Evaluation of intrusion detection systems in virtualized environments: = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Würzburg
2016
|
| Schlagworte: | |
| Online-Zugang: | Volltext http://d-nb.info/1122436068/34 Inhaltsverzeichnis |
| Beschreibung: | xx, 201 Seiten Diagramme |
| Format: | Langzeitarchivierung gewährleistet, LZA |
Internformat
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| 245 | 1 | 0 | |a Evaluation of intrusion detection systems in virtualized environments |b = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen |c Aleksandar Milenkoski ; Gutachter: Prof. Dr. Samuel Kounev, Prof. Dr. Felix Freiling, Prof. Dr. Michael Meier |
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Datensatz im Suchindex
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|---|---|
| adam_text | ALEKSANDAR MILENKOSKI
EVALUATION OF INTRUSION DETECTION SYSTEMS
IN VIRTUALIZED ENVIRONMENTS
CONTENTS
ABSTRACT XIII
ZUSAMMENFASSUNG XVII
1 INTRODUCTION 1
1.1 M
OTIVATION.................................................................................................
1
1.2 PROBLEM STATEMENT: SHORTCOMINGS OF EXISTING A P P RO ACH ES
.................
3
1.2.1 W ORKLOADS
.....................................................................................
3
1.2.2 METRICS AND MEASUREMENT METHODOLOGIES
..................................
5
1.3 CONTRIBUTIONS OF THIS T H E S IS
....................................................................
7
1.4 O U TLIN E
......................................................................................................
11
2 FOUNDATIONS 13
2.1 INTRUSION DETECTION SYSTEM S
....................................................................
13
2.1.1 ATTACKS AND COMMON SECURITY M ECH AN ISM S
............................
13
2.1.2 INTRUSION DETECTION SYSTEMS: A SYSTEM
ATIZATION....................... 16
2.2 EVALUATION OF INTRUSION DETECTION SYSTEMS
.............................................
19
2.2.1 APPLICATION S CEN ARIO S
.................................................................
19
2.2.2 HISTORICAL O V E RV IE W
.................................................................... 21
2.3 SUM M
ARY...................................................................................................
23
3 IDS EVALUATION DESIGN SPACE: A SURVEY OF COMMON PRACTICES 25
3.1 RELATED WORK
...........................................................................................
25
3.2 W
ORKLOADS.................................................................................................
26
3.2.1 PURE BENIGN EXECUTABLE FORM * WORKLOAD DRIVERS
.
..............
27
3.2.2 PURE BENIGN
*
EXECUTABLE FORM * MANUAL GENERATION
...........
28
3.2.3 PURE MALICIOUS * EXECUTABLE FORM - EXPLOIT DATABASE .... 29
3.2.4 PURE MALICIOUS - EXECUTABLE FORM * * VULNERABILITY AND ATTACK
INJECTION........................................................................................
32
3.2.5 PURE MALICIOUS/PURE BENIGN/MIXED -* TRACE FORM TRACE
A CQ U ISITIO N
..................................................................................
34
3.2.6 PURE MALICIOUS/PURE BENIGN/MIXED
*
TRACE FORM ** TRACE
GENERATION.....................................................................................
36
3.3 M
ETRICS......................................................................................................
40
3.3.1 SECURITY-RELATED
*
B ASIC
..............................................................
41
3.3.2 SECURITY-RELATED - COMPOSITE
.
................................................... 43
3.4 MEASUREMENT M ETHODOLOGY
.....................................................
50
3.4.1 ATTACK DETECTION-RELATED P RO P E RTIE S
........................................... 54
3.4.2 RESOURCE CONSUMPTION-RELATED PROPERTIES
...............................
58
3.4.3 WORKLOAD PROCESSING C A P A C ITY
...................................................
60
3.4.4 PERFORMANCE O VERHEAD
.................................................................
61
3.5 SUMMARY: OPEN CHALLENGES AND IDS EVALUATION G U ID ELIN ES
..............
62
3.5.1 OPEN CHALLENGES: EVALUATING HYPERVISOR-BASED ID S S
..............
