Liu, Jia. / "August 2010." / Thesis (M.Phil.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (p. 69-72). / Abstracts in English and Chinese. / Chapter 1 --- Introduction --- p.1 / Chapter 2 --- Related Work --- p.3 / Chapter 3 --- Privacy Preserving Network Publication against Structural Attacks --- p.5 / Chapter 3.1 --- Background and Motivation --- p.5 / Chapter 3.1.1 --- Adversary knowledge --- p.6 / Chapter 3.1.2 --- Targets of Protection --- p.7 / Chapter 3.1.3 --- Challenges and Contributions --- p.10 / Chapter 3.2 --- Preliminaries and Problem Definition --- p.11 / Chapter 3.3 --- Solution:K-Isomorphism --- p.15 / Chapter 3.4 --- Algorithm --- p.18 / Chapter 3.4.1 --- Refined Algorithm --- p.21 / Chapter 3.4.2 --- Locating Vertex Disjoint Embeddings --- p.30 / Chapter 3.4.3 --- Dynamic Releases --- p.32 / Chapter 3.5 --- Experimental Evaluation --- p.34 / Chapter 3.5.1 --- Datasets --- p.34 / Chapter 3.5.2 --- Data Structure of K-Isomorphism --- p.37 / Chapter 3.5.3 --- Data Utilities and Runtime --- p.42 / Chapter 3.5.4 --- Dynamic Releases --- p.47 / Chapter 3.6 --- Conclusions --- p.47 / Chapter 4 --- Global Privacy Guarantee in Serial Data Publishing --- p.49 / Chapter 4.1 --- Background and Motivation --- p.49 / Chapter 4.2 --- Problem Definition --- p.54 / Chapter 4.3 --- Breach Probability Analysis --- p.57 / Chapter 4.4 --- Anonymization --- p.58 / Chapter 4.4.1 --- AG size Ratio --- p.58 / Chapter 4.4.2 --- Constant-Ratio Strategy --- p.59 / Chapter 4.4.3 --- Geometric Strategy --- p.61 / Chapter 4.5 --- Experiment --- p.62 / Chapter 4.5.1 --- Dataset --- p.62 / Chapter 4.5.2 --- Anonymization --- p.63 / Chapter 4.5.3 --- Evaluation --- p.64 / Chapter 4.6 --- Conclusion --- p.68 / Bibliography --- p.69
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_327196 |
| Date | January 2010 |
| Contributors | Liu, Jia., Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, vii, 72 p. : ill. ; 30 cm. |
| Rights | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
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