| 2021 | 21st IEEE International Conference on Software Quality, Reliability and Security, QRS 2021, Hainan, China, December 6-10, 2021 |
| 2021 | A Deep Method Renaming Prediction and Refinement Approach for Java Projects. Jiahui Liang, Weiqin Zou, Jingxuan Zhang, Zhiqiu Huang, Chenxing Sun |
| 2021 | A Framework for Progressive Regression Testing PLC Programs. Zeyu Lu, Zhanquan Guo |
| 2021 | A K-means Improved CTGAN Oversampling Method for Data Imbalance Problem. Chunsheng An, Jingtong Sun, Yifeng Wang, Qingjie Wei |
| 2021 | A Novel API Recommendation Approach By Using Graph Attention Network. Zijie Chen, Tao Zhang, Xiao Peng |
| 2021 | A Novel Method to Prevent Multiple Withdraw Attack on ERC20 Tokens. Jin-lei Sun, Song Huang, Changyou Zheng, Meijuan Wang, Zhanwei Hui, Yixian Ding |
| 2021 | A Novel Tree-based Neural Network for Android Code Smells Detection. Jing Yu, Chenguang Mao, Xiaojun Ye |
| 2021 | A Possibilistic Evolutionary Approach to Handle the Uncertainty of Software Metrics Thresholds in Code Smells Detection. Sofien Boutaib, Maha Elarbi, Slim Bechikh, Fabio Palomba, Lamjed Ben Said |
| 2021 | A Protocol-based Intrusion Detection System using Dual Autoencoders. Yu-Lun Huang, Ching-Yu Hung, Hsiao-Te Hu |
| 2021 | A Simulation based Intelligent Analysis Framework of Aircraft Reliability, Resilience and Vulnerability. Qi Yao, Fuping Zeng, Yizhuo Zhang, Minghao Yang, Zhiyu Duan, Shunkun Yang |
| 2021 | A Tool to Support Vibration Testing Method for Automatic Test Case Generation and Test Result Analysis. Kenya Saiki, Shaoying Liu, Hiroyuki Okamura, Tadashi Dohi |
| 2021 | A preliminary investigation of developer profiles based on their activities and code quality: Who does what? Cristina Aguilera González, Laia Albors Zumel, Jesús Antoñanzas Acero, Valentina Lenarduzzi, Silverio Martínez-Fernández, Sonia Rabanaque Rodríguez |
| 2021 | ACLM: Software Aging Prediction of Virtual Machine Monitor Based on Attention Mechanism of CNN-LSTM Model. Xueyong Tan, Jing Liu |
| 2021 | AGFL: A Graph Convolutional Neural Network-Based Method for Fault Localization. Jie Qian, Xiaolin Ju, Xiang Chen, Hao Shen, Yiheng Shen |
| 2021 | Accept or Not? An Empirical Study on Analyzing the Factors that Affect the Outcomes of Modern Code Review? Dandan Wang, Qing Wang, Junjie Wang, Lin Shi |
| 2021 | An Effective Crowdsourced Test Report Clustering Model Based on Sentence Embedding. Hao Chen, Song Huang, Yuchan Liu, Run Luo, Yifei Xie |
| 2021 | An Efficient Network Intrusion Detection Model Based on Temporal Convolutional Networks. Jinfu Chen, Shang Yin, Saihua Cai, Chi Zhang, Yemin Yin, Ling Zhou |
| 2021 | An Empirical Study on Test Case Prioritization Metrics for Deep Neural Networks. Ying Shi, Beibei Yin, Zheng Zheng, Tiancheng Li |
| 2021 | An Incomplete Unsatisfiable Cores Extracting Algorithm to Promote Routing. Jianmin Zhang, Tiejun Li, Siqing Fu |
| 2021 | An Online Model Integration Framework for Server Resource Workload Prediction. Tong Xu, Hua Li, Yunfei Bai |