63
3.5.2 IDS EVALUATION
GUIDELINES............................................................
69
4 AN ANALYSIS OF HYPERCALL HANDLER VULNERABILITIES 77
4.1 SAMPLE SET OF HYPERCALL V ULNERABILITIES
................................................
78
4.2 ANALYSIS OF THE HYPERCALL ATTACK SURFACE
................................................
80
4.2.1 HYPERVISOR S PERSPECTIVE: ORIGINS OF HYPERCALL VULNERABILITIES .
80
4.2.2 HYPERVISOR S PERSPECTIVE: EFFECTS OF HYPERCALL A TTA C K S
...........
87
4.2.3 ATTACKER S PERSPECTIVE: ATTACK M O D
ELS........................................ 87
4.3 EXTENDING THE
FRONTIERS.............................................................................
88
4.3.1 VULNERABILITY DISCOVERY AND SECURE PROGRAMMING PRACTICES . . 90
4.3.2 SECURITY MECHANISMS
....................................................................
91
4.4 SUMMARY: LESSONS L EA RN ED
....................................................................
93
5 EVALUATION OF INTRUSION DETECTION SYSTEMS USING ATTACK INJECTION 97
5.1 BACKGROUND AND RELATED W O R K
....................................
98
5.2
APPROACH.......................................................................................................100
5.2.1 P LANNING
...........................................................................................
100
5.2.2 T
ESTING..............................................................................................
103
5.3 H LN JE C TO
R.......................................................................................................104
5.3.1 HLNJECTOR A
RCHITECTURE.....................................................................105
5.3.2 HLNJECTOR DESIGN
CRITERIA.........................................................
..
. 106
5.3.3 INJECTOR: PERFORMANCE OVERHEAD
....................................................108
5.4 CASE S TU D Y
....................................................................................................109
5.4.1 CASE STUDY: PLANNING
.....................................................................109
5.4.2 CASE STUDY: TESTING
..........................................................................
115
5.5 SUM M
ARY.......................................................................................................118
6 QUANTIFYING ATTACK DETECTION ACCURACY 119
6.1 RELATED WORK
..............................................................................................
120
6.2 ELASTICITY AND
ACCURACY................................................................................
122
6.3 METRIC AND MEASUREMENT M ETHODOLOGY
.........................
125
6.3.1 METRIC D ESIG N
................................................... 125
6.3.2 METRIC C O N STRU CTIO N
.......................................................................
127
6.3.3 PROPERTIES OF THE HE M E TRIC
.......................................
130
6.4 CASE S TU D IE
S.................................................................................................
131
6.4.1 HYPERVISOR
CONFIGURATIONS............................................................
132
6.4.2 IDS
CONFIGURATIONS..........................................................................
135
6.5 SUM M
ARY.............................................................. 139
7 CONCLUSIONS AND OUTLOOK 141
7.1 SUM M
ARY.......................................................................................................
141
7.2
OUTLOOK..........................................................................................................144
7.2.1 FUTURE TOPICS IN IDS EVALUATION
....................................................144
7.2.2 SECURITY OF HYPERVISORS HYPERCALL
INTERFACES................................146
7.2.3 EVALUATION OF INTRUSION DETECTION SYSTEMS USING ATTACK INJECTION
147
7.2.4 QUANTIFYING ATTACK DETECTION A CCURACY
........................................
148
7.2.5 FUTURE EVALUATION SCENARIOS
............................................................
149
APPENDICES 151
A TECHNICAL INFORMATION ON VULNERABILITIES OF HYPERCALL HANDLERS 153
A.L HYPERCALL M EM
ORY_OP................................................................................154
A.1.1 VULNERABILITY CVE-2012-3496
....................................................... 154
A. 1.2 VULNERABILITY CVE-2012-5513
....................................................... 157
A.2 HYPERCALL G N TTA B _ O P
...................................................................................159
A.2.1 VULNERABILITY CVE-2012-4539
....................................................... 160
A.2.2 VULNERABILITY CVE-2012-5510
....................................................... 163
A.2.3 VULNERABILITY CVE-2013-1964
....................................................... 165
A.3 HYPERCALL SET_ D EB U G REG
.............................................................................168
A.3.1 VULNERABILITY CVE-2012-3494
......................................................
