Privacy-Preserving Data Mining
Saeed SametAli Miri
Broschiertes Buch

Privacy-Preserving Data Mining

Secure Protocols for Privacy-Preserving Data Mining and Machine Learning Techniques

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Security and privacy represent crucial requirements in different scenarios as organizations and parties involved may not want to disclose their own private information to each other. Assuring adequate and verifiable security and privacy in these scenarios faces various challenges. One such challenge is whether proposed protocols can be used over public channels, like internet. Another possible issue is whether the complete final result of a protocol can be broadcasted to, or be received by all parties. Collusion attacks can pose another security challenge in multiparty settings. Finally, it ma...