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Session details: Insider threats and data leakage 11

Session details: Insider threats and data leakage

引用

proceedings of the first acm conference on data and application security and privacy

作者： Ram Krishnan University of Texas at San Antonio

No abstract available.

ISBN: (纸本)9781450304665

No abstract available.

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SecureME: A hardware-software approach to full system security 11

SecureME: A hardware-software approach to full system securi...

引用

proceedings of the international conference on Supercomputing

作者： Chhabra, Siddhartha Rogers, Brian Solihin, Yan Prvulovic, Milos Dept. of Electrical and Computer Engineering North Carolina State University United States College of Computing Georgia Institute of Technology United States Intel Labs. United States IBM United States

ISBN: (纸本)9781450301022

With computing increasingly becoming more dispersed, relying on mobile devices, distributed computing, cloud computing, etc. there is an increasing threat from adversaries obtaining physical access to some of the computer systems through theft or security breaches. With such an untrusted computing node, a key challenge is how to provide secure computing environment where we provide privacy and integrity for data and code of the application. We propose SecureME, a hardware-software mechanism that provides such a secure computing environment. SecureME protects an application from hardware attacks by using a secure processor substrate, and also from the Operating System (OS) through memory cloaking, permission paging, and system call protection. Memory cloaking hides data from the OS but allows the OS to perform regular virtual memory management functions, such as page initialization, copying, and swapping. Permission paging extends the OS paging mechanism to provide a secure way for two applications to establish shared pages for inter-process communication. Finally, system call protection applies spatio-temporal protection for arguments that are passed between the application and the OS. Based on our performance evaluation using microbenchmarks, single-program workloads, and multiprogrammed workloads, we found that SecureME only adds a small execution time overhead compared to a fully unprotected system. Roughly half of the overheads are contributed by the secure processor substrate. SecureME also incurs a negligible additional storage overhead over the secure processor substrate. © 2011 acm.

关键词： Paging systems

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A privacy Recommendation Wizard for Users of Social Networking Sites 10

A Privacy Recommendation Wizard for Users of Social Networki...

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17th acm conference on Computer and Communications security (CCS)

作者： Fang, Lujun Kim, Heedo LeFevre, Kristen Tami, Aaron Univ Michigan Elect Engn & Comp Sci 2260 Hayward Ave Ann Arbor MI 48109 USA

ISBN: (纸本)9781450302449

privacy is a huge problem for users of social networking sites. While sites like Facebook allow individual users to personalize fine-grained privacy settings, this has proven quite difficult for average users. This demonstration illustrates a machine learning privacy wizard, or recommendation tool, that we have built at the University of Michigan. The wizard is based on the underlying observation that real users conceive their privacy preferences (which friends should see which data items) based on an implicit structure. Thus, after asking the user a limited number of carefully-chosen questions, it is usually possible to build a machine learning model that accurately predicts the user's privacy preferences. This model, in turn, can be used to recommend detailed privacy settings for the user. Our demonstration wizard runs as a third-party Facebook application. conference attendees will be able to "test-drive" the wizard by installing it on their own Facebook accounts.

关键词： Social Network privacy Usability Active Learning

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Collusion-resistant privacy-preserving data mining

Collusion-resistant privacy-preserving data mining

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16th acm SIGKDD International conference on Knowledge Discovery and data Mining, KDD-2010

作者： Yang, Bin Nakagawa, Hiroshi Sato, Issei Sakuma, Jun Graduate School of Information Science and Technology University of Tokyo Japan Information Technology Center University of Tokyo Japan Department of Computer Science University of Tsukuba Japan

ISBN: (纸本)9781450300551

Recent research in privacy-preserving data mining (PPDM) has become increasingly popular due to the wide application of data mining and the increased concern regarding the protection of private and personal information. Lately, numerous methods of privacy-preserving data mining have been proposed. Most of these methods are based on an assumption that semi-honest is and collusion is not present. In other words, every party follows such protocol properly with the exception that it keeps a record of all its intermediate computations without sharing the record with others. In this paper, we focus our attention on the problem of collusions, in which some parties may collude and share their record to deduce the private information of other parties. In particular, we consider a general problem in PPDM - multiparty secure computation of some functions of secure summations of data spreading around multiple parties. To solve such a problem, we propose a new method that entails a high level of security-full-privacy. With this method, no sensitive information of a party will be revealed even when all other parties collude. In addition, this method is efficient with a running time of O(m). We will also show that by applying this general method, a large number of problems in PPDM can be solved with enhanced security. © 2010 acm.