168
A.4 HYPERCALL P H Y SD E V .O P
................................................................................171
A.4.1 VULNERABILITY CVE-2012-3495
......................................................
171
A.5 HYPERCALL M M U EX T_ O P
................................................................................173
A.5.1 VULNERABILITY CVE-2012-5525
....................................................... 173
LIST OF FIGURES 177
LIST OF TABLES 179
ACRONYMS 181
BIBLIOGRAPHY 185
|
| any_adam_object | 1 |
| author | Milenkoski, Aleksandar |
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| author_facet | Milenkoski, Aleksandar |
| author_role | aut |
| author_sort | Milenkoski, Aleksandar |
| author_variant | a m am |
| building | Verbundindex |
| bvnumber | BV044012723 |
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| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
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| discipline | Informatik |
| format | Thesis Book |
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| spelling | Milenkoski, Aleksandar Verfasser (DE-588)1124098542 aut Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen Aleksandar Milenkoski ; Gutachter: Prof. Dr. Samuel Kounev, Prof. Dr. Felix Freiling, Prof. Dr. Michael Meier Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen Würzburg 2016 xx, 201 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Dissertation Julius-Maximilians-Universität Würzburg 2016 Langzeitarchivierung gewährleistet, LZA Zusammenfassung in deutscher und englischer Sprache Evaluation (DE-588)4071034-8 gnd rswk-swf Eindringerkennung (DE-588)4706627-1 gnd rswk-swf Virtuelles Netz (DE-588)4807205-9 gnd rswk-swf intrusion detection evaluation virtualized environments (DE-588)4113937-9 Hochschulschrift gnd-content Virtuelles Netz (DE-588)4807205-9 s Eindringerkennung (DE-588)4706627-1 s Evaluation (DE-588)4071034-8 s DE-604 Kounev, Samuel (DE-588)112409895X dgs Freiling, Felix C. 1970- (DE-588)123244919 dgs Meier, Michael dgs Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:20-opus-141846 https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-141846 Resolving-System kostenfrei Volltext http://d-nb.info/1122436068/34 Langzeitarchivierung Nationalbibliothek DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029420395&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Milenkoski, Aleksandar Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen Evaluation (DE-588)4071034-8 gnd Eindringerkennung (DE-588)4706627-1 gnd Virtuelles Netz (DE-588)4807205-9 gnd |
| subject_GND | (DE-588)4071034-8 (DE-588)4706627-1 (DE-588)4807205-9 (DE-588)4113937-9 |
| title | Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen |
| title_alt | Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen |
| title_auth | Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen |
| title_exact_search | Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen |
| title_full | Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen Aleksandar Milenkoski ; Gutachter: Prof. Dr. Samuel Kounev, Prof. Dr. Felix Freiling, Prof. Dr. Michael Meier |
| title_fullStr | Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen Aleksandar Milenkoski ; Gutachter: Prof. Dr. Samuel Kounev, Prof. Dr. Felix Freiling, Prof. Dr. Michael Meier |
| title_full_unstemmed | Evaluation of intrusion detection systems in virtualized environments = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen Aleksandar Milenkoski ; Gutachter: Prof. Dr. Samuel Kounev, Prof. Dr. Felix Freiling, Prof. Dr. Michael Meier |
| title_short | Evaluation of intrusion detection systems in virtualized environments |
| title_sort | evaluation of intrusion detection systems in virtualized environments bewertung von angriffserkennungssystemen in virtualisierten umgebungen |
| title_sub | = Bewertung von Angriffserkennungssystemen in Virtualisierten Umgebungen |
| topic | Evaluation (DE-588)4071034-8 gnd Eindringerkennung (DE-588)4706627-1 gnd Virtuelles Netz (DE-588)4807205-9 gnd |
| topic_facet | Evaluation Eindringerkennung Virtuelles Netz Hochschulschrift |
| url | https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-141846 http://d-nb.info/1122436068/34 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029420395&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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