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RT-SANE : Real Time security Aware Scheduling on the Network Edge 17

<i>RT</i>-<i>SANE</i> : Real Time Security Aware Scheduling ...

引用

10th International conference on Utility and Cloud Computing (UCC) / 4th International conference on Big data Computing, applications and Technologies (BDCAT)

作者： Singh, Anil Auluck, Nitin Rana, Omer Jones, Andrew Nepal, Surya Indian Inst Technol Dept Comp Sci & Engn Ropar India Cardiff Univ Sch Comp Sci & Informat Cardiff Wales CSIRO Distributed Syst Secur Grp Sydney NSW Australia

ISBN: (纸本)9781450351492

Edge computing extends a traditional cloud data centre model often by using a microdata centre (mdc) at the network edge for computation and storage. As these edge devices are in proximity to users, this results in improved application response times and reduces load on the cloud data center (cdc). In this paper, we propose a security and deadline aware scheduling algorithm called RT-SANE (Real-Time security Aware scheduling on the Network Edge). applications with stringent privacy requirements are scheduled on an mdc closer to the user, whereas others can be scheduled on a cdc or a remotemdc. We also discuss how application performance and network latency influence the choice of an mdc or cdc. the intuition is that due to a lower communication latency between the user & the mdc, more applications are able to meet their deadlines when run on themdc. Conversely, applications with loose deadlines may be executed on a cdc. In order to facilitate this, we also propose a distributed orchestration architecture and protocol that is both performance & security aware. Simulation results show that RT-SANE offers superior real-time performance compared to a number of other scheduling policies in an Edge computing environment, while meeting application privacy requirements.

关键词： Internet of things IoT Fog Computing Edge Computing Cloud omputing Cloudlets Micro data Centers Cloud data Center Distributed Orchestration Real-Time security

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Detection and Auto-protection of Cache File privacy Leakage for Mobile Social Networking applications in Android 1

引用

5th International conference on Human Aspects of Information security, privacy and Trust (HAS) Held as Part of 19th International conference on Human-Computer Interaction (HCI International)

作者： Li, Hui Liu, Wenling Wang, Bin Zhang, Wen Beijing Univ Posts & Telecommun Beijing Peoples R China

ISBN: (数字)9783319584607

ISBN: (纸本)9783319584607;9783319584591

A lot of privacy data are generated by using mobile social networking applications (MSNAs) and the values of user's privacy data in those applications increase with the establishment and development of big data platform, which makes MSNAs the primary target to be analyzed. therefore, it is important to analyze privacy leakage and protect user's privacy in the MSNAs. However, the existing approaches of data leakage detection in the Android platform are not suitable for MSNAs, e.g. VetDroid are considered as an impractical means since they require users' frequent participation;TaintDroid and the detection methods based on it require the modification of Android system or the modification and re-package of the application, so the cost of the experiment will increase, and the operating efficiency of the application will decrease apparently. In this paper, we propose a privacy leakage detection tool named X-Decaf (X-Posed based Detection of Cache File) as well as an auto-protection method named ATFed (Automatic Transparent File Encryption/Decryption) in MSNAs on the Android platform. these two methods are designed to solve the above-mentioned issues under the conditions of keeping low coupling with the Android system and posing low impacts on the original MSNA.

关键词： Android system privacy leakage Taint tracking Cache file X-Posed Transparent encryption

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SAVI-IoT: A Self-Managing Containerized IoT Platform 5

SAVI-IoT: A Self-Managing Containerized IoT Platform

引用

IEEE 5th International conference on Future Internet of things and Cloud (FiCloud)

作者： Khazaei, Hamzeh Bannazadeh, Hadi Leon-Garcia, Alberto Univ Toronto Dept Elect & Comp Engn Toronto ON Canada

ISBN: (纸本)9781538620748

Internet of things (IoT) as a service is the ultimate goal of employing cloud computing paradigm for initiating IoT application scenarios. Due to the nature of IoT ecosystems, an IoT application should be distributed, programmable and autonomic;also, it requires to support heterogeneity, security and privacy by following design patterns involved in creating IoT systems. A multi-layer cloud architecture comprising of a high-capacity core center that is connected, through high speed links, to geographically distributed smart edges seem appropriate for highly distributed and heterogeneous IoT applications. Building upon our previous initiatives and inspired by the Infrastructure as Code (IoC) paradigm, in this paper, we propose and evaluate a hierarchical, programmable and autonomic IoT platform based on the microservice models. Our platform supports big data, local/edge data processing, high level of programmability and runtime autonomic management. the autonomic management system ensures the service availability, quality of service and optimized resource utilization in the whole IoT application components autonomously. the primary results affirm a promising future of our platform toward realization of IoT as a service.

关键词： Cloud computing Containers Virtualization Sparks Big data Logic gates security

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Research Issues and Approaches for Connected and Automated Vehicles 17

Research Issues and Approaches for Connected and Automated V...

