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Machine Learning Aided Static Malware Analysis: A Survey and Tutorial

Machine Learning Aided Static Malware Analysis: A Survey and Tutorial

3 August 2018
Andrii Shalaginov
Sergii Banin
Ali Dehghantanha
K. Franke
ArXiv (abs)PDFHTML

Papers citing "Machine Learning Aided Static Malware Analysis: A Survey and Tutorial"

10 / 10 papers shown
IMCDCF: An Incremental Malware Detection Approach Using Hidden Markov
  Models
IMCDCF: An Incremental Malware Detection Approach Using Hidden Markov Models
Ran Liu
Charles K. Nicholas
79
3
0
17 Apr 2023
Automated Machine Learning for Deep Learning based Malware Detection
Automated Machine Learning for Deep Learning based Malware DetectionComputers & security (Comput. Secur.), 2023
Austin R. Brown
Maanak Gupta
Mahmoud Abdelsalam
192
61
0
03 Mar 2023
Minerva: A File-Based Ransomware Detector
Minerva: A File-Based Ransomware DetectorACM Asia Conference on Computer and Communications Security (AsiaCCS), 2023
Dorjan Hitaj
Giulio Pagnotta
Fabio De Gaspari
Lorenzo De Carli
L. Mancini
AAML
289
12
0
26 Jan 2023
Multi-feature Dataset for Windows PE Malware Classification
Multi-feature Dataset for Windows PE Malware ClassificationSocial Science Research Network (SSRN), 2022
M. Yousuf
Izza Anwer
Tanzeela Shakir
Minahil Siddiqui
Maysoon Shahid
46
3
0
28 Oct 2022
Analyzing Machine Learning Approaches for Online Malware Detection in
  Cloud
Analyzing Machine Learning Approaches for Online Malware Detection in CloudInternational Conference on Smart Computing (SMARTCOMP), 2021
Jeffrey Kimmell
Mahmoud Abdelsalam
Maanak Gupta
124
42
0
19 May 2021
Digital Forensics vs. Anti-Digital Forensics: Techniques, Limitations
  and Recommendations
Digital Forensics vs. Anti-Digital Forensics: Techniques, Limitations and Recommendations
Jean-Paul A. Yaacoub
Hassan N. Noura
O. Salman
A. Chehab
105
25
0
31 Mar 2021
Beyond the Hype: A Real-World Evaluation of the Impact and Cost of
  Machine Learning-Based Malware Detection
Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection
Robert A. Bridges
Sean Oesch
Miki E. Verma
Michael D. Iannacone
Kelly M. T. Huffer
...
Daniel Scofield
Craig Miles
Thomas Plummer
Mark Daniell
Anne M. Tall
129
5
0
16 Dec 2020
A Quantum Algorithm To Locate Unknown Hashgrams
A Quantum Algorithm To Locate Unknown HashgramsFuture Technologies Conference (FT), 2020
Nicholas R. Allgood
Charles K. Nicholas
110
0
0
06 May 2020
Explanation-Guided Backdoor Poisoning Attacks Against Malware
  Classifiers
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
Giorgio Severi
J. Meyer
Scott E. Coull
Alina Oprea
AAMLSILM
237
18
0
02 Mar 2020
Cyber Threat Intelligence : Challenges and Opportunities
Cyber Threat Intelligence : Challenges and Opportunities
Mauro Conti
Ali Dehghantanha
T. Dargahi
77
112
0
03 Aug 2018
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