Privacy in social networks:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[San Rafael, CA]
Morgan & Claypool
2012
|
| Schriftenreihe: | Synthesis lectures on data mining and knowledge discovery
4 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references (p. 65-74) |
| Beschreibung: | IX, 75 S. ill. 24 cm |
| ISBN: | 1608458628 9781608458622 |
Internformat
MARC
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|---|---|---|---|
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| 020 | |a 1608458628 |9 1-60845-862-8 | ||
| 020 | |a 9781608458622 |9 978-1-60845-862-2 | ||
| 035 | |a (OCoLC)812233373 | ||
| 035 | |a (DE-599)BVBBV040366787 | ||
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| 041 | 0 | |a eng | |
| 049 | |a DE-355 | ||
| 084 | |a ST 276 |0 (DE-625)143642: |2 rvk | ||
| 100 | 1 | |a Zheleva, Elena |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Privacy in social networks |c Elena Zheleva ; Evimaria Terzei ; Lise Getoor |
| 264 | 1 | |a [San Rafael, CA] |b Morgan & Claypool |c 2012 | |
| 300 | |a IX, 75 S. |b ill. |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Synthesis lectures on data mining and knowledge discovery |v 4 | |
| 500 | |a Includes bibliographical references (p. 65-74) | ||
| 650 | 4 | |a Online social networks / Security measures | |
| 650 | 4 | |a Data protection | |
| 650 | 0 | 7 | |a Soziales Netzwerk |0 (DE-588)4055762-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Computersicherheit |0 (DE-588)4274324-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Privatsphäre |0 (DE-588)4123980-5 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Soziales Netzwerk |0 (DE-588)4055762-5 |D s |
| 689 | 0 | 1 | |a Privatsphäre |0 (DE-588)4123980-5 |D s |
| 689 | 0 | 2 | |a Computersicherheit |0 (DE-588)4274324-2 |D s |
| 689 | 0 | |C b |5 DE-604 | |
| 700 | 1 | |a Terzi, Evimaria |e Verfasser |4 aut | |
| 700 | 1 | |a Getoor, Lise |e Verfasser |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-1-60845-863-9 |
| 830 | 0 | |a Synthesis lectures on data mining and knowledge discovery |v 4 |w (DE-604)BV035791445 |9 4 | |
| 856 | 4 | 2 | |m Digitalisierung UB Regensburg |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025220495&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-025220495 | ||
Datensatz im Suchindex
| _version_ | 1804149411740123136 |
|---|---|
| adam_text | Acknowledgments
........................................................ix
Introduction
..............................................................1
PART I Online Social Networks and Information
Disclosure
.....................................5
2
A Model for Online Social Networks
........................................7
3
Types of Privacy Disclosure
............................................... 11
3.1
Identit}-
Disclosure
..................................................... 11
3.2
Attribute Disclosure
................................................... 12
3.3
Social Link Disclosure
.................................................. 14
3.4
Affiliation Link Disclosure
.............................................. 15
4
Statistical Methods for Inferring Information in Networks
................... 17
4.1
Entity Resolution
...................................................... 17
4.2
Collective Classification
................................................ 18
4.3
Link Prediction
....................................................... 19
4.4
Group Detection
...................................................... 20
PART II Data Publishing and Privacy-Preserving
Mechanisms
.................................23
5
Anonymity
and Differential Privacy
....................................... 25
5.1
¿-anonymity
..........................................................26
5.2
/-diversity and
í
-closeness
...............................................28
5.3
Differential Privacy
....................................................29
5.4
Open Problems
........................................................31
Attacks and Privacy-preserving Mechanisms
...............................33
6.1
Privacy Mechanisms for Social Networks
..................................33
6.1.1
Anonymizing Network Structure
..................................33
6.1.2
Anonymizing User Attributes and Network Structure
.................37
6.1.3
Privacy of Social Recommendation Algorithms
......................37
6.2
Privacy Mechanisms for Affiliation Networks
..............................38
6.2.1
Anonymization
.................................................40
6.3
Privacy Mechanisms for Complex Networks
...............................41
6.4
Open Problems
........................................................42
PART III Modeling, Evaluating, and Managing Users
Privacy Risk
................................43
7
Models
ofinformation
Sharing
...........................................47
7.1
Information-sharing Model
.............................................48
7.2
Strategic Behavior and Information Sharing
...............................48
7.3
Discussion and Summary of Results
......................................49
7.4
Open Problems
........................................................50
8
Users Privacy Risk
....................................................... 51
8.1
Privacy-score Model
................................................... 51
8.2
Methods for Computing the Privacy Score
................................ 52
8.2.1
Frequency-based Method
......................................... 53
8.2.2
IRT-based Method
.............................................. 53
8.3
Discussion and Summary of Results
...................................... 56
8.4
Open Problems
........................................................ 58
9
Management of Privacy Settings
..........................................59
9.1
A model for Managing Privacy Settings
...................................60
9.2
Predicting Users Privacy Settings
........................................61
9.3
Discussion and Summary of Results
......................................62
9.4
Open Problems
........................................................
