Class information for:
Level 1: MALWARE DETECTION//MALWARE//ANDROID SECURITY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
21011 437 32.0 25%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
20 3       COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING 118625
1591 2             COMPUTERS & SECURITY//DIGITAL INVESTIGATION//INTRUSION DETECTION 7195
21011 1                   MALWARE DETECTION//MALWARE//ANDROID SECURITY 437

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 MALWARE DETECTION authKW 2146496 11% 64% 48
2 MALWARE authKW 1117913 12% 31% 52
3 ANDROID SECURITY authKW 924800 3% 88% 15
4 MALWARE ANALYSIS authKW 655058 3% 63% 15
5 ANDROID MALWARE authKW 537488 2% 77% 10
6 SMARTPHONE SECURITY authKW 529563 3% 63% 12
7 ANDROID authKW 494415 11% 15% 46
8 MALWARE CLASSIFICATION authKW 489118 2% 100% 7
9 MOBILE MALWARE authKW 465820 2% 67% 10
10 DYNAMIC MALWARE ANALYSIS authKW 279496 1% 100% 4

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Information Systems 18452 53% 0% 232
2 Computer Science, Software Engineering 7185 30% 0% 130
3 Telecommunications 3724 25% 0% 108
4 Computer Science, Hardware & Architecture 3573 16% 0% 71
5 Computer Science, Theory & Methods 3185 24% 0% 104
6 Computer Science, Artificial Intelligence 505 9% 0% 41
7 Engineering, Electrical & Electronic 380 19% 0% 84
8 Computer Science, Interdisciplinary Applications 203 6% 0% 28
9 Engineering, General 30 3% 0% 11
10 Operations Research & Management Science 15 2% 0% 8

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 DEUT TELECOM S 139748 0% 100% 2
2 ENTERPRISE RISK SERV 139748 0% 100% 2
3 COMP SECUR COSEC 78605 1% 38% 3
4 ACCOUNTING FINANCE INFORMAT SYST BUSINESS 69874 0% 100% 1
5 AVERT S 69874 0% 100% 1
6 CHAIR IT SECUR 69874 0% 100% 1
7 CIDRE TEAM 69874 0% 100% 1
8 CSE ECE 69874 0% 100% 1
9 CYBER SECUR S 69874 0% 100% 1
10 DIGITAL VACCINE 69874 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 COMPUTERS & SECURITY 63719 8% 3% 33
2 SECURITY AND COMMUNICATION NETWORKS 36752 6% 2% 27
3 DIGITAL INVESTIGATION 27501 3% 3% 13
4 IEEE SECURITY & PRIVACY 24847 3% 2% 15
5 IET INFORMATION SECURITY 17560 2% 3% 9
6 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 12646 4% 1% 16
7 IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 11749 2% 2% 9
8 INTERNATIONAL JOURNAL OF INFORMATION SECURITY 8753 1% 2% 6
9 PERVASIVE AND MOBILE COMPUTING 6471 2% 1% 7
10 COMPUTER 3256 3% 0% 12

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 MALWARE DETECTION 2146496 11% 64% 48 Search MALWARE+DETECTION Search MALWARE+DETECTION
2 MALWARE 1117913 12% 31% 52 Search MALWARE Search MALWARE
3 ANDROID SECURITY 924800 3% 88% 15 Search ANDROID+SECURITY Search ANDROID+SECURITY
4 MALWARE ANALYSIS 655058 3% 63% 15 Search MALWARE+ANALYSIS Search MALWARE+ANALYSIS
5 ANDROID MALWARE 537488 2% 77% 10 Search ANDROID+MALWARE Search ANDROID+MALWARE
6 SMARTPHONE SECURITY 529563 3% 63% 12 Search SMARTPHONE+SECURITY Search SMARTPHONE+SECURITY
7 ANDROID 494415 11% 15% 46 Search ANDROID Search ANDROID
8 MALWARE CLASSIFICATION 489118 2% 100% 7 Search MALWARE+CLASSIFICATION Search MALWARE+CLASSIFICATION
9 MOBILE MALWARE 465820 2% 67% 10 Search MOBILE+MALWARE Search MOBILE+MALWARE
10 DYNAMIC MALWARE ANALYSIS 279496 1% 100% 4 Search DYNAMIC+MALWARE+ANALYSIS Search DYNAMIC+MALWARE+ANALYSIS

