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A trend analysis of exploitations

A trend analysis of exploitations

引用

IEEE Symposium on Security and Privacy

作者： H.K. Browne W.A. Arbaugh J. McHugh W.L. Fithen Department of Computer Science University of Maryland College Park MD USA Software Engineering Institute CERT Coordination Center Pittsburgh PA USA

ISBN: (纸本)0769510469

We have conducted an empirical study of a number of computer security exploits and determined that the rates at which incidents involving the exploit are reported to CERT can be modeled using a common mathematical framework. Data associated with three significant exploits involving vulnerabilities in phf, imap, and bind can all be modeled using the formula C=I+S/spl times//spl radic/M where C is the cumulative count of reported incidents, M is the time since the start of the exploit cycle, and I and S are the regression coefficients determined by analysis of the incident report data. Further analysis of two additional exploits involving vulnerabilities in mountd and statd confirm the model. We believe that the models will aid in predicting the severity of subsequent vulnerability exploitations, based on the rate of early incident reports.

关键词： Data analysis Predictive models computer science Educational institutions System software software engineering Risk management Regression analysis Performance analysis Data mining

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Active digit classifiers: a separability optimization approach to emulate cognition

Active digit classifiers: a separability optimization approa...

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International Conference on Document Analysis and Recognition

作者： A. Teredesai V. Govindaraju Department of Computer Science and Engineering Center of Excellence for Document Analysis and Recognition State University of New York University at Buffalo Buffalo NY USA

Given sufficient resources, any classification task is possible with a high accuracy, but to achieve a particular task given finite resources, the problem is to utilize these resources intelligently. Cognitive studies in human vision associate multi-resolution features with high recognition accuracy. We show that classifier development using separability optimization is very similar to emulation of human cognition. The identification of key features leads to optimal resource utilization by the classifier. Evolving such classifiers is the focus of the paper. The resources required for classification can be identified in terms of amount of time required to develop a recognizer amount of processing power required and the number and kind of features extracted. Our digit recognition method strives not only to report high accuracy but also targets generation of simple solutions. The simplicity of a solution can be a measure of the resources utilized. Our methodology is termed as active based on the premise that once the complexity of a classification task is known an intelligent recognizer should incrementally increase the resources needed for classification.

关键词： Cognition Humans Feature extraction Genetic programming Pattern recognition Data mining Venus computer science Text analysis Emulation

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An empirical methodology for introducing software processes

An empirical methodology for introducing software processes

引用

8th Eiropean engineering Conference (ESEC) and 9th ACM SIGSOFT Symposium on the Foundations of software engineering (FSE-9)

作者： Shull, Forrest Carver, Jeffrey Travassos, Guilherme H. Fraunhofer Center - Maryland University of Maryland 4321 Hartwick Road College Park MD 20742 United States Exp. Software Engineering Group Department of Computer Science University of Maryland College Park College Park MD 20742 United States Computer Science Department COPPE UFRJ C.P. 68511 - Ilha do Fundão Rio de Janeiro - RJ - 21945-180 Brazil

There is a growing interest in empirical study in software engineering, both for validating mature technologies and for guiding improvements of less-mature technologies. This paper introduces an empirical methodology, based on experiences garnered over more than two decades of work by the Empirical software engineering Group at the University of Maryland and related organizations, for taking a newly proposed improvement to development processes from the conceptual phase through transfer to industry. The methodology presents a series of questions that should be addressed, as well as the types of studies that best address those questions. The methodology is illustrated by a specific research program on inspection processes for Object-Oriented designs. Specific examples of the studies that were performed and how the methodology impacted the development of the inspection process are also described.

关键词： software engineering

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software management: COTS-based systems top 10 list

引用

computer 2001年第5期34卷 91-91页

作者： Basili, V.R. Boehm, B. University of Maryland United States University of Southern California United States Computer Science Department University of Maryland United States Fraunhofer Center-Maryland United States University of Southern California Center for Software Engineering United States

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Automated reading and mining of pre-hospital care reports

Automated reading and mining of pre-hospital care reports

引用

Annual IEEE Symposium on computer-Based Medical Systems

作者： V. Govindaraju R. Milewski Center of Excellence for Document Analysis and Recognition State University of New York University at Buffalo USA Department of Computer Science & Engineering State University of New York Amherst NY USA

The lack of use of high technology in the healthcare delivery system is especially apparent in the emergency medical information systems (EMIS) area. For example, in New York State, all patients who enter the emergency medical service (EMS) are tracked through their pre-hospital care to the emergency room using a pre-hospital care report (PCR). Our goal is to automate the collection of data from the PCR and enable efficient maintenance and dissemination of information. The task involves the automatic extraction and transliteration of the handwritten text in the response boxes provided on the form. The objective is to produce, for each form image, an ASCII transcription of the handwritten contents of the response boxes. These responses could be then used to populate a database. The database itself would then emerge as a valuable resource for enabling data mining and knowledge discovery for the entire medical community.

