2014 IEEE 38th Annual Computer Software and Applications Conference最新文献_第8页

FECAR: A Feature Selection Framework for Software Defect Prediction FECAR:软件缺陷预测的特征选择框架

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.66

Shulong Liu, Xiang Chen, Wangshu Liu, Jiaqiang Chen, Qing Gu, Daoxu Chen

引用次数: 68

Optimizing Non-orthogonal Space Distance Using PSO in Software Cost Estimation 应用粒子群算法优化软件成本估算中的非正交空间距离

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.9

Qin Liu, X. Chu, Jiakai Xiao, Hongming Zhu

{"title":"Optimizing Non-orthogonal Space Distance Using PSO in Software Cost Estimation","authors":"Qin Liu, X. Chu, Jiakai Xiao, Hongming Zhu","doi":"10.1109/COMPSAC.2014.9","DOIUrl":"https://doi.org/10.1109/COMPSAC.2014.9","url":null,"abstract":"This paper proposes a method to optimize the Nonorthogonal Space Distance (NoSD) based on the Particle Swarm Optimization (PSO) algorithm so as to increase estimation accuracy in analogy-based software cost estimation. NoSD is a measure of projects similarity that uses a matrix defined based on mutual information to take both feature redundancies and feature weights into distance computation. We assumes that such definition based only on mutual information between features can hardly describe real-life software projects accurately, so we proposes this new method and improves NoSD using optimization techniques. In this proposed method, the matrix in NoSD is optimized by the PSO algorithm with the goal of minimizing estimation error at training stage. Based on this optimized matrix, which better fits real-life software projects, the distance definition can measure projects similarity more accurately and thus can greatly improve the estimation accuracy. Experiments have been conducted on two real-life software projects datasets (Desharnais and ISBSG R8) using the proposed method along with several other widely used methods including Euclidean, Manhattan, Minkowski, Mahalanobis, NoSD, and weighted Euclidean distance. Results show that this method brings notable improvements in estimation accuracy based on three widely used evaluation metrics: MMRE, MdMRE, and PRED(0.25).","PeriodicalId":106871,"journal":{"name":"2014 IEEE 38th Annual Computer Software and Applications Conference","volume":"215 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131691860","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: 12

Security with Privacy -- Opportunities and Challenges: Panel Position Paper 安全与隐私——机遇与挑战:小组意见书

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.98

E. Bertino

引用次数: 6

On Architecture for QoS-Aware Packet Aggregation 基于qos感知的分组聚合体系结构研究

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.89

Tomoaki Umeki, Y. Kitatsuji

引用次数: 0

A Low Cost Hierarchy-Awareness Extension of Skip Graph for World-Wide Range Retrievals 面向全域范围检索的跳跃图低成本层次感知扩展

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.67

Xun Shao, M. Jibiki, Y. Teranishi, N. Nishinaga

引用次数: 6

Development of a Secure Traffic Analysis System to Trace Malicious Activities on Internal Networks 一种安全流量分析系统的开发以追踪内部网络中的恶意活动

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.41

Soshi Hirono, Yukiko Yamaguchi, Hajime Shimada, H. Takakura

{"title":"Development of a Secure Traffic Analysis System to Trace Malicious Activities on Internal Networks","authors":"Soshi Hirono, Yukiko Yamaguchi, Hajime Shimada, H. Takakura","doi":"10.1109/COMPSAC.2014.41","DOIUrl":"https://doi.org/10.1109/COMPSAC.2014.41","url":null,"abstract":"In contrast to conventional cyber attacks such as mass infection malware, targeted attacks take a long time to complete their mission. By using a dedicated malware for evading detection at the initial attack, an attacker quietly succeeds in setting up a front-line base in the target organization. Communication between the attacker and the base adopts popular protocols to hide its existence. Because conventional countermeasures deployed on the boundary between the Internet and the internal network will not work adequately, monitoring on the internal network becomes indispensable. In this paper, we propose an integrated sandbox system that deploys a secure and transparent proxy to analyze internal malicious network traffic. The adoption of software defined networking technology makes it possible to redirect any internal traffic from/to a suspicious host to the system for an examination of its insidiousness. When our system finds malicious activity, the traffic is blocked. If the malicious traffic is regarded as mandatory, e.g., For controlled delivery, the system works as a transparent proxy to bypass it. For benign traffic, the system works as a transparent proxy, as well. If binary programs are found in traffic, they are automatically extracted and submitted to a malware analysis module of the sandbox. In this way, we can safely identify the intention of the attackers without making them aware of our surveillance.","PeriodicalId":106871,"journal":{"name":"2014 IEEE 38th Annual Computer Software and Applications Conference","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124057966","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: 8

