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privacy-Preserving Remote Diagnostics

Privacy-Preserving Remote Diagnostics

引用

14th acm conference on Computer and Communication security

作者： Brickell, Justin Porter, Donald E. Shmatikov, Vitaly Witchel, Emmett Univ Texas Austin Austin TX 78712 USA

ISBN: (纸本)9781595937032

We present an efficient protocol for privacy-preserving evaluation of diagnostic programs, represented as binary decision trees or branching programs. The protocol applies a branching diagnostic program with classification labels in the leaves to the user's attribute vector. The user learns only the label assigned by the program to his vector;the diagnostic program itself remains secret. The program's owner does not learn anything. Our construction is significantly more efficient than those obtained by direct application of generic secure multi-party computation techniques. We use our protocol to implement a privacy-preserving version of the Clarify system for software fault diagnosis, and demonstrate that its performance is acceptable for many practical scenarios.

关键词： privacy data Mining Diagnostics Branching Programs

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Adding user-level SPACe: security, privacy, and context to intelligent multimedia information architectures

Adding user-level SPACe: Security, privacy, and context to i...

引用

IEEE/WIC/acm International conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006)

作者： Jutla, Dawn N. Kanevsky, Dimitri Sobey School of Business Saint Mary's University NS Canada Human Language Technologies T.J. Watson Research Centre IBM NY United States

ISBN: (纸本)9780769527499

We provide a unified architecture, called SPACe, for Secure, privacy-Aware, and Contextual multimedia systems in organizations. Many key and important architectural components already exist which contribute to a unified platform, including the classic data mining, security, and privacy-preserving components in conventional intelligent systems. After presenting an overview of our unified architecture, we focus on the state-of-the-art architectural components for user interaction in future systems - particularly multimedia voice interaction with intelligent systems. This paper shows how user-level conversational data mining (CDM) methods, coupled with biometric security, and enhanced with privacy-awareness, may be used with any Web information system architecture. Finally, we provide an example of our unified architecture through integrating a knowledge architecture for an e-finance application in the financial services domain. The resulting architectures benefit from added security, privacy-awareness, and contextual filtering at the user-level.

关键词： data privacy

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A privacy-preserving interdomain audit framework

A privacy-preserving interdomain audit framework

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5th acm Workshop on privacy in Electronic Society, WPES 2006, Co-located with the 13th acm conference on Computer and Communications security, CCS 2006

作者： Lee, Adam J. Tabriz, Parisa Borisov, Nikita University of Illinois at Urbana-Champaign Urbana IL 61801 United States

ISBN: (纸本)1595935568

Recent trends in Internet computing have led to the popularization of many forms of virtual organizations. Examples include supply chain management, grid computing, and collaborative research environments like PlanetLab. Unfortunately, when it comes to the security analysis of these systems, the whole is certainly greater than the sum of its parts. That is, local intrusion detection and audit practices are insufficient for detecting distributed attacks such as coordinated network reconnaissance, stepping-stone attacks, and violations of application-level trust constraints between security domains. A distributed process that coordinates information from each member could detect these types of violations, but privacy concerns between member organizations or safety concerns about centralizing sensitive information often restrict this level of information flow. In this paper, we propose a privacy-preserving framework for distributed audit that allows member organizations to detect distributed attacks without requiring the release of excessive private information. We discuss both the architecture and mechanisms used in our approach and comment on the performance of a prototype implementation. © 2006 acm.

关键词： data obfuscation

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Visualization for privacy compliance

Visualization for privacy compliance

引用

3rd International Workshop on Visualization for Computer security, VizSEC'06. Co-located with the 13th acm conference on Computer and Communications security, CCS'06

作者： Yee, George National Research Council Canada Building M-50 1200 Montreal Road Ottawa Ont. K1A 0R6 Canada

ISBN: (纸本)1595935495

The growth of the Internet has been accompanied by the growth of e-services (e.g. e-commerce, e-health). This proliferation of e-services has put large quantities of consumer private information in the hands of the service providers, who in many cases have mishandled the information, either intentionally or unintentionally, to the detriment of consumer privacy. As a result, government bodies have put in place privacy legislation that spells out a consumer's privacy rights and how consumer private information is to be handled. Providers are required to comply with such privacy legislation. This paper proposes visualization as a tool that can be used by security or privacy analysts to understand how private information flows within and between provider organizations, as a way of identifying vulnerabilities that can lead to non-compliance. A model of private information flow and a graphical notation for visualizing this flow are proposed. An application example of using the notation to identify privacy vulnerabilities is given. Copyright 2006 Government of Canada.

关键词： data privacy

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acm International conference Proceeding Series - proceedings of the Second Symposium on Usable privacy and security, SOUPS 2006

ACM International Conference Proceeding Series - Proceedings...

引用

2nd Symposium on Usable privacy and security, SOUPS 2006

ISBN: (纸本)1595934480

The proceedings contain 14 papers. The topics discussed include: aligning usability and security: a usability study of polaris;an empirical study of natural language parsing of privacy policy rules using the SPARCLE policy workbench;intentional access management: making access control usable for end-users;passpet: Convenient password management and phishing protection;password management strategies for online accounts;a comparison of perceived and real shoulder-surfing risks between alphanumeric and graphical passwords;human selection of mnemonic phrase-based passwords;decision strategies and susceptibility to phishing;the methodology and an application to fight against unicode attacks;web wallet: preventing phishing attacks by revealing user intentions;privacy and security threat analysis of the federal employee Personal Identity Verification (PIV) program;protecting domestic power-line communications;and power strips, prophylactics, and privacy, Oh my!.

