework for Locating Vulnerable Functions in Open-Source Software

Lyuye Zhang, Jian Zhang, Kai-Xuan Li, Chong Wang, Cheng-Wei Liu, Jia-Hui Wu, Sen Chen, Yaowen Zheng, Yang Liu

arXiv.org

2025

Drop the Golden Apples: Identifying Third-Party Reuse by DB-Less Software Composition Analysis

Lyuye Zhang, Chengwei Liu, Jiahui Wu, Shuguang ZHANG, Chengyue Liu, Zhengzi Xu, Sen Chen, Yang Liu

2025

JC-Finder: Detecting Java Clone-based Third-Party Library by Class-level Tree Analysis

Li-Da Zhao, Chao-Fan Li, Yue-Ming Wu, Lyuye Zhang, Jia-Hui Wu, Cheng-Wei Liu, Sen Chen, Yu-Tao Hu, Zheng-Zi Xu, Yi Liu, Jing-Quan Ge, Jun Sun, Yang Liu

arXiv.org

2025

Towards Unveiling Vulnerability Remediation Tactics from OSS Community

Lyuye Zhang, Jia-Hui Wu, Cheng-Wei Liu, Kai-Xuan Li, Sen Chen, Yang Liu

APR

2025

DroidNative: A Greedy-Constructed Large-Scale Indexing for Android Native Libraries

Shiyang Zhang, Cheng-Wei Liu, Sen Chen, Lyuye Zhang, Yang Liu

2025 40th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW)

2025

Dissecting Global Search: A Simple Yet Effective Method to Boost Individual Discrimination Testing and Repair

Li-Li Quan, Tian-Lin Li, Xiaofei Xie, Zhenpeng Chen, Sen Chen, Lingxiao Jiang, Xiao-Hong Li

International Conference on Software Engineering

2025

FCGHunter: Towards Evaluating Robustness of Graph-Based Android Malware Detection

Shi-Wen Song, Xiao-Fei Xie, Ruitao Feng, Qi Guo, Sen Chen

IEEE Transactions on Software Engineering

2025

TensorJSFuzz: Effective Testing of Web-Based Deep Learning Frameworks via Input-Constraint Extraction

Li-Li Quan, Xiao-Fei Xie, Qianyu Guo, Lingxiao Jiang, Sen Chen, Jun-Jie Wang, Xiao-Hong Li

The Web Conference

2025

ForeDroid: Scenario-Aware Analysis for Android Malware Detection and Explanation

Jiaming Li, Sen Chen, Chunlian Wu, Yuxin Zhang, Lingling Fan

ACM SIGSAC Conference on Computer and Communications Security (CCS)

2025

Aligning Core Aspects: Improving Vulnerability Proof-of-Concepts via Cross-Source Insights

Lingxiao Wang, Wenjing Dang, Mengyao Zhao, Yue Wang, Xingkuan Wu, Sen Chen

2025

Large Language Model Supply Chain: Open Problems From the Security Perspective

Qiang Hu, Xiaofei Xie, Sen Chen, Lili Quan, Lei Ma

ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)

2025

Calmdroid: Core-Set Based Active Learning for Multi-Label Android Malware Detection

Minhong Dong, Liyuan Liu, Mengting Zhang, Sen Chen, Wenying He, Ze Wang, Yude Bai

IEEE/ACM International Conference on Program Comprehension (ICPC)

2025

Beyond Decision: Android Malware Description Generation through Profiling Malicious Behavior Trajectory

Chunlian Wu, Sen Chen, Jiaming Li, Renchao Chai, Lingling Fan, Xiaofei Xie, Ruitao Feng

ACM Transactions on Software Engineering and Methodology

2024

面向漏洞检测的代码表征及表示学习技术研究

陈森

《哈尔滨工程大学》

2024

Unmasking the Lurking: Malicious Behavior Detection for IoT Malware with Multi-label Classification

Ruitao Feng, Sen Li, Sen Chen, Meng-Meng Ge, Xue-Wei Li, Xiao-Hong Li

ACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems

2024

Bugs in Pods: Understanding Bugs in Container Runtime Systems

Jiongchi Yu, Xiao-Fei Xie, Cen Zhang, Sen Chen, Yue-Kang Li, Wenbo Shen

International Symposium on Software Testing and Analysis

2024

PatchFinder: A Two-Phase Approach to Security Patch Tracing for Disclosed Vulnerabilities in Open-Source Software

Kai-Jing Li, Jian Zhang, Sen Chen, Han Liu, Yang Liu, Yi-Xiang Chen

International Symposium on Software Testing and Analysis

2024

Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We?

Kai-Xuan Li, Yue Xue, Sen Chen, Han Liu, Kairan Sun, Ming Hu, Haijun Wang, Yang Liu, Yi-Xiang Chen

Proc. ACM Softw. Eng.

