首页> 外文学位 >Multi-criteria analysis in modern information management.
【24h】

Multi-criteria analysis in modern information management.

机译:现代信息管理中的多准则分析。

获取原文
获取原文并翻译 | 示例

摘要

The past few years have witnessed an overwhelming amount of research in the field of information security and privacy. An encouraging outcome of this research is the vast accumulation of theoretical models that help to capture the various threats that persistently hinder the best possible usage of today's powerful communication infrastructure. While theoretical models are essential to understanding the impact of any breakdown in the infrastructure, they are of limited application if the underlying business centric view is ignored. Information management in this context is the strategic management of the infrastructure, incorporating the knowledge about causes and consequences to arrive at the right balance between risk and profit.;Modern information management systems are home to a vast repository of sensitive personal information. While these systems depend on quality data to boost the Quality of Service (QoS), they also run the risk of violating privacy regulations. The presence of network vulnerabilities also weaken these systems since security policies cannot always be enforced to prevent all forms of exploitation. This problem is more strongly grounded in the insufficient availability of resources, rather than the inability to predict zero-day attacks. System resources also impact the availability of access to information, which in itself is becoming more and more ubiquitous day by day. Information access times in such ubiquitous environments must be maintained within a specified QoS level. In short, modern information management must consider the mutual interactions between risks, resources and services to achieve wide scale acceptance.;This dissertation explores these problems in the context of three important domains, namely disclosure control, security risk management and wireless data broadcasting. Research in these domains has been put together under the umbrella of multi-criteria decision making to signify that "business survival" is an equally important factor to consider while analyzing risks and providing solutions for their resolution. We emphasize that businesses are always bound by constraints in their effort to mitigate risks and therefore benefit the most from a framework that allows the exploration of solutions that abide by the constraints. Towards this end, we revisit the optimization problems being solved in these domains and argue that they oversee the underlying cost-benefit relationship.;Our approach in this work is motivated by the inherent multi-objective nature of the problems. We propose formulations that help expose the cost-benefit relationship across the different objectives that must be met in these problems. Such an analysis provides a decision maker with the necessary information to make an informed decision on the impact of choosing a control measure over the business goals of an organization. The theories and tools necessary to perform this analysis are introduced to the community.
机译:过去几年见证了在信息安全和隐私领域的大量研究。这项研究的令人鼓舞的结果是大量理论模型的积累,有助于捕获各种威胁,这些威胁持续阻碍当今强大的通信基础设施的最佳使用。尽管理论模型对于理解基础架构中任何故障的影响至关重要,但如果忽略了以业务为中心的基本观点,则理论模型的应用将受到限制。在这种情况下,信息管理是基础架构的战略管理,其中包含有关原因和后果的知识,以在风险和利润之间达到适当的平衡。现代信息管理系统是大量敏感个人信息的存放地。尽管这些系统依靠质量数据来提高服务质量(QoS),但它们也冒着违反隐私法规的风险。网络漏洞的存在也削弱了这些系统,因为不能始终强制执行安全策略来阻止所有形式的利用。此问题的根源在于资源的可用性不足,而不是无法预测零时差攻击。系统资源还会影响信息访问的可用性,而信息访问本身正变得越来越普遍。这种无处不在的环境中的信息访问时间必须保持在指定的QoS级别内。简而言之,现代信息管理必须考虑风险,资源和服务之间的相互影响,以实现被广泛接受。本文在公开控制,安全风险管理和无线数据广播这三个重要领域的背景下探讨了这些问题。在多准则决策的保护下,对这些领域的研究进行了汇总,以表明“企业生存”是在分析风险并提供解决方案时要考虑的同等重要的因素。我们强调,企业在降低风险的努力中始终受到约束的约束,因此,从允许探索遵守约束的解决方案的框架中获得最大收益。为此,我们重新审视了在这些领域中要解决的优化问题,并认为它们监督了潜在的成本—收益关系。;我们在这项工作中采用的方法是由问题固有的多目标性质所激发的。我们提出的公式有助于揭示这些问题中必须实现的不同目标之间的成本-收益关系。这样的分析为决策者提供了必要的信息,以便就选择对组织业务目标的控制措施的影响做出明智的决策。进行此分析所需的理论和工具被介绍给社区。

著录项

  • 作者

    Dewri, Rinku.;

  • 作者单位

    Colorado State University.;

  • 授予单位 Colorado State University.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 424 p.
  • 总页数 424
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号