This book offers a novel approach to data privacy by unifying side-channel attacks within a general conceptual framework. Next, the book explores privacy-preserving traffic padding in Web applications, first via a model to quantify privacy and cost and then by introducing randomness to provide background knowledge-resistant privacy guarantee.