2024

DeepFWI: Identifying Bug-Sensitive Warnings With Multi-Modal Code-Warning Semantics

Han Liu, Jian Zhang, Cen Zhang, Xiaohan Zhang, Kai-Xuan Li, Sen Chen, Shang-Wei Lin, Yi-Xiang Chen, Xing-Hua Li, Yang Liu

IEEE Transactions on Software Engineering

2024

Behavior Speaks Louder: Rethinking Malware Analysis Beyond Family Classification

Fei Zhang, Xiaohong Li, Sen Chen, Ruitao Feng

International Conference on Trust, Security and Privacy in Computing and Communications

2023

EndWatch: A Practical Method for Detecting Non-Termination in Real-World Software

Yao Zhang, Xiao-Fei Xie, Yi Li, Sen Chen, Cen Zhang, Xiao-Hong Li

International Conference on Automated Software Engineering

2023

Comparison and Evaluation on Static Application Security Testing (SAST) Tools for Java

Kai-Xuan Li, Sen Chen, Ling-Ling Fan, Ruitao Feng, Han Liu, Cheng-Wei Liu, Yang Liu, Yi-Xiang Chen

ESEC/SIGSOFT FSE

2023

Software Composition Analysis for Vulnerability Detection: An Empirical Study on Java Projects

Li-Da Zhao, Sen Chen, Zheng-Zi Xu, Cheng-Wei Liu, Lyuye Zhang, Jia-Hui Wu, Jun Sun, Yang Liu

ESEC/SIGSOFT FSE

2019

基于深度神经网络的网络安全态势感知技术研究

陈森

《重庆邮电大学》

2019

基于NAWL-ILSTM的网络安全态势预测方法

朱江,陈森

《计算机科学》

2017

廓清网络安全残缺认知 务实推进网络国防建设

陈森

《现代军事》

2011

基于平行控制的信息安全管理措施仿真与优化

王鹏,陈森

《自动化学报》

预印本

2025

Real-World Usability of Vulnerability Proof-of-Concepts: A Comprehensive Study

Wenjing Dang, Kaixuan Li, Sen Chen, Zhenwei Zhuo, Lyuye Zhang, Zheli Liu

arXiv preprint

2025

Understanding the Supply Chain and Risks of Large Language Model Applications

Yujie Ma, Lili Quan, Xiaofei Xie, Qiang Hu, Jiongchi Yu, Yao Zhang, Sen Chen

arXiv preprint

2025

A Systematic Study on Generating Web Vulnerability Proof-of-Concepts Using Large Language Models

Mengyao Zhao, Kaixuan Li, Lyuye Zhang, Wenjing Dang, Chenggong Ding, Sen Chen, Zheli Liu

arXiv preprint

2024

A Comprehensive Study on Static Application Security Testing (SAST) Tools for Android

Jingyun Zhu, Kaixuan Li, Sen Chen, Lingling Fan, Junjie Wang, Xiaofei Xie

arXiv preprint

2024

Multi-label Classification for Android Malware Based on Active Learning

Qijing Qiao, Ruitao Feng, Sen Chen, Fei Zhang, Xiaohong Li

arXiv preprint

2024

Does the Vulnerability Threaten Our Projects? Automated Vulnerable API Detection for Third-Party Libraries

Fangyuan Zhang, Lingling Fan, Sen Chen, Miaoying Cai, Sihan Xu, Lida Zhao

arXiv preprint

2023

Scene-Driven Exploration and GUI Modeling for Android Apps

Xiangyu Zhang, Lingling Fan, Sen Chen, Yucheng Su, Boyuan Li

arXiv preprint

2023

Automated and Context-Aware Repair of Color-Related Accessibility Issues for Android Apps

Yuxin Zhang, Sen Chen, Lingling Fan, Chunyang Chen, Xiaohong Li

arXiv preprint

2023

Compatible Remediation on Vulnerabilities from Third-Party Libraries for Java Projects

Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Lida Zhao, Jiahui Wu, Yang Liu

arXiv preprint

2023

A Comprehensive Study on Quality Assurance Tools for Java

Han Liu, Sen Chen, Ruitao Feng, Chengwei Liu, Kaixuan Li, Zhengzi Xu, Liming Nie, Yang Liu, Yixiang Chen

arXiv preprint

2023

A Comprehensive Empirical Study of Bugs in Open-Source Federated Learning Frameworks

Weijie Shao, Yuyang Gao, Fu Song, Sen Chen, Lingling Fan, JingZhu He

arXiv preprint

2023

Mitigating Persistence of Open-Source Vulnerabilities in Maven Ecosystem

Lyuye Zhang, Chengwei Liu, Sen Chen, Zhengzi Xu, Lingling Fan, Lida Zhao, Yiran Zhang, Yang Liu

arXiv preprint

2022

Automatically Distilling Storyboard with Rich Features for Android Apps

Sen Chen, Lingling Fan, Chunyang Chen, Yang Liu

arXiv preprint

2022

Accessible or Not? An Empirical Investigation of Android App Accessibility

Sen Chen, Chunyang Chen, Lingling Fan, Mingming Fan, Xian Zhan, Yang Liu

arXiv preprint

2022

AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems

Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu

arXiv preprint

2022

Has My Release Disobeyed Semantic Versioning? Static Detection Based on Semantic Differencing

Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu

arXiv preprint

2022

Towards Understanding the Faults of JavaScript-Based Deep Learning Systems

Lili Quan, Qianyu Guo, Xiaofei Xie, Sen Chen, Xiaohong Li, Yang Liu

arXiv preprint

2022

Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition

Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Feng Wang, Jiashui Wang

arXiv preprint

2022

Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem

Chengwei Liu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu, Xin Peng

arXiv preprint

2021

Research on Third-Party Libraries in AndroidApps: A Taxonomy and Systematic LiteratureReview

Xian Zhan, Tianming Liu, Lingling Fan, Li Li, Sen Chen, Xiapu Luo, Yang Liu

arXiv preprint

2021

ATVHunter: Reliable Version Detection of Third-Party Libraries for Vulnerability Identification in Android Applications

Xian Zhan, Lingling Fan, Sen Chen, Feng Wu, Tianming Liu, Xiapu Luo, Yang Liu

arXiv preprint

2021

SEC4SR: A Security Analysis Platform for Speaker Recognition

Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu

arXiv preprint

2020

Advanced Evasion Attacks and Mitigations on Practical ML-Based Phishing Website Classifiers

Yusi Lei, Sen Chen, Lingling Fan, Fu Song, Yang Liu

arXiv preprint

2020

Why an Android App is Classified as Malware? Towards Malware Classification Interpretation

Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu

arXiv preprint

2020

An Empirical Evaluation of GDPR Compliance Violations in Android mHealth Apps

Ming Fan, Le Yu, Sen Chen, Hao Zhou, Xiapu Luo, Shuyue Li, Yang Liu, Jun Liu, Ting Liu

arXiv preprint

2020

SeqMobile: A Sequence Based Efficient Android Malware Detection System Using RNN on Mobile Devices

Ruitao Feng, Jing Qiang Lim, Sen Chen, Shang-Wei Lin, Yang Liu

arXiv preprint

2020

A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices

Ruitao Feng, Sen Chen, Xiaofei Xie, Guozhu Meng, Shang-Wei Lin, Yang Liu

arXiv preprint

2019

A Large-Scale Empirical Study on Industrial Fake Apps

Chongbin Tang, Sen Chen, Lingling Fan, Lihua Xu, Yang Liu, Zhushou Tang, Liang Dou

arXiv preprint

2019

StoryDroid: Automated Generation of Storyboard for Android Apps

Sen Chen, Lingling Fan, Chunyang Chen, Ting Su, Wenhe Li, Yang Liu, Lihua Xu

arXiv preprint

2019

An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms

Qianyu Guo, Sen Chen, Xiaofei Xie, Lei Ma, Qiang Hu, Hongtao Liu, Yang Liu, Jianjun Zhao, Xiaohong Li

arXiv preprint

2019

CORE: Automating Review Recommendation for Code Changes

JingKai Siow, Cuiyun Gao, Lingling Fan, Sen Chen, Yang Liu

arXiv preprint

2019

Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems

Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, Yang Liu

arXiv preprint

2019

ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking

Shangqing Liu, Cuiyun Gao, Sen Chen, Lun Yiu Nie, Yang Liu

arXiv preprint

2018

Efficiently Manifesting Asynchronous Programming Errors in Android Apps

Lingling Fan, Ting Su, Sen Chen, Guozhu Meng, Yang Liu, Lihua Xu, Geguang Pu

arXiv preprint

2018

An Empirical Assessment of Security Risks of Global Android Banking Apps

Sen Chen, Lingling Fan, Guozhu Meng, Ting Su, Minhui Xue, Yinxing Xue, Yang Liu, Lihua Xu

arXiv preprint

2018

Large-Scale Analysis of Framework-Specific Exceptions in Android Apps

Lingling Fan, Ting Su, Sen Chen, Guozhu Meng, Yang Liu, Lihua Xu, Geguang Pu, Zhendong Su

arXiv preprint

2018

Secure Deep Learning Engineering: A Software Quality Assurance Perspective

Lei Ma, Felix Juefei-Xu, Minhui Xue, Qiang Hu, Sen Chen, Bo Li, Yang Liu, Jianjun Zhao, Jianxiong Yin, Simon See

arXiv preprint

2017

Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach

Sen Chen, Minhui Xue, Lingling Fan, Shuang Hao, Lihua Xu, Haojin Zhu, Bo Li

arXiv preprint

研究方向

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