关键词： data privacy

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Dynamic layer-2 VPN services for improving security in the Grid environment

引用

International conference on Emerging Trends in Information and Communication security

作者： Palmieri, Francesco Univ Naples Federico II Ctr Servizi Didatt Sci I-80126 Naples Italy

ISBN: (纸本)3540346406

Pervasive and on-demand computing are now a reality, mainly in the scientific area, and the computational Grid concept is gaining popularity as a scalable way to deliver access to a wide range of distributed computing and data resources. But, as Grids move from an experimental phase to real production and their deployment in the Internet significantly increases, controlling the security of a Grid application becomes imperative. The most significant Grid security issue is that the different sites composing the Grid will generally be managed by different organizations each with their own security mechanisms and policies. This makes any communication security arrangement on the entities participating to the Grid generally more difficult than if they were on the same local area network. In this paper, we show how the security and privacy services offered by scalable on-demand layer-2 MPLS VPN services can be applied in large-scale Grid scenarios and propose a novel network resource abstraction for discovery and setup of on-demand layer-2 Virtual Private Networks. It has been implemented in a Grid Information Service prototype which was successfully tested on a dedicated testbed infrastructure.

关键词： Grid computing security MPLS layer-2 VPN

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applications of secure electronic voting to automated privacy-preserving troubleshooting 05

Applications of secure electronic voting to automated privac...

引用

CCS 2005 - 12th acm conference on Computer and Communications security

作者： Huang, Qiang Jao, David Wang, Helen J. Princeton University United States Microsoft Research

ISBN: (纸本)1595932267

Recent work [27, 15] introduced a novel peer-to-peer application that leverages content sharing and aggregation among the peers to diagnose misconfigurations on a desktop PC. This application poses interesting challenges in preserving privacy of user configuration data and in maintaining integrity of troubleshooting results. In this paper, we provide a much more rigorous cryptographic and yet practical solution for preserving privacy, and we investigate and analyze solutions for ensuring integrity. Copyright 2005 acm.

关键词： Client server computer systems

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Generation of synthetic data sets for evaluating the accuracy of knowledge discovery systems

Generation of synthetic data sets for evaluating the accurac...

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KDD-2005: 11th acm SIGKDD International conference on Knowledge Discovery and data Mining

作者： Jeske, Daniel R. Samadi, Behrokh Lin, Pengyue J. Ye, Lan Cox, Sean Xiao, Rui Younglove, Ted Ly, Minh Holt, Douglas Rich, Ryan University of California Department of Statistics Riverside CA 92521 Lucent Technologies Bell Laboratories Holmdel NJ 07733 University of California Riverside CA

Information Discovery and Analysis Systems (IDAS) are designed to correlate multiple sources of data and use data mining techniques to identify potential significant events. application domains for IDAS are numerous and include the emerging area of homeland security. Developing test cases for an IDAS requires background data sets into which hypothetical future scenarios can be overlaid. The IDAS can then be measured in terms of false positive and false negative error rates. Obtaining the test data sets can be an obstacle due to both privacy issues and also the time and cost associated with collecting a diverse set of data sources. In this paper, we give an overview of the design and architecture of an IDAS data Set Generator (IDSG) that enables a fast and comprehensive test of an IDAS. The IDSG generates data using statistical and rule-based algorithms and also semantic graphs that represent interdependencies between attributes. A credit card transaction application is used to illustrate the approach. Copyright 2005 acm.

关键词： Knowledge based systems

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privacy and security in library RFID issues, practices, and architectures

Privacy and security in library RFID issues, practices, and ...

引用

proceedings of the 11th acm conference on Computer and Communications security, CCS 2004

作者： Molnar, David Wagner, David

We expose privacy issues related to Radio Frequency Identification (RFID) in libraries, describe current deployments, and suggest novel architectures for library RFID. Libraries are a fast growing application of RFID;the technology promises to relieve repetitive strain injury, speed patron self-checkout, and make possible comprehensive inventory. Unlike supply-chain RFID, library RFID requires item-level tagging, thereby raising immediate patron privacy issues. Current conventional wisdom suggests that privacy risks are negligible unless an adversary has access to library databases. We show this is not the case. In addition, we identify private authentication as a key technical issue: how can a reader and tag that share a secret efficiently authenticate each other without revealing their identities to an adversary? Previous solutions to this problem require reader work linear in the number of tags. We give a general scheme for building private authentication with work logarithmic in the number of tags, given a scheme with linear work as a sub-protocol. This scheme may be of independent interest beyond RFID applications. We also give a simple scheme that provides security against a passive eavesdropper using XOR alone, without pseudo-random functions or other heavy crypto operations. Copyright 2004 acm.

关键词： data privacy

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data base management 75

Data base management

引用

1975 National Computer conference AFIPS 1975

作者： Codd, E.F. IBM Research Laboratory San JoseCA United States

ISBN: (纸本)9781450379199

data base management is in a state of ferment due to the emergence within the past few years of many new requirements. Amongst these requirements are the need to make application programs and terminal activities much more independent of the internal representation of data in storage, and the need to support:1. many different kinds of end users at terminals (some interactions being of unpredictable scope and complexity);2. greatly enhanced data security and privacy;3. increased dynamic sharing of data (including concurrent update and enquiry);4. networks of mutually remote data bases (including very high level data sublanguages for low bandwidth communication of requests).

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