| 2021 | Analysis of Road Representations in Search-Based Testing of Autonomous Driving Systems. Ezequiel Castellano, Ahmet Cetinkaya, Paolo Arcaini |
| 2021 | Analyzing Software Security-related Size and its Relationship with Vulnerabilities in OSS. Elaine Venson, Ting Fung Lam, Bradford K. Clark, Barry W. Boehm |
| 2021 | Analyzing Structural Security Posture to Evaluate System Design Decisions. Joe Samuel, Jason Jaskolka, George O. M. Yee |
| 2021 | Analyzing the Impact of Cyberattacks on Industrial Control Systems using Timed Automata. Alvi Jawad, Jason Jaskolka |
| 2021 | Application of Combinatorial Testing to Quantum Programs. Xinyi Wang, Paolo Arcaini, Tao Yue, Shaukat Ali |
| 2021 | Applying a Deep-Learning Approach to Predict the Quality of Web Services. Siao-Fang Lin, Chin-Yu Huang, Neil C. Fang |
| 2021 | Are the Scala Checks Effective? Evaluating Checks with Real-world Projects. Xin Zhang, Jiwei Yan, Baoquan Cui, Jun Yan, Jian Zhang |
| 2021 | Automated Cause Analysis of Latency Outliers Using System-Level Dependency Graphs. Sneh Patel, Brendan Park, Naser Ezzati-Jivan, Quentin Fournier |
| 2021 | Automated Testing of Android Applications Integrating Residual Network and Deep Reinforcement Learning. Lizhi Cai, Jilong Wang, Mingang Cheng, Jin Wang |
| 2021 | Automatic Adaptation of Reliability and Performance Trade-Offs in Service- and Cloud-Based Dynamic Routing Architectures. Amirali Amiri, Uwe Zdun, André van Hoorn, Schahram Dustdar |
| 2021 | Automatic Identification of High Impact Bug Report by Test Smells of Textual Similar Bug Reports. Jianshu Ding, Guisheng Fan, Huiqun Yu, Zijie Huang |
| 2021 | CBFL: Improving Software Fault Localization by Analyzing Statement Complexity. Haoren Wang, Haochen Jin, Zhanqi Cui, Rongcun Wang |
| 2021 | CTSCOPY: Hunting Cyber Threats within Enterprise via Provenance Graph-based Analysis. Rui Mei, Han-Bing Yan, Zhihui Han, Jian-Chun Jiang |
| 2021 | ConLAR: Learning to Allocate Resources to Docker Containers under Time-Varying Workloads. Diwei Chen, Beijun Shen, Yuting Chen |
| 2021 | Confuzzion: A Java Virtual Machine Fuzzer for Type Confusion Vulnerabilities. William Bonnaventure, Ahmed Khanfir, Alexandre Bartel, Mike Papadakis, Yves Le Traon |
| 2021 | Cryptography Vulnerabilities on HackerOne. Mohammadreza Hazhirpasand, Mohammad Ghafari |
| 2021 | DG-Trans: Automatic Code Summarization via Dynamic Graph Attention-based Transformer. Jianwei Zeng, Tao Zhang, Zhou Xu |
| 2021 | DeepDetect: A Practical On-device Android Malware Detector. Saurabh Kumar, Debadatta Mishra, Biswabandan Panda, Sandeep Kumar Shukla |
| 2021 | DroidGamer: Android Game Testing with Operable Widget Recognition by Deep Learning. Bo Jiang, Wenlin Wei, Li Yi, W. K. Chan |
| 2021 | Dynamic Detection of AsyncTask Related Defects. Qing Liu, Linjie Pan, Baoquan Cui, Jun Yan, Jian Zhang |
| 2021 | Dynamic Interval-based Watermarking for Tracking down Network Attacks. Lian Yu, Lei Zhang, Yuanyuan Zhang, Weiping Wen, Xuetao Du, Fei Cao |
| 2021 | EPR: a Neural Network for Automatic Feature Learning from Code for Defect Prediction. Dingbang Fang, Shaoying Liu, Ai Liu |