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7th acm conference on data and application security and privacy (CODASPY)

作者： Shin, Kang G. Univ Michigan Ann Arbor Ann Arbor MI 48109 USA

ISBN: (纸本)9781450345231

Driverless and/or environment-friendly cars have recently received a great deal of attention from media and almost all industry and government sectors due mainly to their great potential impacts on safety, economy, and environments. In particular, enabling vehicles to communicate with one another via wireless devices holds the potential to automate vehicles while dramatically improving safety, reducing congestion, and conserving energy. To move toward realization of this potential, we have been conducting research into various issues, including: Automation of vehicle sensing and control;Vehicle safety and passenger comfort;Securing information communication and computation;Developing environment-friendly solutions. In this talk, I will discuss various issues and approaches related to security of connected and automated vehicles.

关键词： Connected and/or automated cars security of in-vehicle networks intrusion detection

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Model Driven Implementation of security Management Process 5

Model Driven Implementation of Security Management Process

引用

5th International conference on Model-Driven Engineering and Software Development (MODELSWARD)

作者： Mozzaquatro, Bruno A. Jardim-Goncalves, Ricardo Agostinho, Carlos UNL DEE FCT P-2829516 Caparica Portugal Univ Nova Lisboa Ctr Technol & Syst P-2829516 Caparica Portugal

ISBN: (纸本)9789897582103

Services composition involves many time and effort to describe high-level requirements of the business process. To this purpose, the Model Driven Service Engineering Architecture (MDSEA) is a methodology to distinguish the business view and technical point of view in products and services and to agilize the software development. Such capabilities demand more effective process applied to specify, evaluate, communicate and design the system as well as system functionalities and security issues. security aspects are critical when it involves privacy of data exchange of devices. In this context, the definition of security artifacts during the design of a business process consumes time of system funcionalities development. this paper proposes an implementation of a security management process using the methodology MDSEA as support to promote model transformations from business model to specific artifacts and configurations. this support enables to enrich a solid business model with technical details by specialists.

关键词： Business Process MDA security Management Model Transformations MDSEA

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Vulnerable Implicit Service: A Revisit 17

Vulnerable Implicit Service: A Revisit

引用

24th acm-SIGSAC conference on Computer and Communications security (acm CCS)

作者： Lei, Lingguang He, Yi Sun, Kun Jing, Jiwu Wang, Yuewu Li, Qi Weng, Jian Chinese Acad Sci Data Assurance & Commun Secur Res Ctr Beijing Peoples R China Chinese Acad Sci Inst Informat Engn State Key Lab Informat Secur Beijing Peoples R China George Mason Univ Fairfax VA 22030 USA Tsinghua Univ Grad Sch Shenzhen Dept Comp Sci Beijing Peoples R China Jinan Univ Guangzhou Guangdong Peoples R China

ISBN: (纸本)9781450349468

fthe services in Android applications can be invoked either explicitly or implicitly before Android 5.0. However, since the implicit service invocations suffer service hijacking attacks and thus lead to sensitive information leakage, they have been forbidden since Android 5.0. thereafter since the Android system will simply throw an exception and crash the application that still invokes services implicitly, it was expected that application developers will be forced to convert the implicit service invocations to explicit ones by specifying the package name of the service to be called. In this paper, we revisit the service invocations by analyzing two sets of the same 1390 applications downloaded from Google Play Store before and after the the implicit service forbidden policy is enforced. We develop a static analysis framework called ISA to perform our study. Our analysis results show that the forbidden policy effectively reduces the number of vulnerable service invocations from 643 to 112, namely, 82.58% reduction. However, after a detailed analysis of the remaining 112 vulnerable invocations, we discover that the forbidden policy fails to resolve the service hijacking attacks. Among the 1390 applications downloaded in May 2017, we find 36 popular applications still vulnerable to service hijacking attacks, which can lead to the loss of user bank account and VPN login credentials, etc. Moreover, we find that the forbidden policy introduces a new type of denial of service attacks. Finally, we discuss the root challenges on resolving service hijacking attacks and propose countermeasures to help mitigate the service hijacking attacks.

关键词： Implicit Intent Service Hijacking Attacks Denial of Service Attacks

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Statistical security Incident Forensics against data Falsification in Smart Grid Advanced Metering Infrastructure 17

Statistical Security Incident Forensics against Data Falsifi...