关键词： data mining

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proceedings of the 2010 acm Workshop on Cloud Computing security Workshop, CCSW '10, Co-located with CCS'10

Proceedings of the 2010 ACM Workshop on Cloud Computing Secu...

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2010 acm Workshop on Cloud Computing security Workshop, CCSW '10, Co-located with CCS'10

ISBN: (纸本)9781450300896

The proceedings contain 14 papers. The topics discussed include: authentication in the clouds: a framework and its application to mobile users;content oriented virtual domains for secure information sharing across organizations;towards a discipline of mission-aware cloud computing;remote data checking for network coding-based distributed storage systems;seeding clouds with trust anchors;privacy preserving EHR system using attribute-based infrastructure;privacy preserving mapping schemes supporting comparison;HengHa: data harvesting detection on hidden databases;a new form of DOS attack in a cloud and its avoidance mechanism;towards incident handling in the cloud: challenges and approaches;first principles vulnerability assessment;and security audits of multi-tier virtual infrastructures in public infrastructure clouds.

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Cloudward Bound: Planning for Beneficial Migration of Enterprise applications to the Cloud 10

Cloudward Bound: Planning for Beneficial Migration of Enterp...

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acm SIGCOMM conference 2010

作者： Hajjat, Mohammad Sun, Xin Sung, Yu-Wei Eric Maltz, David Rao, Sanjay Sripanidkulchai, Kunwadee Tawarmalani, Mohit Purdue Univ W Lafayette IN 47907 USA

ISBN: (纸本)9781450302012

In this paper, we tackle challenges in migrating enterprise services into hybrid cloud-based deployments, where enterprise operations are partly hosted on-premise and partly in the cloud. Such hybrid architectures enable enterprises to benefit from cloud-based architectures, while honoring application performance requirements, and privacy restrictions on what services may be migrated to the cloud. We make several contributions. First, we highlight the complexity inherent in enterprise applications today in terms of their multi-tiered nature, large number of application components, and interdependencies. Second, we have developed a model to explore the benefits of a hybrid migration approach. Our model takes into account enterprise-specific constraints, cost savings, and increased transaction delays and wide-area communication costs that may result from the migration. Evaluations based on real enterprise applications and Azure-based cloud deployments show the benefits of a hybrid migration approach, and the importance of planning which components to migrate. Third, we shed insight on security policies associated with enterprise applications in data centers. We articulate the importance of ensuring assurable reconfiguration of security policies as enterprise applications are migrated to the cloud. We present algorithms to achieve this goal, and demonstrate their efficacy on realistic migration scenarios.

关键词： Algorithms Design Experimentation Management Performance security Cloud Computing Enterprise applications security Policies Performance Modeling Network Configurations

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Middleware 2010 - acm/IFIP/USENIX 11th International Middleware conference, proceedings

Middleware 2010 - ACM/IFIP/USENIX 11th International Middlew...

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acm/IFIP/USENIX 11th International Middleware conference, Middleware 2010

ISBN: (纸本)3642169546

The proceedings contain 19 papers. The topics discussed include: adapting distributed real-time and embedded pub/sub middleware for cloud computing environments;a dynamic data middleware cache for rapidly-growing scientific repositories;anonygator: privacy and integrity preserving data aggregation;middleware for a re-configurable distributed archival store based on secret sharing;parametric subscriptions for content-based publish/subscribe networks;the gossple anonymous social network;prometheus: user-controlled P2P social data management for socially-aware applications;bridging the gap between legacy services and web services;enforcing end-to-end application security in the cloud;distributed middleware enforcement of event flow security policy;automatically generating symbolic prefetches for distributed transactional memories;and asynchronous lease-based replication of software transactional memory.

