Data Protection and Anonymity (aggregation, analysis and post-elicitation)
M-Score and K-Anonymity: A Model for Detection And Protection of Data
... micro data requires that each equivalence class ...the data, and referring to which the released data should be indistinguishably related to no less than a certain number of ...
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The terms of anonymity: An interview with Marit Hansen, German data protection expert
... PB: In the following 10 years, the paper was constantly being updated. It almost became a public document, a sort of wiki written by some of the leading experts… MH: Yes, and that is not typical, by the way! It is not ...
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An Analysis of Tools for Online Anonymity
... the data has become pervasive in society with the increase of data mining and the lack of protection consumers have against these ...this data is collected the consumer has no control over how ...
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Lowcost and High Anonymity Protection to Manets through Alert
... high anonymity protection at a low cost, the project proposes an anonymous location-based efficient routing protocol ...the data initiator/receiver among many initiators/receivers to strengthen ...
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Achieving k Anonymity Privacy Protection using Agents
... specific data. If unauthorized person read our personal data then it is simple break the privacy policy ...personal data and its easy to figure out the particular person so indirectly violation in ...
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Movement Data Anonymity through Generalization
... for data analysis and ...mobility data are ...weak protection, as generally it is possible to re-identify a person by ob- serving her routine ...true anonymity in a dataset of published ...
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(alpha, k)-anonymity: an enhanced k-anonymity model for privacy preserving data publishing
... identification protection of individu- als in the equivalent ...A data set D is k-anonymous with respect to Q if the size of every equivalence class with respect to Q is k or ...
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Review on Anonymous Routing Protocol for High Anonymity Protection in MANETs
... MANET, Anonymity Routing Protocols, Zone Partitions, ...analyse data as well as traffic analysis by communication eavesdropping or attacking routing ...applications, anonymity may not be a ...
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S-KACA Anonymity Privacy Protection Based on Clustering Algorithm
... published data, and the amount of information loss is higher than the local generalization algorithm; the local generalization algorithm is based on the idea of clustering, and avoids the over-generalization of ...
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Trajectory Rotation Privacy Protection Algorithm Based on k Anonymity
... Experimental Analysis of Privacy Protection Effect The effectiveness of privacy protection is mainly evaluated by trajectory similar- ity and leak ...privacy protection, we compare the ...
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Elicitation for Aggregation
... Microsoft Research [email protected] Abstract We study the problem of eliciting and aggregating probabilis- tic information from multiple agents. In order to successfully aggregate the predictions of agents, the ...
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Elicitation and aggregation of data in knowledge intensive crowdsourcing
... We assume the platform’s objective is to gain high prediction on the ground truth of the categorical data presented to the agents. We know that in real world, agents have different levels of knowledge or ...
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Elicitation and Aggregation of Crowd Information
... Information aggregation To filter the low quality information coming from malicious participants, we designed a reputation system that has provable guarantees on the amount of negative impact that a malicious ...
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Advancements in the Elicitation and Aggregation of Private Information
... After computing the aggregate beliefs, we calculated the performance of each method according to the accuracy metrics previously described. Regarding the overall accuracy of each method, the consensual method achieves ...
125
Data Protection Post-mortem
... the post-mortem privacy Google has recently proposed a new solution for post-mortem transmission of emails and other ...account data or inform someone if they have been inactive for a certain ...
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Data Integrity Protection and Key Aggregation for Data Sharing In Cloud Computing
... KEYWORDS: Data Integrity Protection, Key Generation Center, Cloud ...stored data are rarely read, it remains necessary to ensure its integrity for disaster recovery or compliance with legal ...
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Postcode Anonymity Analysis
... health data, so knowledge of the Zip code doesn’t allow small groups to be ...affect data handling in the UK, is it possible to use a similar approach ...
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Anonymity Analysis of Cryptocurrencies
... A great deal of work has been done to analyze the anonymity provided by these services. In 2013, Malte Möser analyzed three popular mixing services: Blockchain.info, Bitcoin Fog, and BitLaundry [17]. The key ...
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ACCURACY ANALYSIS OF DATA AGGREGATION FOR NETWORK MONITORING
... I. INTRODUCTION Network monitoring is a critical function for the efficient and robust operation of modern networks, providing timely information on the status of network elements and communication links to network ...
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The Data Aggregation Privacy Protection Algorithm of Body Area Network Based on Data Partitioning
... of data privacy ...network data fusion privacy protection method based on data ...user data, and in the process of data transmission, the data is processed by the ...
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