Implicit Authentication through Learning User Behavior View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2011

AUTHORS

Elaine Shi , Yuan Niu , Markus Jakobsson , Richard Chow

ABSTRACT

Users are increasingly dependent on mobile devices. However, current authentication methods like password entry are significantly more frustrating and difficult to perform on these devices, leading users to create and reuse shorter passwords and pins, or no authentication at all. We present implicit authentication - authenticating users based on behavior patterns. We describe our model for performing implicit authentication and assess our techniques using more than two weeks of collected data from over 50 subjects. More... »

PAGES

99-113

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-642-18178-8_9

DOI

http://dx.doi.org/10.1007/978-3-642-18178-8_9

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1032633217


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Information and Computing Sciences", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0801", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Artificial Intelligence and Image Processing", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "Palo Alto Research Center, USA", 
          "id": "http://www.grid.ac/institutes/grid.482243.b", 
          "name": [
            "Palo Alto Research Center, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Shi", 
        "givenName": "Elaine", 
        "id": "sg:person.014706274717.52", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014706274717.52"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of California, Davis, USA", 
          "id": "http://www.grid.ac/institutes/grid.27860.3b", 
          "name": [
            "University of California, Davis, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Niu", 
        "givenName": "Yuan", 
        "id": "sg:person.013171566455.72", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013171566455.72"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "FatSkunk, USA", 
          "id": "http://www.grid.ac/institutes/None", 
          "name": [
            "FatSkunk, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Jakobsson", 
        "givenName": "Markus", 
        "id": "sg:person.010203664455.03", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010203664455.03"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Palo Alto Research Center, USA", 
          "id": "http://www.grid.ac/institutes/grid.482243.b", 
          "name": [
            "Palo Alto Research Center, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chow", 
        "givenName": "Richard", 
        "id": "sg:person.016703074555.19", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016703074555.19"
        ], 
        "type": "Person"
      }
    ], 
    "datePublished": "2011", 
    "datePublishedReg": "2011-01-01", 
    "description": "Users are increasingly dependent on mobile devices. However, current authentication methods like password entry are significantly more frustrating and difficult to perform on these devices, leading users to create and reuse shorter passwords and pins, or no authentication at all. We present implicit authentication - authenticating users based on behavior patterns. We describe our model for performing implicit authentication and assess our techniques using more than two weeks of collected data from over 50 subjects.", 
    "editor": [
      {
        "familyName": "Burmester", 
        "givenName": "Mike", 
        "type": "Person"
      }, 
      {
        "familyName": "Tsudik", 
        "givenName": "Gene", 
        "type": "Person"
      }, 
      {
        "familyName": "Magliveras", 
        "givenName": "Spyros", 
        "type": "Person"
      }, 
      {
        "familyName": "Ili\u0107", 
        "givenName": "Ivana", 
        "type": "Person"
      }
    ], 
    "genre": "chapter", 
    "id": "sg:pub.10.1007/978-3-642-18178-8_9", 
    "inLanguage": "en", 
    "isAccessibleForFree": false, 
    "isPartOf": {
      "isbn": [
        "978-3-642-18177-1", 
        "978-3-642-18178-8"
      ], 
      "name": "Information Security", 
      "type": "Book"
    }, 
    "keywords": [
      "implicit authentication", 
      "current authentication methods", 
      "authentication method", 
      "mobile devices", 
      "short password", 
      "password entry", 
      "user behavior", 
      "authentication", 
      "users", 
      "password", 
      "behavior patterns", 
      "devices", 
      "technique", 
      "method", 
      "model", 
      "data", 
      "entry", 
      "patterns", 
      "behavior", 
      "pin", 
      "subjects", 
      "weeks", 
      "implicit authentication - authenticating users", 
      "authentication - authenticating users", 
      "Learning User Behavior"
    ], 
    "name": "Implicit Authentication through Learning User Behavior", 
    "pagination": "99-113", 
    "productId": [
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1032633217"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1007/978-3-642-18178-8_9"
        ]
      }
    ], 
    "publisher": {
      "name": "Springer Nature", 
      "type": "Organisation"
    }, 
    "sameAs": [
      "https://doi.org/10.1007/978-3-642-18178-8_9", 
      "https://app.dimensions.ai/details/publication/pub.1032633217"
    ], 
    "sdDataset": "chapters", 
    "sdDatePublished": "2021-12-01T20:00", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-springernature-scigraph/baseset/20211201/entities/gbq_results/chapter/chapter_226.jsonl", 
    "type": "Chapter", 
    "url": "https://doi.org/10.1007/978-3-642-18178-8_9"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/978-3-642-18178-8_9'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/978-3-642-18178-8_9'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/978-3-642-18178-8_9'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/978-3-642-18178-8_9'