Operation Support System Based on Augmented Reality Technology 基于增强现实技术的作战支撑系统

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.88

Tatsuya Osawa, J. Shimamura, Y. Taniguchi

引用次数: 1

A Taxonomy for SLA-Based Monitoring of Cloud Security 基于sla的云安全监控分类

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.50

D. Petcu

引用次数: 15

Exploring Blueprints on the Prioritization of Architecturally Relevant Code Anomalies -- A Controlled Experiment 探索架构相关代码异常优先级的蓝图——一项受控实验

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.57

Everton T. Guimarães, Alessandro F. Garcia, Yuanfang Cai

{"title":"Exploring Blueprints on the Prioritization of Architecturally Relevant Code Anomalies -- A Controlled Experiment","authors":"Everton T. Guimarães, Alessandro F. Garcia, Yuanfang Cai","doi":"10.1109/COMPSAC.2014.57","DOIUrl":"https://doi.org/10.1109/COMPSAC.2014.57","url":null,"abstract":"The progressive insertion of code anomalies in evolving programs may lead to architecture degradation symptoms. Several approaches have been proposed aiming to detect code anomalies in the source code, such as God Class and Shotgun Surgery. However, most of them fail to assist developers on prioritizing code anomalies harmful to the software architecture. These approaches often rely on source code analysis and do not provide developers with useful information to help the prioritization of those anomalies that impact on the architectural design. In this context, this paper presents a controlled experiment aiming at investigating how developers, when supported by architecture blueprints, are able to prioritize different types of code anomalies in terms of their architectural relevance. Our contributions include: (i) quantitative indicators on how the use of blueprints may improve process of prioritizing code anomalies, (ii) a discussion of how blueprints may help on the prioritization processes, (iii) an analysis of whether and to what extent the use of blueprints impacts on the time for revealing architecturally relevant code anomalies, and (iv) a discussion on the main characteristics of false positives and false negatives observed by the actual developers.","PeriodicalId":106871,"journal":{"name":"2014 IEEE 38th Annual Computer Software and Applications Conference","volume":"629 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131617785","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: 10

Tackling Incomplete System Specifications Using Natural Deduction in the Paracomplete Setting 在准完全设置中使用自然演绎处理不完整的系统规格

2014 IEEE 38th Annual Computer Software and Applications Conference Pub Date : 2014-07-21 DOI: 10.1109/COMPSAC.2014.15

A. Bolotov, V. Shangin

{"title":"Tackling Incomplete System Specifications Using Natural Deduction in the Paracomplete Setting","authors":"A. Bolotov, V. Shangin","doi":"10.1109/COMPSAC.2014.15","DOIUrl":"https://doi.org/10.1109/COMPSAC.2014.15","url":null,"abstract":"In many modern computer applications the significance of specification based verification is well accepted. However, when we deal with such complex processes as the integration of heterogeneous systems, parts of specification may be not known. Therefore it is important to have techniques that are able to cope with such incomplete information. An adequate formal setup is given by so called Para complete logics, where, contrary to the classical framework, for some statements we do not have evidence to conclude if they are true or false. As a consequence, for example, the law of excluded middle is not valid. In this paper we justify how the automated proof search technique for Para complete logic PComp can be efficiently applied to the reasoning about systems with incomplete information. Note that for many researchers, one of the core features of natural deduction, the opportunity to introduce arbitrary formulae as assumptions, has been a point of great scepticism regarding thievery possibility of the automation of the proof search. Here, not only we show the contrary, but we also turned the assumptions management into an advantage showing the applicability of the proposed technique to assume-guarantee reasoning.","PeriodicalId":106871,"journal":{"name":"2014 IEEE 38th Annual Computer Software and Applications Conference","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133494829","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: 2