Guozhu Meng

According to our database, Guozhu Meng authored at least 69 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Revealing the exploitability of heap overflow through PoC analysis.

Qintao Shen, Guozhu Meng, Kai Chen

Cybersecur., December, 2024

A Survey on Physical Adversarial Attacks against Face Recognition Systems.

Mingsi Wang, Jiachen Zhou, Tianlin Li, Guozhu Meng, Kai Chen

CoRR, 2024

Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities.

Xiangping Chen, Xing Hu, Yuan Huang, He Jiang, Weixing Ji, Yanjie Jiang, Yanyan Jiang, Bo Liu, Hui Liu, Xiaochen Li, Xiaoli Lian, Guozhu Meng, Xin Peng, Hailong Sun, Lin Shi, Bo Wang, Chong Wang, Jiayi Wang, Tiantian Wang, Jifeng Xuan, Xin Xia, Yibiao Yang, Yixin Yang, Li Zhang, Yuming Zhou, Lu Zhang

CoRR, 2024

Dormant: Defending against Pose-driven Human Image Animation.

Jiachen Zhou, Mingsi Wang, Tianlin Li, Guozhu Meng, Kai Chen

CoRR, 2024

AuthNet: Neural Network with Integrated Authentication Logic.

Yuling Cai, Fan Xiang, Guozhu Meng, Yinzhi Cao, Kai Chen

CoRR, 2024

Evaluating Decision Optimality of Autonomous Driving via Metamorphic Testing.

Mingfei Cheng, Yuan Zhou, Xiaofei Xie, Junjie Wang, Guozhu Meng, Kairui Yang

CoRR, 2024

Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction.

Tong Liu, Yingjie Zhang, Zhe Zhao, Yinpeng Dong, Guozhu Meng, Kai Chen

Proceedings of the 33rd USENIX Security Symposium, 2024

SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-Supervised Learning.

Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

Demystifying RCE Vulnerabilities in LLM-Integrated Apps.

Tong Liu, Zizhuang Deng, Guozhu Meng, Yuekang Li, Kai Chen

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models.

Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Are our clone detectors good enough? An empirical study of code effects by obfuscation.

Weihao Huang, Guozhu Meng, Chaoyang Lin, Qiucun Yan, Kai Chen, Zhuo Ma

Cybersecur., December, 2023

SkillSim: voice apps similarity detection.

Zhixiu Guo, Ruigang Liang, Guozhu Meng, Kai Chen

Cybersecur., December, 2023

GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search.

Shangqing Liu, Xiaofei Xie, Jing Kai Siow, Lei Ma, Guozhu Meng, Yang Liu

IEEE Trans. Software Eng., April, 2023

ConFL: Constraint-guided Fuzzing for Machine Learning Framework.

Zhao Liu, Quanchen Zou, Tian Yu, Xuan Wang, Guozhu Meng, Kai Chen, Deyue Zhang

CoRR, 2023

Aliasing Backdoor Attacks on Pre-trained Models.

Cheng'an Wei, Yeonjoon Lee, Kai Chen, Guozhu Meng, Peizhuo Lv

Proceedings of the 32nd USENIX Security Symposium, 2023

Differential Testing of Cross Deep Learning Framework APIs: Revealing Inconsistencies and Vulnerabilities.

Zizhuang Deng, Guozhu Meng, Kai Chen, Tong Liu, Lu Xiang, Chunyang Chen

Proceedings of the 32nd USENIX Security Symposium, 2023

Fairness via Group Contribution Matching.

Tianlin Li, Zhiming Li, Anran Li, Mengnan Du, Aishan Liu, Qing Guo, Guozhu Meng, Yang Liu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

ContraBERT: Enhancing Code Pre-trained Models via Contrastive Learning.

Shangqing Liu, Bozhi Wu, Xiaofei Xie, Guozhu Meng, Yang Liu

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

FMDiv: Functional Module Division on Binary Malware for Accurate Malicious Code Localization.

Weihao Huang, Chaoyang Lin, Qiucun Yan, Lu Xiang, Zhiyu Zhang, Guozhu Meng, Kai Chen

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing.

Jinwen He, Kai Chen, Guozhu Meng, Jiangshan Zhang, Congyi Li

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Towards Security Threats of Deep Learning Systems: A Survey.

Yingzhe He, Guozhu Meng, Kai Chen, Xingbo Hu, Jinwen He

IEEE Trans. Software Eng., 2022

MalRadar: Demystifying Android Malware in the New Era.

Liu Wang, Haoyu Wang, Ren He, Ran Tao, Guozhu Meng, Xiapu Luo, Xuanzhe Liu

Proc. ACM Meas. Anal. Comput. Syst., 2022

The inconsistency of documentation: a study of online C standard library documents.