 

This table displays all metadata directly associated to this object as RDF triples.

127 TRIPLES      23 PREDICATES      51 URIs      44 LITERALS      7 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1007/978-3-642-18178-8_9 schema:about anzsrc-for:08
2 anzsrc-for:0801
3 schema:author N1e5a7dc09c9d46159327de823e261fae
4 schema:datePublished 2011
5 schema:datePublishedReg 2011-01-01
6 schema:description Users are increasingly dependent on mobile devices. However, current authentication methods like password entry are significantly more frustrating and difficult to perform on these devices, leading users to create and reuse shorter passwords and pins, or no authentication at all. We present implicit authentication - authenticating users based on behavior patterns. We describe our model for performing implicit authentication and assess our techniques using more than two weeks of collected data from over 50 subjects.
7 schema:editor N8ea34717bf904741b8a5e68594504fa0
8 schema:genre chapter
9 schema:inLanguage en
10 schema:isAccessibleForFree false
11 schema:isPartOf N4cce6a7b241d4dd0ad9c30ab2d768965
12 schema:keywords Learning User Behavior
13 authentication
14 authentication - authenticating users
15 authentication method
16 behavior
17 behavior patterns
18 current authentication methods
19 data
20 devices
21 entry
22 implicit authentication
23 implicit authentication - authenticating users
24 method
25 mobile devices
26 model
27 password
28 password entry
29 patterns
30 pin
31 short password
32 subjects
33 technique
34 user behavior
35 users
36 weeks
37 schema:name Implicit Authentication through Learning User Behavior
38 schema:pagination 99-113
39 schema:productId N832981b27efe4552af0e0b47bd62a9f5
40 N9c2fff36f9cb40aa9b955d68839f0ead
41 schema:publisher Nc1a533416bdd4cedb37639f0a6cbb66a
42 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032633217
43 https://doi.org/10.1007/978-3-642-18178-8_9
44 schema:sdDatePublished 2021-12-01T20:00
45 schema:sdLicense https://scigraph.springernature.com/explorer/license/
46 schema:sdPublisher N51cce0d315334c23b28e69bc1ec8b90c
47 schema:url https://doi.org/10.1007/978-3-642-18178-8_9
48 sgo:license sg:explorer/license/
49 sgo:sdDataset chapters
50 rdf:type schema:Chapter
51 N02807de9939e4658a37d7c7bb84b31c4 rdf:first Nc126778d610440c68f88dfcbf923fbe8
52 rdf:rest Nbc09d1e5b29540d6bdec923bfc606d5b
53 N1e5a7dc09c9d46159327de823e261fae rdf:first sg:person.014706274717.52
54 rdf:rest Nda181727898840ae9af2d01d501f0483
55 N4cce6a7b241d4dd0ad9c30ab2d768965 schema:isbn 978-3-642-18177-1
56 978-3-642-18178-8
57 schema:name Information Security
58 rdf:type schema:Book
59 N51cce0d315334c23b28e69bc1ec8b90c schema:name Springer Nature - SN SciGraph project
60 rdf:type schema:Organization
61 N832981b27efe4552af0e0b47bd62a9f5 schema:name doi
62 schema:value 10.1007/978-3-642-18178-8_9
63 rdf:type schema:PropertyValue
64 N8ea34717bf904741b8a5e68594504fa0 rdf:first Nb365452e9a0144c381eb01d0e158c982
