2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)最新文献_第5页

WoSAR 2019 Workshop Keynotes WoSAR 2019研讨会主题演讲

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/issrew.2019.00018

引用次数: 0

Message from the SHIFT 2019 Workshop Chairs 来自2019年SHIFT工作坊主席的信息

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/issrew.2019.00030

引用次数: 0

Research Proposal: Reliability Evaluation of the Apache Kafka Streaming System 研究计划:Apache Kafka流系统的可靠性评估

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/ISSREW.2019.00055

Han Wu

引用次数: 6

RSDA 2019 Workshop Keynote RSDA 2019研讨会主题演讲

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/issrew.2019.00021

引用次数: 0

The Challenges of Labeling Vulnerability-Contributing Commits 标记漏洞提交的挑战

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/ISSREW.2019.00083

K. Hogan, N. Warford, Robert Morrison, David Miller, Sean Malone, James M. Purtilo

引用次数: 4

A Framework for Resilient Data Management for Smart Grids 智能电网弹性数据管理框架

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/issrew.2019.00048

Theresa Bettmann

{"title":"A Framework for Resilient Data Management for Smart Grids","authors":"Theresa Bettmann","doi":"10.1109/issrew.2019.00048","DOIUrl":"https://doi.org/10.1109/issrew.2019.00048","url":null,"abstract":"Smart grids add information and communication technologies to traditional energy grids. This extension leads to an increased number of new devices in the energy system, like smart meters, sensors, and other electrical infrastructure devices. Collectively these devices produce a vast amount of heterogeneous data that needs to be captured, processed, and analyzed. Besides, the energy system transforms from a one-way into a bidirectional distribution of energy and information. System users not only consume the energy they also produce, store, and share it. These innovations result in potential more and new vulnerabilities. Therefore, a reliable, failure resistant, and secure data management for smart grids is required. This paper describes the problem definition and the research goals of a dissertation research project with a focus on resilient data management for smart grids. The dissertation aims to contribute to the design and development of resilient data management systems for smart grids through a systematic and structured framework that provides suitable technology suggestions and methods to address the described vulnerabilities.","PeriodicalId":166239,"journal":{"name":"2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114975121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Detecting and Diagnosing Anomalous Behavior in Large Systems with Change Detection Algorithms 用变化检测算法检测和诊断大型系统中的异常行为

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/ISSREW.2019.00041

V. Mendiratta, Zhuoran Liu, Mrinmoy Bhattacharjee, Yu Zhou

引用次数: 0

From Monolithic Architecture to Microservices Architecture 从单片架构到微服务架构

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/ISSREW.2019.00050

Lorenzo De Lauretis

引用次数: 46

Learning from Time Series with Outlier Correction for Malicious Domain Identification 基于离群值校正的时间序列学习恶意域识别

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/ISSREW.2019.00040

Guolin Tan, Peng Zhang, Lei Zhang, Yu Zhang, Chuang Zhang, Qingyun Liu, Xinran Liu

{"title":"Learning from Time Series with Outlier Correction for Malicious Domain Identification","authors":"Guolin Tan, Peng Zhang, Lei Zhang, Yu Zhang, Chuang Zhang, Qingyun Liu, Xinran Liu","doi":"10.1109/ISSREW.2019.00040","DOIUrl":"https://doi.org/10.1109/ISSREW.2019.00040","url":null,"abstract":"Malicious domain identification is an important task in the field of cyberspace security. However, most of existing work for this task heavily relies on expert experience when constructing machine learning features. What makes matters worse is that these features can be deliberately changed by attackers. As a result, such malicious domain identification methods are easily bypassed by cyber criminals. To solve this problem, in this paper, we propose a novel method for malicious domain identification by effectively learning time series shapelets, the discriminative local patterns of time series. More specifically, our method consists of two main components: 1) modeling user's habits of accessing domains by learning shapelets from domain time series. As the domain time series is generated by the crowd visiting websites, the learned user's habits of accessing domains can potentially reflect what type of service a domain provides, such as pornography, gambling and so on. 2) an outlier correction algorithm designed for a single time series and independent of the model which can enhance the robustness of shapelet initialization. We integrate shapelet learning and outlier correction in our model. Extensive experiments on real-world dataset demonstrates that our proposed method has better performance compared with state-of-the-art methods.","PeriodicalId":166239,"journal":{"name":"2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126909178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

EN-50128 Certification-Oriented Design of a Safety-Critical Hard Real-Time Kernel EN-50128安全关键型硬实时内核的面向认证设计

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI: 10.1109/ISSREW.2019.00090

C. Donnarumma, Pietro Fara, Gabriele Serra, Sandro Di Leonardi, Mauro Marinoni

引用次数: 2