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User-controllable learning of security and privacy policies

User-controllable learning of security and privacy policies

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1st acm Workshop on AISec, AISec'08, Co-located with the 15th acm Computer and Communications security conference, CCS'08

作者： Kelley, Patrick Gage Drielsma, Paul Hankes Sadeh, Norman Cranor, Lorrie Faith School of Computer Science Carnegie Mellon University 5000 Forbes Ave. Pittsburgh PA 15213 United States

ISBN: (纸本)9781605582917

Studies have shown that users have great difficulty specifying their security and privacy policies in a variety of application domains. While machine learning techniques have successfully been used to refine models of user preferences, such as in recommender systems, they are generally configured as "black boxes" that take control over the entire policy and severely restrict the ways in which the user can manipulate it. this article presents an alternative approach, referred to as user-controllable policy learning. It involves the incremental manipulation of policies in a context where system and user refine a common policy model. the user regularly provides feedback on decisions made based on the current policy. this feedback is used to identify (learn) incremental policy improvements which are presented as suggestions to the user. the user, in turn, can review these suggestions and decide which, if any, to accept. the incremental nature of the suggestions enhances usability, and because the user and the system manipulate a common policy representation, the user retains control and can still make policy modifications by hand. Results obtained using a neighborhood search implementation of this approach are presented in the context of data derived from the deployment of a friend finder application, where users can share their locations with others, subject to privacy policies they refine over time. We present results showing policy accuracy, which averages 60% upon initial definition by our users, climbing as high as 90% using our technique. Copyright 2008 acm.

关键词： Feedback

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Introducing privacy in a hospital information system

Introducing privacy in a hospital information system

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30th International conference on Software Engineering, ICSE 2008 - 4th International Workshop on Software Engineering for Secure Systems, SESS'08

作者： Braghin, Stefano Coen-Porisini, Alberto Colombo, Pietro Sicari, Sabrina Trombetta, Alberto Dipartimento di Informatica e Comunicazione Università degli Studi dell'Insubria via Mazzini 5 21100 Varese Italy

ISBN: (纸本)9781605580425

security and privacy issues in healthcare data management play a fundamental role in the widespread adoption of medical information systems. As a consequence, it is very important to define the right means for expressing and managing policies in order to comply with privacy-related standards and regulations. In this work, we extend an open source hospital information system in order to provide support for expressing and enforcing privacy-related policies, using as a starting point a conceptual model the authors developed in a previous work. Copyright 2008 acm.

关键词： Medical information systems

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Design of Network Management Platform and security Framework for WSN

Design of Network Management Platform and Security Framework...

引用

4th International conference on Signal Image Technology and Internet Bases Systems

作者： Lee, Byunggil Bae, Seungjo Han, Dongwon Elect & Telecommun Res Inst Taejon South Korea

ISBN: (纸本)9780769534930

Wireless sensor networks are rapidly emerging as an important area in ubiquitous computing industry. they are very tiny devices with limited energy, memory, transmission range, and computation power. So, wireless sensor networks are vulnerable to security attack such as sinkhole attack, wormhole attack, and simple power exhaustion attack. However, wireless sensor networks must be secured from obstructing the delivery of correct sensor data and from forging sensor data. the security and privacy problem related to wireless sensor network's application has become a serious issue in the real service environment. In this paper, we propose our management platform and security framework for wireless sensor networks. the proposed framework has advantages as regards secure association and intrusion detection. Furthermore, the proposed mechanism can be applied to ubiquitous application such as u-city, u-healthcare, u-defense as a secure wireless sensor network management platform.

关键词： Wireless sensor networks

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Towards successive privacy protection in Sensor Networks

Towards successive privacy protection in Sensor Networks

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5th International conference on Embedded and Ubiquitous Computing

作者： Zhao, Baokang Wang, Dan Shao, Zili Cao, Jiannong Chan, Keith C. C. Su, Jinshu Yang, Yanqin Hong Kong Polytech Univ Dept Comp Kowloon Hong Kong Peoples R China Hong Kong Polytech Univ Dept Comp Kowloon Hong Kong Peoples R China Shanghai Jiao Tong Univ Dept Comp Sci & Engn Shanghai Peoples R China

ISBN: (纸本)9780769534923

With the emerging embedding of the sensor networks into the pervasive environment, our capabilities on location information gathering and processing have been greatly improved. Although this information is very useful, it also brings great challenges for protecting the privacy. Currently, most research efforts focus oil protecting current location, and ignore the internal relationship among the successive locations. To date, there are many techniques to infer a location when the related successive information is published, and which bring in serious privacy and security concerns. In this paper, we Jar the first time consider this kind of relationship, and identify a novel successive privacy threat. We then formulate a generic model for protecting the successive privacy. Under this model, there is a trade-off between the number of data to be published and the privacy protecting level, and which brings a novel maximum publishable location privacy problem. As this problem is intractable, we develop several heuristics. Extensive simulations demonstrate the effectiveness of our schemes.

关键词： Sensor networks

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A Shared Steganographic File System with Error Correction

A Shared Steganographic File System with Error Correction

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5th International conference on Modeling Decisions for Artificial Intelligence

作者： Doiningo-Ferrer, Josep Bras-Amoros, Maria Univ Rovira & Virgili UNESCO Chair Data Privacy Dept Comp Engn & Math E-43007 Tarragona Catalonia Spain

ISBN: (纸本)9783540882688

Steganographic file systems are file systems where the location and even the existence of files are unknown to the users not having stored them. If the file system can be written to by several users, a user may inadvertently damage the files stored by other users. In this paper, solutions to the collision problem are proposed which rely on error-correcting codes. the storage efficiency and the privacy offered by the proposed protocols are analytically assessed.