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 FEIZOLLAH, A , ANUAR, NB , SALLEH, R , WAHAB, AWA , (2015) A REVIEW ON FEATURE SELECTION IN MOBILE MALWARE DETECTION.DIGITAL INVESTIGATION. VOL. 13. ISSUE . P. 22 -37 14 74% 6
2 NISSIM, N , COHEN, A , GLEZER, C , ELOVICI, Y , (2015) DETECTION OF MALICIOUS PDF FILES AND DIRECTIONS FOR ENHANCEMENTS: A STATE-OF-THE ART SURVEY.COMPUTERS & SECURITY. VOL. 48. ISSUE . P. 246 -266 11 85% 1
3 FARUKI, P , BHARMAL, A , LAXMI, V , GANMOOR, V , GAUR, MS , CONTI, M , RAJARAJAN, M , (2015) ANDROID SECURITY: A SURVEY OF ISSUES, MALWARE PENETRATION, AND DEFENSES.IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. VOL. 17. ISSUE 2. P. 998 -1022 7 100% 14
4 NISSIM, N , MOSKOVITCH, R , BARAD, O , ROKACH, L , ELOVICI, Y , (2016) ALDROID: EFFICIENT UPDATE OF ANDROID ANTI-VIRUS SOFTWARE USING DESIGNATED ACTIVE LEARNING METHODS.KNOWLEDGE AND INFORMATION SYSTEMS. VOL. 49. ISSUE 3. P. 795 -833 12 71% 0
5 SUFATRIO , TAN, DJJ , CHUA, TW , THING, VLL , (2015) SECURING ANDROID: A SURVEY, TAXONOMY, AND CHALLENGES.ACM COMPUTING SURVEYS. VOL. 47. ISSUE 4. P. - 10 77% 2
6 LA POLLA, M , MARTINELLI, F , SGANDURRA, D , (2013) A SURVEY ON SECURITY FOR MOBILE DEVICES.IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. VOL. 15. ISSUE 1. P. 446 -471 10 59% 69
7 SUAREZ-TANGIL, G , TAPIADOR, JE , LOMBARDI, F , DI PIETRO, R , (2016) ALTERDROID: DIFFERENTIAL FAULT ANALYSIS OF OBFUSCATED SMARTPHONE MALWARE.IEEE TRANSACTIONS ON MOBILE COMPUTING. VOL. 15. ISSUE 4. P. 789 -802 8 89% 0
8 MIAO, QG , LIU, JC , CAO, Y , SONG, JF , (2016) MALWARE DETECTION USING BILAYER BEHAVIOR ABSTRACTION AND IMPROVED ONE-CLASS SUPPORT VECTOR MACHINES.INTERNATIONAL JOURNAL OF INFORMATION SECURITY. VOL. 15. ISSUE 4. P. 361 -379 9 75% 0
9 GHIASI, M , SAMI, A , SALEHI, Z , (2015) DYNAMIC VSA: A FRAMEWORK FOR MALWARE DETECTION BASED ON REGISTER CONTENTS.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 44. ISSUE . P. 111 -122 6 100% 3
10 AB RAZAK, MF , ANUAR, NB , SALLEH, R , FIRDAUS, A , (2016) THE RISE OF "MALWARE": BIBLIOMETRIC ANALYSIS OF MALWARE STUDY.JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. VOL. 75. ISSUE . P. 58 -76 17 35% 0

Classes with closest relation at Level 1


Rank Class id link
1 20229 COMPUTER VIRUS//MALWARE PROPAGATION//WORM PROPAGATION
2 23745 CODE CLONE//SOFTWARE BIRTHMARK//PLAGIARISM DETECTION
3 17053 DIGITAL INVESTIGATION//DIGITAL FORENSICS//COMPUTER FORENSICS
4 7457 INTRUSION DETECTION//INTRUSION DETECTION SYSTEM//ALERT CORRELATION
5 25529 SQL INJECTION ATTACK//SQL INJECTION//SOFTWARE FAULT ISOLATION
6 23300 RETURN ORIENTED PROGRAMMING//DEVICE DRIVERS//HYPERVISORS
7 27075 KEYSTROKE DYNAMICS//MOUSE DYNAMICS//BEHAVIORAL BIOMETRICS
8 34697 SOCIAL NETWORK SECURITY//INTERACTION ORIENTED//SOCIAL BOT
9 33491 SELF FORMATION PROCESSES//ACTIVITIES AND CAPABILITIES//ADAPTIVE POWER MODELING
10 15358 IP TRACEBACK//DDOS//DDOS ATTACKS

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