65 rdf:rest Nb0922d3d34944bd6876d2f0358edb332
66 N9c2fff36f9cb40aa9b955d68839f0ead schema:name dimensions_id
67 schema:value pub.1032633217
68 rdf:type schema:PropertyValue
69 Naf3b33a0e0ca43cfa5963ec23761a558 schema:familyName Ilić
70 schema:givenName Ivana
71 rdf:type schema:Person
72 Nafd36eb950d54d5a876bc0b29e28c40d rdf:first sg:person.010203664455.03
73 rdf:rest Nb938c72940f44ed995bbe2866665c82a
74 Nb0922d3d34944bd6876d2f0358edb332 rdf:first Nfd42d27bd3854f6ea7e55813c5679a43
75 rdf:rest N02807de9939e4658a37d7c7bb84b31c4
76 Nb365452e9a0144c381eb01d0e158c982 schema:familyName Burmester
77 schema:givenName Mike
78 rdf:type schema:Person
79 Nb938c72940f44ed995bbe2866665c82a rdf:first sg:person.016703074555.19
80 rdf:rest rdf:nil
81 Nbc09d1e5b29540d6bdec923bfc606d5b rdf:first Naf3b33a0e0ca43cfa5963ec23761a558
82 rdf:rest rdf:nil
83 Nc126778d610440c68f88dfcbf923fbe8 schema:familyName Magliveras
84 schema:givenName Spyros
85 rdf:type schema:Person
86 Nc1a533416bdd4cedb37639f0a6cbb66a schema:name Springer Nature
87 rdf:type schema:Organisation
88 Nda181727898840ae9af2d01d501f0483 rdf:first sg:person.013171566455.72
89 rdf:rest Nafd36eb950d54d5a876bc0b29e28c40d
90 Nfd42d27bd3854f6ea7e55813c5679a43 schema:familyName Tsudik
91 schema:givenName Gene
92 rdf:type schema:Person
93 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
94 schema:name Information and Computing Sciences
95 rdf:type schema:DefinedTerm
96 anzsrc-for:0801 schema:inDefinedTermSet anzsrc-for:
97 schema:name Artificial Intelligence and Image Processing
98 rdf:type schema:DefinedTerm
99 sg:person.010203664455.03 schema:affiliation grid-institutes:None
100 schema:familyName Jakobsson
101 schema:givenName Markus
102 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010203664455.03
103 rdf:type schema:Person
104 sg:person.013171566455.72 schema:affiliation grid-institutes:grid.27860.3b
105 schema:familyName Niu
106 schema:givenName Yuan
107 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013171566455.72
108 rdf:type schema:Person
109 sg:person.014706274717.52 schema:affiliation grid-institutes:grid.482243.b
110 schema:familyName Shi
111 schema:givenName Elaine
112 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014706274717.52
113 rdf:type schema:Person
114 sg:person.016703074555.19 schema:affiliation grid-institutes:grid.482243.b
115 schema:familyName Chow
116 schema:givenName Richard
117 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016703074555.19
118 rdf:type schema:Person
119 grid-institutes:None schema:alternateName FatSkunk, USA
120 schema:name FatSkunk, USA
121 rdf:type schema:Organization
122 grid-institutes:grid.27860.3b schema:alternateName University of California, Davis, USA
123 schema:name University of California, Davis, USA
124 rdf:type schema:Organization
125 grid-institutes:grid.482243.b schema:alternateName Palo Alto Research Center, USA
126 schema:name Palo Alto Research Center, USA
127 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...