关键词： Information privacy and security steganographic file systems error-correcting codes

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Modeling Decisions for Artificial Intelligence - 5th International conference, MDAI 2008, proceedings

Modeling Decisions for Artificial Intelligence - 5th Interna...

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5th International conference on Modeling Decisions for Artificial Intelligence, MDAI 2008

ISBN: (纸本)3540882685

the proceedings contain 21 papers. the topics discussed include: toward elucidating language functions in the brain;privacy-preserving similarity evaluation and application to remote biometrics authentication;suitability maps based on the LSP method;aggregated mean ratios of an interval induced from aggregation operations;WOWA enhancement of the preference modeling in the reference point method;uninorms and non-contradiction;Choquet Stieltjes integral, Losonczi's means and OWA operators;the polytope of Fuzzy measures and its adjacency graph;on consensus measures in Fuzzy group decision making;SBM and bipolar models in data envelopment analysis with interval data;a linear-time multivariate micro-aggregation for privacy protection in uniform very large data sets;and improving microaggregation for complex record anonymization.

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Trust, privacy and security in Digital Business 2008

引用

丛书名： Lecture Notes in Computer Science

2008年

作者： Steven M. Furnell Sokratis Katsikas Antonio Lioy

ISBN: (数字)9783540857358

ISBN: (纸本)9783540857341

this book constitutes the refereed proceedings of the 5th International conference on Trust and privacy in Digital Business, TrustBus 2008, held in Turin, Italy, in September 2008 in conjunction with DEXA 2008. the 18 revised full papers presented together with 1 invited keynote lecture were carefully reviewed and selected from numerous submissions. the papers are organized in topical sections on trust, authentication, authorization and access control, reputation systems, security policies and identity management, intrusion detection and applications of game theory to IT security problems, and privacy.

关键词： Public key infrastructure (Computer security) Congresses. data transmission systems security measures Congresses. Electronic commerce security measures Congresses. Business enterprises Computer networks security measures Congresses.

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Assertions signcryption scheme in decentralized autonomous trust environments

引用

5th International conference on Autonomic and Trusted Computing

作者： Zhang, Mingwu Yang, Bo Zhu, Shenglin Zhang, Wenzheng S China Agr Univ Coll Informat Dept Comp Sci & Engn Guangzhou 510642 Guangdong Peoples R China National Lab Modern Commun Chengdu 610041 Peoples R China

ISBN: (纸本)9783540692942

Trust management is a crucial approach to authenticate user and protect resource in distributed systems. Trust between two unknown parties in different autonomous domain is established based on the parties properties, by which are proven their qualifications through the disclosure of appropriate credentials. Assertion, described as well-defined uniformly semantic structure entities such as credentials, policies and requests, is encrypted by issuer or authority's public key. In this paper, we propose an efficient assertion security protect model based on signcryption scheme for multiple autonomous domain managers and privacy key generators (PKGs). We proved its security including confidentiality, unforgeability, public verifiability, and ciphertext anonymity under the DBDH assumption in the random oracle model, where the proposed scheme has comparable advantage in security and efficiency to other previous ID-based signcryption schemes in multiple PKGs.

关键词： trust management assertion signcryption autonomous trust domain privacy

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application of Improved Algorithm of data Reduction to Knowledge Discovery of Information security Management

Application of Improved Algorithm of Data Reduction to Knowl...

引用

5th International conference on Fuzzy Systems and Knowledge Discovery

作者： Hao Xiaoling Li Ming Shanghai Univ Finance & Econ Shanghai 200433 Peoples R China Tongji Univ Shanghai 200092 Peoples R China

ISBN: (纸本)9780769533056

Rough set theory has been a powerful methodology in data mining and knowledge discovery, extracting and minimizing rules from decision tables. there are mainly two kinds of ways for knowledge discovery: the one is to get specialized knowledge from experts in this fields, the second is to provide automated analysis solutions from database. But there are few studies that focus on the knowledge discovery combing specialized knowledge with automatic knowledge analysis. In this paper, rough set methodology is extended with a heuristic research algorithm. this algorithm, based on the discernibility matrices, integrates the frequency and significance of the attributes and the contribution rate of the rules to subjective judgment. this algorithm can find out the attributes with relative high subjective values. It is especially of importance to controllable system, where the value can be affected by the subjective judgment. And this algorithm is applied in the empirical studies in information security management.

关键词： data mining

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A Novel Self-Renewal Hash Chain and Its Implementation

A Novel Self-Renewal Hash Chain and Its Implementation

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5th International conference on Embedded and Ubiquitous Computing

作者： Zhang, Haojun Li, Xiaoxue Ren, Rui Henan Univ Technol Zhengzhou 450001 Henan Peoples R China Agr Bank China Henan Branch Henan 450001 Peoples R China

ISBN: (纸本)9780769534923

Hash Chains are widely used for entity authentication or data-origin authentication. However, finite length of a hash chain limits its implementations. A new kind of hash chain, called Self-Renewable Hash Chain (SRHC) is proposed, which achieves a hash chain self-renewing or re-initialization smoothly, securely throughout its usage. the renewing process of SRHC does not need additional protocols or independent re-initialization processes and can be continued indefinitely to give rise to an infinite length hash chain. It also enhances security properties for conventional hash chain: fine-authentication and proactive updating etc. An application of SRHC - an improved 4-WAY protocol with SRHC for WLAN is presented that shows SRHC is available and practical.

关键词： security authentication self-renewal hash chain

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