Privacy Preserving by Anonymization Approach

Privacy Preserving takes more attention in data mining because now a days people registers every days on so many sites and gives their personal details like DOB, Zip code, etc. and from that any attacker can get sensitive data of individual person so here privacy is breached due to this problem Randomization, Anonymization, Cryptography, Partition, other many approaches are introduced from them each approach have their own limitations and Anonymization have Information Loss and In some case privacy also breached so for that this new approach introduce which will decrease Information Loss and increase privacy