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proceedings - 2010 IEEE/WIC/acm International conference on Web Intelligence, WI 2010

Proceedings - 2010 IEEE/WIC/ACM International Conference on ...

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2010 IEEE/WIC/acm International conference on Web Intelligence, WI 2010

ISBN: (纸本)9780769541914

The proceedings contain 118 papers. The topics discussed include: wikipedia and how to use it for semantic document representation;game theory for security: lessons learned from deployed applications;Bees swarm optimization based approach for web information retrieval;approximate representations in the medical domain;using web-intelligence for excavating the emerging meaning of target-concepts;a computational cognitive model for simulating heuristics retrieval in human problem solving;stochastic simulation of web users;expertise matching via constraint-based optimization;enabling self-organising service level management with automated negotiation;integrating provenance information in reservoir engineering;how to improve your Google ranking: myths and reality;image set classification using multi-layer multiple instance learning with application to cannabis website classification;and towards fully distributed and privacy-preserving recommendations via expert collaborative filtering and RESTful linked data.

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Challenges for protecting the privacy of health information: Required certification can leave common vulnerabilities undetected

Challenges for protecting the privacy of health information:...

引用

2nd Annual Workshop on security and privacy in Medical and Home-Care Systems, SPIMACS '10, Co-located with CCS'10

作者： Smith, Ben Austin, Andrew Brown, Matt King, Jason T. Lankford, Jerrod Meneely, Andrew Williams, Laurie Department of Computer Science North Carolina State University 890 Oval Drive Raleigh NC 27695 United States

ISBN: (纸本)9781450300940

The use of electronic health record (EHR) systems by medical professionals enables the electronic exchange of patient data, yielding cost and quality of care benefits. The United States American Recovery and Reinvestment Act (ARRA) of 2009 provides up to $34 billion for meaningful use of certified EHR systems. But, will these certified EHR systems provide the infrastructure for secure patient data exchange? As a window into the ability of current and emerging certification criteria to expose security vulnerabilities, we performed exploratory security analysis on a proprietary and an open source EHR. We were able to exploit a range of common code-level and design-level vulnerabilities. These common vulnerabilities would have remained undetected by the 2011 security certification test scripts from the Certification Commission for Health Information Technology, the most widely used certification process for EHR systems. The consequences of these exploits included, but were not limited to: exposing all users' login information, the ability of any user to view or edit health records for any patient, and creating a denial of service for all users. Based upon our results, we suggest that an enhanced set of security test scripts be used as entry criteria to the EHR certification process. Before certification bodies spend the time to certify that an EHR application is functionally complete, they should have confidence that the software system meets a basic level of security competence. © 2010 acm.

关键词： Electronic data interchange

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11th acm/IFIP/USENIX International Middleware conference, Middleware 2010

11th ACM/IFIP/USENIX International Middleware Conference, Mi...

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11th acm/IFIP/USENIX International Middleware conference, Middleware 2010

ISBN: (纸本)3642169546

The proceedings contain 19 papers. The special focus in this conference is on Cloud computing, data management, Publish-Subscribe and Multicast Systems, Social and location-aware middleware, Reliability and legacy, Trust and security and Transactional memory. The topics include: A slot allocation scheduling optimizer for mapreduce workloads;adapting distributed real-time and embedded pub/sub middleware for cloud computing environments;enforcing power budget in shared data centers;a dynamic data middleware cache for rapidly-growing scientific repositories;privacy and integrity preserving data aggregation;middleware for a re-configurable distributed archival store based on secret sharing;parametric subscriptions for content-based publish/subscribe networks;a flexible infrastructure for wide-area collaborative applications;fast, reliable application layer multicast for flash dissemination;the gossple anonymous social network;user-controlled P2P social data management for socially-aware applications;a translucent positioning middleware supporting adaptation of internal positioning processes;fault localization in large-scale Peer-to-Peer systems;bridging the gap between legacy services and web services;enforcing End-to-End application security in the cloud;lightweight freerider-tracking in gossip;distributed middleware enforcement of event flow security policy;automatically generating symbolic prefetches for distributed transactional memories and asynchronous lease-based replication of software transactional memory.

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