关键词： Biomedical imaging Medical services Image databases Data mining History Writing Electromagnetic interference Venus Text analysis computer science

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Applying WinWin to quality requirements: a case study 01

Applying WinWin to quality requirements: a case study

引用

Proceedings of the 23rd International Conference on software engineering

作者： Hoh In Barry Boehm Thomas Rodgers Michael Deutsch Texas A&M University Computer Science Department College Station TX University of Southern California Center for Software Engineering Los Angeles CA Texas A&M University Graduate School of Business College Station TX

ISBN: (纸本)9780769510507

This paper describes the application of the WinWin paradigm to identify and resolve conflicts in a series of real-client, student-developer digital library projects. The paper is based on a case study of the statistical analysis of 15 projects and an in-depth analysis of one representative project. These analyses focus on the conflict resolution process, stakeholders' roles and their relationships to quality artifacts, and tool effectiveness. We show that stakeholders tend to accept satisfactory rather than optimal resolutions. Users and customers are more proactive in stating win conditions, whereas developers are more active in working toward resolutions. Further, we suggest that knowledge-based automated aids have potential to significantly enhance process effectiveness and efficiency. Finally, we conclude that such processes and tools have theoretical and practical implications in the quest for better software requirements elicitation.

关键词： conflict identification and resolution

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Applying WinWin to quality requirements: a case study

Applying WinWin to quality requirements: a case study

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International Conference on software engineering (ICSE)

作者： Hoh In B. Boehm T. Rodger M. Deutsch Computer Science Department Texas A&M University College Station TX USA University of Southern California Center for Software Engineering Los Angeles CA USA Texas A&M University Graduate School of Business College Station TX USA

ISBN: (纸本)0769510507

Describes the application of the WinWin paradigm to identify and resolve conflicts in a series of real-client, student-developer digital library projects. The paper is based on a case study of the statistical analysis of 15 projects and an in-depth analysis of one representative project. These analyses focus on the conflict resolution process, stakeholders' roles and their relationships to quality artifacts, and tool effectiveness. We show that stakeholders tend to accept satisfactory rather than optimal resolutions. Users and customers are more proactive in stating win conditions, whereas developers are more active in working toward resolutions. Further, we suggest that knowledge-based automated aids have potential to significantly enhance process effectiveness and efficiency. Finally, we conclude that such processes and tools have theoretical and practical implications in the quest for better software requirements elicitation.

关键词： computer aided software engineering software quality Costs Degradation computer science software engineering Application software software libraries Statistical analysis software tools

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The software factory: combining undergraduate computer science and software engineering education 01

The software factory: combining undergraduate computer scien...

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Proceedings of the 23rd International Conference on software engineering

作者： John D. Tvedt Roseanne Tesoriero Kevin A. Gary The Catholic University of America (CUA) Department of EE & Computer Science 201 Pangborn Hall Washington DC CUA and Fraunhofer Center for Experimental Software Engineering College Park MD UNICON Inc. 3140 N. Arizona Ave. Suite 113 Chandler AZ

ISBN: (纸本)9780769510507

Industry often complains that current university curricula fail to address the practical issues of real software development. This paper outlines a proposal for an innovative core curriculum for a Bachelor of Science in computer Science. The proposed core curriculum contains elements of traditional computer science programs combined with software engineering via a team-oriented, hands-on approach to large-scale software development. In addition to traditional lecture/project/exam courses, students are required to take an eight-semester sequence of “software Factory” courses. software Factory courses put the students' newly acquired skills to work in a real software organization staffed and managed by all students in the program. Students from all courses in the software Factory sequence meet simultaneously to fulfill their roles in the software organization. We expect the students will be better-prepared software engineering practitioners after completing a curriculum that combines traditional courses with practical software Factory experience.

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A TV program generation system using digest video scenes and a scripting markup language

A TV program generation system using digest video scenes and...

引用

Annual Hawaii International Conference on System Sciences (HICSS)

作者： Y. Shirota T. Hashimoto A. Nadamoto T. Hattori A. Iizawa K. Tanaka K. Sumiya Software Research Center Imaging System Business Group Ricoh Company Limited Japan Division of Information and Media Science Graduate School of Science and Technology Kobe University Japan Department of Computer and Systems Engineering Graduate School of Science and Technology Kobe University Japan Division of Urban Information Systems Research Center for Urban Safety and Security Kobe University Japan

ISBN: (纸本)0769509819

This paper describes a TV program generation system using digest video scenes that are retrieved from video streams with the program indexes. The key features of the system are: (1) TV programs can be dynamically generated from digest video scenes selected by user preference. (2) Directions can be added using a happiness or sadness level based on the user preferences. (3) Personalized TV programs for an individual viewer can be made. The procedures taken by the system are as follows: (1) Conjunctive expressions between scenes are automatically generated; (2) Emotional expressions are automatically generated by user preference; (3) TV program metaphors are defined; (4) Direction templates corresponding to the metaphors are defined; (5) These expressions and definitions are coded using a markup language, and (6) Contents such as virtual characters and movies are synchronized. The resultant program can be shown on a TV set.

关键词： Layout Markup languages TV broadcasting Satellite broadcasting Information retrieval Broadcast technology Digital TV Companies Streaming media Character generation

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Organizing for software product lines 3rd

引用

3rd International Workshop on software Architectures for Product Families, IW-SAPF 2000

作者： Bosch, Jan University of Karlskrona/Ronneby Department of Software Engineering and Computer Science Soft Center RonnebyS-372 25 Sweden

ISBN: (纸本)9783540414803

software product lines have received increasing amounts of attention within the software engineering community, especially from industry. Most authors focus on the technical and process aspects and assume an organizational model consisting of a domain engineering unit and several application engineering units. In our cooperation with several software development organizations applying software product line principles, we have identified several other organizational models that are employed. This article presents a number of organizational models, organized in four main approaches, i.e. development department, business units, domain engineering units and hierarchical domain engineering units. For each approach, its characteristics, applicability and advantages and disadvantages are discussed, as well as an example. © Springer-Verlag Berlin Heidelberg 2000.

关键词： software design

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