| 2021 | EcoAndroid: An Android Studio Plugin for Developing Energy-Efficient Java Mobile Applications. Ana Ribeiro, João F. Ferreira, Alexandra Mendes |
| 2021 | Estimating the Attack Surface from Residual Vulnerabilities in Open Source Software Supply Chain. Dapeng Yan, Yuqing Niu, Kui Liu, Zhe Liu, Zhiming Liu, Tegawendé F. Bissyandé |
| 2021 | Evaluating Code Summarization with Improved Correlation with Human Assessment. Juanjuan Shen, Yu Zhou, Yongchao Wang, Xiang Chen, Tingting Han, Taolue Chen |
| 2021 | Evaluating and Improving Static Analysis Tools Via Differential Mutation Analysis. Alex Groce, Iftekhar Ahmed, Josselin Feist, Gustavo Grieco, Jiri Gesi, Mehran Meidani, Qihong Chen |
| 2021 | Event stream classification with limited labeled data for e-commerce monitoring. Alexander Zimin, Igor Mishchenko, Rebecca Steinert |
| 2021 | Exception-Driven Fault Localization for Automated Program Repair. Davide Ginelli, Oliviero Riganelli, Daniela Micucci, Leonardo Mariani |
| 2021 | Explainable APT Attribution for Malware Using NLP Techniques. Qinqin Wang, Hanbing Yan, Zhihui Han |
| 2021 | Fuzzing Deep Learning Models against Natural Robustness with Filter Coverage Zhengyuan Wei, W. K. Chan |
| 2021 | Generating Adversarial Examples of Source Code Classification Models via Q-Learning-Based Markov Decision Process. Junfeng Tian, Chenxin Wang, Zhen Li, Yu Wen |
| 2021 | GrasP: Graph-to-Sequence Learning for Automated Program Repair. Ben Tang, Bin Li, Lili Bo, Xiaoxue Wu, Sicong Cao, Xiaobing Sun |
| 2021 | HARS: Heuristic-Enhanced Adaptive Randomized Scheduling for Concurrency Testing. Yanzhou Mu, Zan Wang, Shuang Liu, Jun Sun, Junjie Chen, Xiang Chen |
| 2021 | Heterogeneous Defect Prediction through Correlation-Based Selection of Multiple Source Projects and Ensemble Learning. Eunseob Kim, Jongmoon Baik, Duksan Ryu |
| 2021 | Heterogeneous Defect Prediction through Joint Metric Selection and Matching. Haowen Chen, Xiao-Yuan Jing, Baowen Xu |
| 2021 | Historical Information Stability based Reward for Reinforcement Learning in Continuous Integration Testing. Tiange Cao, Zheng Li, Ruilian Zhao, Yang Yang |
| 2021 | Hunter in the Dark: Discover Anomalous Network Activity Using Deep Ensemble Network. Shiyi Yang, Hui Guo, Nour Moustafa |
| 2021 | Hybrid Collaborative Filtering-Based API Recommendation. Yongchao Wang, Yu Zhou, Taolue Chen, Jingxuan Zhang, Wenhua Yang, Zhiqiu Huang |
| 2021 | Identification of Compromised IoT Devices: Combined Approach Based on Energy Consumption and Network Traffic Analysis. Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet |
| 2021 | Impact of datasets on machine learning based methods in Android malware detection: an empirical study. Xiuting Ge, Yifan Huang, Zhanwei Hui, Xiaojuan Wang, Xu Cao |
| 2021 | Improving Quality of Counterexamples in Model Checking via Automated Planning. Xu Lu, Cong Tian, Bin Yu, Zhenhua Duan |
| 2021 | Increasing Fuzz Testing Coverage for Smart Contracts with Dynamic Taint Analysis. Songyan Ji, Jian Dong, Junfu Qiu, Bowen Gu, Ye Wang, Tongqi Wang |