Ruishi Li, Yunfei Yang, Jinghua Liu, Peiwei Hu, Guozhu Meng

Cybersecur., 2022

Learning Program Semantics with Code Representations: An Empirical Study.

Jing Kai Siow, Shangqing Liu, Xiaofei Xie, Guozhu Meng, Yang Liu

Proceedings of the IEEE International Conference on Software Analysis, 2022

TraceDroid: A Robust Network Traffic Analysis Framework for Privacy Leakage in Android Apps.

Huajun Cui, Guozhu Meng, Yan Zhang, Weiping Wang, Dali Zhu, Ting Su, Xiaodong Zhang, Yuejun Li

Proceedings of the Science of Cyber Security - 4th International Conference, 2022

TransRepair: Context-aware Program Repair for Compilation Errors.

Xueyang Li, Shangqing Liu, Ruitao Feng, Guozhu Meng, Xiaofei Xie, Kai Chen, Yang Liu

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Message from the RAIS 2022 Chairs.

Yan-Fu Li, Yinxing Xue, Lei Ma, Shengjian Guo, Guozhu Meng

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

Automated Privacy Network Traffic Detection via Self-labeling and Learning.

Yuejun Li, Huajun Cui, Jiyan Sun, Yan Zhang, Yueqi Li, Guozhu Meng, Weiping Wang

Proceedings of the IEEE Symposium on Computers and Communications, 2022

LibHunter: An Unsupervised Approach for Third-party Library Detection without Prior Knowledge.

Huajun Cui, Guozhu Meng, Yueqi Li, Yuejun Li, Yan Zhang, Jiyan Sun, Dali Zhu, Weiping Wang

Proceedings of the IEEE Symposium on Computers and Communications, 2022

Detecting API Missing-Check Bugs Through Complete Cross Checking of Erroneous Returns.

Qintao Shen, Hongyu Sun, Guozhu Meng, Kai Chen, Yuqing Zhang

Proceedings of the Information Security and Cryptology - 18th International Conference, 2022

Understanding Real-world Threats to Deep Learning Models in Android Apps.

Zizhuang Deng, Kai Chen, Guozhu Meng, Xiaodong Zhang, Ke Xu, Yao Cheng

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

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

IEEE Trans. Inf. Forensics Secur., 2021

DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks.

Yingzhe He, Guozhu Meng, Kai Chen, Jinwen He, Xingbo Hu

CoRR, 2021

SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization.

Dongsong Yu, Guangliang Yang, Guozhu Meng, Xiaorui Gong, Xiu Zhang, Xiaobo Xiang, Xiaoyu Wang, Yue Jiang, Kai Chen, Wei Zou, Wenke Lee, Wenchang Shi

Proceedings of the WWW '21: The Web Conference 2021, 2021

Have You been Properly Notified? Automatic Compliance Analysis of Privacy Policy Text with GDPR Article 13.

Shuang Liu, Baiyang Zhao, Renjie Guo, Guozhu Meng, Fan Zhang, Meishan Zhang

Proceedings of the WWW '21: The Web Conference 2021, 2021

DRMI: A Dataset Reduction Technology based on Mutual Information for Black-box Attacks.

Yingzhe He, Guozhu Meng, Kai Chen, Xingbo Hu, Jinwen He

Proceedings of the 30th USENIX Security Symposium, 2021

Vall-nut: Principled Anti-Grey box - Fuzzing.

Yuekang Li, Guozhu Meng, Jun Xu, Cen Zhang, Hongxu Chen, Xiaofei Xie, Haijun Wang, Yang Liu

Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Why is Your Trojan NOT Responding? A Quantitative Analysis of Failures in Backdoor Attacks of Neural Networks.

Xingbo Hu, Yibing Lan, Ruimin Gao, Guozhu Meng, Kai Chen

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

2020

Large-Scale Empirical Studies on Effort-Aware Security Vulnerability Prediction Methods.

Xiang Chen, Yingquan Zhao, Zhanqi Cui, Guozhu Meng, Yang Liu, Zan Wang

IEEE Trans. Reliab., 2020

A3Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps.

Wei Wang, Guozhu Meng, Haoyu Wang, Kai Chen, Weimin Ge, Xiaohong Li

CoRR, 2020

A³Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps.

Wei Wang, Guozhu Meng, Haoyu Wang, Kai Chen, Weimin Ge, Xiaohong Li

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

A large-scale empirical study on vulnerability distribution within projects and the lessons learned.

Bingchang Liu, Guozhu Meng, Wei Zou, Qi Gong, Feng Li, Min Lin, Dandan Sun, Wei Huo, Chao Zhang

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

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

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

Securing Android App Markets via Modeling and Predicting Malware Spread Between Markets.

