Essays about: "privacy-preserving data mining"

Found 2 essays containing the words privacy-preserving data mining.

1. 1. A comparative analysis of database sanitization techniques for privacy-preserving association rule mining

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Charlie Mårtensson; [2023]
   Keywords : Association rule hiding; privacy-preserving data mining; evolutionary algorithms; performance evaluation; Associationsregeldöljning; sekretessbevarande datautvinning; evolutionära algoritmer; prestandaevaluering;

   Abstract : Association rule hiding (ARH) is the process of modifying a transaction database to prevent sensitive patterns (association rules) from discovery by data miners. An optimal ARH technique successfully hides all sensitive patterns while leaving all nonsensitive patterns public. READ MORE

3. 2. Privacy preserving car-parking: adistributed approach

   University essay from KTH/Reglerteknik

   Author : Elisabetta Alfonsetti; [2012]
   Keywords : ;

   Abstract : There has been a substantial interest recently in privacy preserving problems in various application domains, including data publishing, data mining, classication, secret voting, private querying of database, playing mental poker, and many others. The main constraint is that entities involved in the system are unwilling to reveal the data they hold or make them public. READ MORE