| 2021 | Log severity levels matter: A multivocal mapping. Eduardo Mendes, Fábio Petrillo |
| 2021 | MINTS: Unsupervised Temporal Specifications Miner. Pradeep K. Mahato, Apurva Narayan |
| 2021 | MMFC-ART: a Fixed-size-Candidate-set Adaptive Random Testing approach based on the modified Metric-Memory tree. Jinfu Chen, Yiming Wu, Chengying Mao, Tsong Yueh Chen, Haibo Chen |
| 2021 | Mapping breakpoint types: an exploratory study. Eduardo Andreetta Fontana, Fábio Petrillo |
| 2021 | Multi-Agent Automata and Its Application to LDLK Satisfiability Checking. Ya Gao, Wenhui Zhang, Xue-Yang Zhu |
| 2021 | Multilevel Traceability Links Establishments Between SOFL Formal Specifications and Java Codes Using Multi-dimensional Similarity Measures. Jiandong Li, Shaoying Liu, Ai Liu, Runhe Huang |
| 2021 | Multiple Error Types Software Belief Reliability Growth Model Based on Uncertain Differential Equation. Zhe Liu, Rui Kang |
| 2021 | OPE: Transforming Programs with Clean and Precise Separation of Tested Intraprocedural Program Paths with Path Profiling. Chunbai Yang, Imran Ashraf, Xiaoxue Ma, Hao Zhang, W. K. Chan |
| 2021 | On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods. Paulina Stevia Nouwou Mindom, Amin Nikanjam, Foutse Khomh, John Mullins |
| 2021 | On Understanding Contextual Changes of Failures. Francisco Ribeiro, Rui Abreu, João Saraiva |
| 2021 | On the Automation of Audio Plugin Testing Stephan Valentan, Franz Wotawa |
| 2021 | On the Effects of Data Sampling for Deep Learning on Highly Imbalanced Data from SCADA Power Grid Substation Networks for Intrusion Detection. Franz Wotawa, Herbert Mühlburger |
| 2021 | Phish What You Wish. Pascal Gadient, Pascal Gerig, Oscar Nierstrasz, Mohammad Ghafari |
| 2021 | Platform Software Reliability for Cloud Service Continuity - Challenges and Opportunities. Ning Luo, Yue Xiong |
| 2021 | Practical Online Debugging of Spark-like Applications. Matteo Marra, Guillermo Polito, Elisa Gonzalez Boix |
| 2021 | Predictors of Software Metric Correlation: A Non-parametric Analysis. Daniel Afriyie, Yvan Labiche |
| 2021 | REST API Fuzzing by Coverage Level Guided Blackbox Testing. Chung-Hsuan Tsai, Shi-Chun Tsai, Shih-Kun Huang |
| 2021 | ReDefender: A Tool for Detecting Reentrancy Vulnerabilities in Smart Contracts Effectively. Zhenyu Pan, Tianyuan Hu, Chen Qian, Bixin Li |
| 2021 | Recovering Semantic Traceability between Requirements and Source Code Using Feature Representation Techniques. Meng Zhang, Chuanqi Tao, Hongjing Guo, Zhiqiu Huang |
| 2021 | Reliability of Centralized vs. Parallel Software Models for Composable Storage Systems. Mario Blaum, Paul Muench |
| 2021 | Reliability-redundancy allocation problem considering imperfect fault coverage. Zixiang Wang, Siwei Zhou, Dongdong Zhao, Jianwen Xiang |
| 2021 | Research on Mining of Government Data Based on Enhanced-Object Exchange Model. Keiin Sa, Yu Bai, Chenggang Wang |
| 2021 | SQDroid: A Semantic-Driven Testing for Android Apps via Q-learning. Hui Guo, Xiaoqiang Liu, Baiyan Li, Lizhi Cai, Yun Hu, Jing Cao |