Guozhu Meng, Matthew Patrick, Yinxing Xue, Yang Liu, Jie Zhang

IEEE Trans. Inf. Forensics Secur., 2019

Towards Privacy and Security of Deep Learning Systems: A Survey.

Yingzhe He, Guozhu Meng, Kai Chen, Xingbo Hu, Jinwen He

CoRR, 2019

Securing android applications via edge assistant third-party library detection.

Zhushou Tang, Minhui Xue, Guozhu Meng, Chengguo Ying, Yugeng Liu, Jianan He, Haojin Zhu, Yang Liu

Comput. Secur., 2019

Characterizing Android App Signing Issues.

Haoyu Wang, Hongxuan Liu, Xusheng Xiao, Guozhu Meng, Yao Guo

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Learning Performance Optimization from Code Changes for Android Apps.

Ruitao Feng, Guozhu Meng, Xiaofei Xie, Ting Su, Yang Liu, Shang-Wei Lin

Proceedings of the 2019 IEEE International Conference on Software Testing, 2019

MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform.

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

Proceedings of the 24th International Conference on Engineering of Complex Computer Systems, 2019

RoLMA: A Practical Adversarial Attack Against Deep Learning-Based LPR Systems.

Mingming Zha, Guozhu Meng, Chaoyang Lin, Zhe Zhou, Kai Chen

Proceedings of the Information Security and Cryptology - 15th International Conference, 2019

2018

DroidEcho: an in-depth dissection of malicious behaviors in Android applications.

Guozhu Meng, Ruitao Feng, Guangdong Bai, Kai Chen, Yang Liu

Cybersecur., 2018

AUSERA: Large-Scale Automated Security Risk Assessment of Global Mobile Banking Apps.

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

CoRR, 2018

Are mobile banking apps secure? what can be improved?

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

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Efficiently manifesting asynchronous programming errors in Android apps.

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

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 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

Proceedings of the 40th International Conference on Software Engineering, 2018

From UI design image to GUI skeleton: a neural machine translator to bootstrap mobile GUI implementation.

Chunyang Chen, Ting Su, Guozhu Meng, Zhenchang Xing, Yang Liu

Proceedings of the 40th International Conference on Software Engineering, 2018

SoProtector: Securing Native C/C++ Libraries for Mobile Applications.

Ning Zhang, Guangquan Xu, Guozhu Meng, Xi Zheng

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

2017

A semantic-based analysis of Android malware for detection, generation, and trend analysis

Guozhu Meng

PhD thesis, 2017

Battery-Aware Mobile Data Service.

Liang He, Guozhu Meng, Yu Gu, Cong Liu, Jun Sun, Ting Zhu, Yang Liu, Kang G. Shin

IEEE Trans. Mob. Comput., 2017

Auditing Anti-Malware Tools by Evolving Android Malware and Dynamic Loading Technique.

Yinxing Xue, Guozhu Meng, Yang Liu, Tian Huat Tan, Hongxu Chen, Jun Sun, Jie Zhang

IEEE Trans. Inf. Forensics Secur., 2017

AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis.

Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu

CoRR, 2017

Guided, stochastic model-based GUI testing of Android apps.

Ting Su, Guozhu Meng, Yuting Chen, Ke Wu, Weiming Yang, Yao Yao, Geguang Pu, Yang Liu, Zhendong Su

Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Mining implicit design templates for actionable code reuse.

Yun Lin, Guozhu Meng, Yinxing Xue, Zhenchang Xing, Jun Sun, Xin Peng, Yang Liu, Wenyun Zhao, Jin Song Dong

Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

Battery state-of-health estimation for mobile devices.

Liang He, Eugene Kim, Kang G. Shin, Guozhu Meng, Tian He

Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

2016

Semantic modelling of Android malware for effective malware comprehension, detection, and classification.

Guozhu Meng, Yinxing Xue, Zhengzi Xu, Yang Liu, Jie Zhang, Annamalai Narayanan

Proceedings of the 25th International Symposium on Software Testing and Analysis, 2016

Contextual Weisfeiler-Lehman graph kernel for malware detection.

Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Mystique: Evolving Android Malware for Auditing Anti-Malware Tools.

Guozhu Meng, Yinxing Xue, Mahinthan Chandramohan, Annamalai Narayanan, Yang Liu, Jie Zhang, Tieming Chen

Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016

2015

Collaborative Security: A Survey and Taxonomy.

Guozhu Meng, Yang Liu, Jie Zhang, Alexander Pokluda, Raouf Boutaba

ACM Comput. Surv., 2015

2013

AUTHSCAN: Automatic Extraction of Web Authentication Protocols from Implementations.

Guangdong Bai, Jike Lei, Guozhu Meng, Sai Sathyanarayan Venkatraman, Prateek Saxena, Jun Sun, Yang Liu, Jin Song Dong

Proceedings of the 20th Annual Network and Distributed System Security Symposium, 2013