62
Bibliography
............................................................
°5
Authors Biographies
.................................................... 75
|
| any_adam_object | 1 |
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| author_facet | Zheleva, Elena Terzi, Evimaria Getoor, Lise |
| author_role | aut aut aut |
| author_sort | Zheleva, Elena |
| author_variant | e z ez e t et l g lg |
| building | Verbundindex |
| bvnumber | BV040366787 |
| classification_rvk | ST 276 |
| ctrlnum | (OCoLC)812233373 (DE-599)BVBBV040366787 |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV040366787 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:22:36Z |
| institution | BVB |
| isbn | 1608458628 9781608458622 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025220495 |
| oclc_num | 812233373 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR |
| owner_facet | DE-355 DE-BY-UBR |
| physical | IX, 75 S. ill. 24 cm |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Morgan & Claypool |
| record_format | marc |
| series | Synthesis lectures on data mining and knowledge discovery |
| series2 | Synthesis lectures on data mining and knowledge discovery |
| spelling | Zheleva, Elena Verfasser aut Privacy in social networks Elena Zheleva ; Evimaria Terzei ; Lise Getoor [San Rafael, CA] Morgan & Claypool 2012 IX, 75 S. ill. 24 cm txt rdacontent n rdamedia nc rdacarrier Synthesis lectures on data mining and knowledge discovery 4 Includes bibliographical references (p. 65-74) Online social networks / Security measures Data protection Soziales Netzwerk (DE-588)4055762-5 gnd rswk-swf Computersicherheit (DE-588)4274324-2 gnd rswk-swf Privatsphäre (DE-588)4123980-5 gnd rswk-swf Soziales Netzwerk (DE-588)4055762-5 s Privatsphäre (DE-588)4123980-5 s Computersicherheit (DE-588)4274324-2 s b DE-604 Terzi, Evimaria Verfasser aut Getoor, Lise Verfasser aut Erscheint auch als Online-Ausgabe 978-1-60845-863-9 Synthesis lectures on data mining and knowledge discovery 4 (DE-604)BV035791445 4 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025220495&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Zheleva, Elena Terzi, Evimaria Getoor, Lise Privacy in social networks Synthesis lectures on data mining and knowledge discovery Online social networks / Security measures Data protection Soziales Netzwerk (DE-588)4055762-5 gnd Computersicherheit (DE-588)4274324-2 gnd Privatsphäre (DE-588)4123980-5 gnd |
| subject_GND | (DE-588)4055762-5 (DE-588)4274324-2 (DE-588)4123980-5 |
| title | Privacy in social networks |
| title_auth | Privacy in social networks |
| title_exact_search | Privacy in social networks |
| title_full | Privacy in social networks Elena Zheleva ; Evimaria Terzei ; Lise Getoor |
| title_fullStr | Privacy in social networks Elena Zheleva ; Evimaria Terzei ; Lise Getoor |
| title_full_unstemmed | Privacy in social networks Elena Zheleva ; Evimaria Terzei ; Lise Getoor |
| title_short | Privacy in social networks |
| title_sort | privacy in social networks |
| topic | Online social networks / Security measures Data protection Soziales Netzwerk (DE-588)4055762-5 gnd Computersicherheit (DE-588)4274324-2 gnd Privatsphäre (DE-588)4123980-5 gnd |
| topic_facet | Online social networks / Security measures Data protection Soziales Netzwerk Computersicherheit Privatsphäre |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025220495&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035791445 |
| work_keys_str_mv | AT zhelevaelena privacyinsocialnetworks AT terzievimaria privacyinsocialnetworks AT getoorlise privacyinsocialnetworks |