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Obfuscating data for cloud privacy Miranda Mowbray and Siani Pearson HP Labs Bristol Image by Scott Robinson,  http://www.flickr.com/photos/clearlyambiguous/17932076
Cloud computing: privacy issues ,[object Object],[object Object],[object Object],[object Object],[object Object]
Scenario: sales force automation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
  Querying an obfuscated sales database
  Querying an obfuscated sales database
  Querying an obfuscated sales database
  Querying an obfuscated sales database
  Querying an obfuscated sales database
  Querying an obfuscated sales database
  Querying an obfuscated sales database
Good news, bad news ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Status ,[object Object],[object Object],[object Object],[object Object]

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Miranda Mowbray "Obfuscating data for cloud privacy"

  • 1. Obfuscating data for cloud privacy Miranda Mowbray and Siani Pearson HP Labs Bristol Image by Scott Robinson, http://www.flickr.com/photos/clearlyambiguous/17932076
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  • 4. Querying an obfuscated sales database
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Editor's Notes

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  10. For some applications, you can use obfuscation with no cooperation from the service provider. They don’t need to change their code. They only receive data in obfuscated from, so they can’t misuse the private data even if they want to. The service provider may not be able to tell that the data that you input is obfuscated. Mention privacy-preserving data mining and Benny Pinkas when you mention Yao’s protocol Not only may user’s computing resources be limited, also the service provider may not be willing to change the coding of their application to use these types of protocols Although obfuscation isn’t practical for all applications, we’ve looked at Salesforce.com’s sales force animation suite, and we believe that 80 out of the 87 applications that Salesforce offers could be provided in an obfuscated fashion. The ones that can’t either allow arbitrary functions of data to be caluclated, or send marketing emails from Salesforce’s own servers, which means that unless you use a privacy infomediary you have to tell Salesforce.com the email list to send them to. In general we believe that there are probably a large number of applications which can work with obfuscated input data that reveals no private information. When obfuscation isn’t the whole solution, it may be part of the solution; for example, you may be able to obfuscate some data entries but not others. To protect the data you can’t obfuscate, you can use the other features. The next scenario gives an example of this.
  11. Trusted platform modules bootstrap security from tamper-resistant hardware. They can check that no-one’s tampered with the privacy manager software, and also allow you to build up trust with a service provider or infomediary by enabling you to be sure that you’re talking to the same entity each time.