| 2021 | SRTEF: Automatic Test Function Recommendation with Scenarios for Implementing Stepwise Test Case. Kaiqi Liu, Ji Wu, Haiyan Yang, Qing Sun, Ruiyuan Wan |
| 2021 | SSpinJa: Facilitating Schedulers in Model Checking. Nhat-Hoa Tran, Toshiaki Aoki |
| 2021 | Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking. Xiao Kan, Cong Sun, Shen Liu, Yongzhe Huang, Gang Tan, Siqi Ma, Yumei Zhang |
| 2021 | Security Header Fields in HTTP Clients. Pascal Gadient, Oscar Nierstrasz, Mohammad Ghafari |
| 2021 | Security-Aware Multi-User Architecture for IoT. Marcus Birgersson, Cyrille Artho, Musard Balliu |
| 2021 | Software Defect Prediction via Multi-Channel Convolutional Neural Network. Chen Lang, Jidong Li, Takashi Kobayashi |
| 2021 | Sound Predictive Atomicity Violation Detection§. Xiaoxue Ma, Imran Ashraf, W. K. Chan |
| 2021 | Strategies for Reducing Traffic Volume and Security on Smart Grid. Chih-Wei Hsu, Sun-Yuan Hsieh |
| 2021 | TAF: a Tool for Diverse and Constrained Test Case Generation. Clément Robert, Jérémie Guiochet, Hélène Waeselynck, Luca Vittorio Sartori |
| 2021 | Target Code-coverage and Efficiency in APP Automatic Compatibility Testing Based on Code Analysis. Sen Yang, Yifan Huang, Song Huang, Zhanwei Hui, Changyou Zheng |
| 2021 | Test Benchmarks: Which One Now and in Future? Cyrille Artho, Adam Benali, Rudolf Ramler |
| 2021 | The Challenge of Reproducible ML: An Empirical Study on The Impact of Bugs. Emilio Rivera-Landos, Foutse Khomh, Amin Nikanjam |
| 2021 | The Relation between Bug Fix Change Patterns and Change Impact Analysis. Ekincan Ufuktepe, Tugkan Tuglular, Kannappan Palaniappan |
| 2021 | The Security Risk of Lacking Compiler Protection in WebAssembly. Quentin Stiévenart, Coen De Roover, Mohammad Ghafari |
| 2021 | The bidirectional safety analysis & validation framework of system and software with its techniques and applications. Haifeng Li, Chang Liu, Huancheng Su |
| 2021 | Time-Traveling Debugging Queries: Faster Program Exploration. Maximilian Willembrinck, Steven Costiou, Anne Etien, Stéphane Ducasse |
| 2021 | Towards More Reliable Automated Program Repair by Integrating Static Analysis Techniques. Omar I. Al-Bataineh, Anastasiia Grishina, Leon Moonen |
| 2021 | Towards Repairing Neural Networks Correctly. Guoliang Dong, Jun Sun, Xingen Wang, Xinyu Wang, Ting Dai |
| 2021 | Understanding the Resilience of Neural Network Ensembles against Faulty Training Data. Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan |
| 2021 | Unit Crowdsourcing Software Testing of Go Program. Run Luo, Song Huang, Meijuan Wang, Jinchang Hu, Jinhu Du |
| 2021 | Vulnerability Analysis of Similar Code. Azin Piran, Che-Pin Chang, Amin Milani Fard |
| 2021 | W-SRAT: Wavelet-based Software Reliability Assessment Tool. Jingchi Wu, Tadashi Dohi, Hiroyuki Okamura |
| 2021 | WANA: Symbolic Execution of Wasm Bytecode for Extensible Smart Contract Vulnerability Detection. Bo Jiang, Yifei Chen, Dong Wang, Imran Ashraf, W. K. Chan |
| 2021 | eCPDP: Early Cross-Project Defect Prediction. Sunjae Kwon, Duksan Ryu, Jongmoon Baik |