Dynamic Runtime Opcode Dataset Generation for Improving Malware Classification

Domhnall Carlin; Philip O'Kane; Sakir Sezer

Dynamic Runtime Opcode Dataset Generation for Improving Malware Classification

Domhnall Carlin
, Philip O'Kane
, Sakir Sezer

Research output: Contribution to conference › Poster › peer-review

226 Downloads (Pure)

Original language	English
Publication status	Published - 21 Sept 2016
Event	19th International Symposium on Research in Attacks, Intrusions and Defenses - Telecom SudParis, Evry, France Duration: 19 Sept 2016 → 21 Sept 2016 http://www.raid2016.org/ (Link to event details online)

Conference

Conference	19th International Symposium on Research in Attacks, Intrusions and Defenses
Abbreviated title	RAID(2016)
Country/Territory	France
City	Evry
Period	19/09/2016 → 21/09/2016
Internet address	http://www.raid2016.org/ (Link to event details online)

Keywords

malware detection
Obfuscation, Packers, Polymorphism, Metamorphism Malware, KNN, SVM
machine learning
Cybersecurity, research,inovation, trust, resilience, translation

Access to Document

Dynamic Runtime Opcode Dataset Generation for Improving Malware Classification
© 2016 The Authors.
Accepted author manuscript, 317 KB

19th International Symposium on Research in Attacks, Intrusions and Defenses
Carlin, D. (Participant)
19 Sept 2016 → 21 Sept 2016
Activity: Participating in or organising an event types › Participation in conference

File

Dynamic analyses of malware
Carlin, D. (Author), Sezer, S. (Supervisor) & O'Kane, P. (Supervisor), Dec 2018
Student thesis: Doctoral Thesis › Doctor of Philosophy

File

Cite this

@conference{00f9afd4d57b4f2e9b9618bcfc89a213,

title = "Dynamic Runtime Opcode Dataset Generation for Improving Malware Classification",

keywords = "malware detection, Obfuscation, Packers, Polymorphism, Metamorphism Malware, KNN, SVM, machine learning, Cybersecurity, research,inovation, trust, resilience, translation",

author = "Domhnall Carlin and Philip O'Kane and Sakir Sezer",

year = "2016",

month = sep,

day = "21",

language = "English",

note = "19th International Symposium on Research in Attacks, Intrusions and Defenses, RAID(2016) ; Conference date: 19-09-2016 Through 21-09-2016",

url = "http://www.raid2016.org/",

}

TY - CONF

T1 - Dynamic Runtime Opcode Dataset Generation for Improving Malware Classification

AU - Carlin, Domhnall

AU - O'Kane, Philip

AU - Sezer, Sakir

PY - 2016/9/21

Y1 - 2016/9/21

KW - malware detection

KW - Obfuscation, Packers, Polymorphism, Metamorphism Malware, KNN, SVM

KW - machine learning

KW - Cybersecurity, research,inovation, trust, resilience, translation

M3 - Poster

T2 - 19th International Symposium on Research in Attacks, Intrusions and Defenses

Y2 - 19 September 2016 through 21 September 2016

ER -

Dynamic Runtime Opcode Dataset Generation for Improving Malware Classification

Conference

Keywords

Access to Document

Activities

19th International Symposium on Research in Attacks, Intrusions and Defenses

Student theses

Dynamic analyses of malware

Cite this