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7th acm conference on data and application security and privacy (CODASPY)

作者： Bhattacharjee, Shameek thakur, Aditya Silvestri, Simone Das, Sajal K. Missouri Univ Sci & Technol Dept Comp Sci Rolla MO 65409 USA Missouri Univ Sci & Technol Dept Elect Engn Rolla MO 65409 USA

ISBN: (纸本)9781450345231

Compromised smart meters reporting false power consumption data in Advanced Metering Infrastructure (AMI) may have drastic consequences on a smart grid's operations. Most existing works only deal with electricity theft from customers. However, several other types of data falsification attacks are possible, when meters are compromised by organized rivals. In this paper, we first propose a taxonomy of possible data falsification strategies such as additive, deductive, camouflage and conflict, in AMI micro-grids. then, we devise a statistical anomaly detection technique to identify the incidence of proposed attack types, by studying their impact on the observed data. Subsequently, a trust model based on Kullback-Leibler divergence is proposed to identify compromised smart meters for additive and deductive attacks. the resultant detection rates and false alarms are minimized through a robust aggregate measure that is calculated based on the detected attack type and successfully discriminating legitimate changes from malicious ones. For conflict and camouflage attacks, a generalized linear model and Weibull function based kernel trick is used over the trust score to facilitate more accurate classification. Using real data sets collected from AMI, we investigate several trade-offs that occur between attacker's revenue and costs, as well as the margin of false data and fraction of compromised nodes. Experimental results show that our model has a high true positive detection rate, while the average false alarm rate is just 8%, for most practical attack strategies, without depending on the expensive hardware based monitoring.

关键词： Statistical Anomaly Detection security Incident Forensics Trust Models data Falsification Information theory Supervised Learning Smart Grid Advanced Metering Infrastructure Relative Entropy

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Android App Permission and Users' Adoption: A Case Study of Mental Health application 1

引用

5th International conference on Human Aspects of Information security, privacy and Trust (HAS) Held as Part of 19th International conference on Human-Computer Interaction (HCI International)

作者： Huang, Hsiao-Ying Bashir, Masooda Univ Illinois Illinois Informat Inst Champaign IL 61820 USA Univ Illinois Sch Informat Sci Champaign IL 61820 USA

ISBN: (数字)9783319584607

ISBN: (纸本)9783319584607;9783319584591

the prevalent use of mobile devices makes mobile applications (apps) a promising approach to enhance mental healthcare. However, at the same time, users' information privacy and security becomes a serious concern due to the ubiquitous data collection of mobile device, especially when it comes to mental health information. With the exponential development of the current Android app market, hundreds of mental health apps are available to users. We are interested in how app permission, as the only information available about app privacy, is related to users' adoption of mental health apps. Considering that mental health is a broad field, this study focuses on one mental health condition: anxiety. A systematic search of anxiety apps was conducted on the Android app store. A total of 274 apps were collected and analyzed. In this study, we revealed the relationship between app permission and users' anxiety app adoption. We found that anxiety apps with more app permissions have higher installs. Also, certain app permissions are significantly related to the installation and rating of apps, such as the permission of in-app purchases, cameras, and location. this study provides a big picture of how app permission is connected with mental health app adoption. We believe this is an important step before we can identify which apps may pose higher risks for compromising users' information privacy and security.

关键词： Information privacy security Mobile device Smartphone

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Combined approach of Tokenization and Mining to secure and optimize Big data in Cloud Storage 5

Combined approach of Tokenization and Mining to secure and o...

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5th IEEE-Region-10 Humanitarian Technology conference (R10-HTC)

作者： Roy, Shanto Shovon, Ahmedur Rahman Whaiduzzaman, Md. Jahangirnagar Univ Inst Informat Technol Dhaka 1342 Bangladesh

ISBN: (纸本)9781538621752

the era of technology is now shifting towards the Cloud Computing and today's computation tends to be provisioned as a service rather than a product. Recently Cloud Computing has become more portable and flexible in such way so that we call it having a super computer in our pockets. Despite the potential application of cloud computing, data security is still questionable in privacy issue due to insider threats and data breaches. After the internet of things (IoT) emerges, in Big data arena both data security and storage optimization at the same time has been a crying need. In this paper, we propose an enhanced framework of security model including tokenization with a view to eradicating the privacy issue of sensor data and ensuring storage optimization. Tokenization provides a wider range of security by protecting data from malicious insider threats or data breaches in cloud. Our proposed tokenization process optimizes cloud storage instances as well with a little prior mining in order to convert large data sets into small ones.

关键词： Cloud storage

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Concurrent History-based Usage Control Policies 5

Concurrent History-based Usage Control Policies

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5th International conference on Model-Driven Engineering and Software Development (MODELSWARD)

作者： Martinelli, Fabio Matteucci, Ilaria Mori, Paolo Saracino, Andrea CNR Ist Informat & Telemat Pisa Italy

ISBN: (纸本)9789897582103

the sharing of data and resources is one of the cornerstones of our society. However, this comes together with several challenges regarding the increasing need of guaranteeing security and privacy during both the access and the usage of such shared resources. Access control policies first, and usage control policies secondly, have been introduced to overcome issues related to the access and usage of resources. However, the introduction of distributed and cloud systems to share data and resources enables the concurrent and shared access to the same resources. Here we present an enhanced version of History-based Usage Control policies in which we are able to manage concurrent access and usage of resources by several subjects, whose actions may influence one another. Moreover, to ease the understanding of the proposed approach, we present a reference example where a document is shared among a set of people having different roles in a company.

关键词： History-based Policy Usage Control Policy data Sharing Process Algebra

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