A malware classification method based on memory dump grayscale image

Digital Investigation ◽

10.1016/j.diin.2018.09.006 ◽

2018 ◽

Vol 27 ◽

pp. 30-37 ◽

Author(s):

Yusheng Dai ◽

Hui Li ◽

Yekui Qian ◽

Xidong Lu

Keyword(s):

Classification Method ◽

Grayscale Image ◽

Malware Classification ◽

Download Full-text

An internet of things malware classification method based on mixture of experts neural network

Transactions on Emerging Telecommunications Technologies ◽

10.1002/ett.3920 ◽

2020 ◽

Author(s):

Fangwei Wang ◽

Shaojie Yang ◽

Qingru Li ◽

Changguan Wang

Keyword(s):

Neural Network ◽

Internet Of Things ◽

Classification Method ◽

Mixture Of Experts ◽

Malware Classification

Download Full-text

A File Fragment Classification Method Based on Grayscale Image

Journal of Computers ◽

10.4304/jcp.9.8.1863-1870 ◽

2014 ◽

Vol 9 (8) ◽

Author(s):

Tantan Xu ◽

Ming Xu ◽

Yizhi Ren ◽

Jian Xu ◽

Haiping Zhang ◽

...

Keyword(s):

Classification Method ◽

Grayscale Image

Download Full-text

Long short-term memory-based Malware classification method for information security

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2019.06.014 ◽

2019 ◽

Vol 77 ◽

pp. 366-375 ◽

Author(s):

Jungho Kang ◽

Sejun Jang ◽

Shuyu Li ◽

Young-Sik Jeong ◽

Yunsick Sung

Keyword(s):

Information Security ◽

Short Term Memory ◽

Classification Method ◽

Term Memory ◽

Malware Classification ◽

Long Short Term Memory

Download Full-text

Massive IoT Malware Classification Method Using Binary Lifting

Intelligent Automation & Soft Computing ◽

10.32604/iasc.2022.021038 ◽

2022 ◽

Vol 32 (1) ◽

pp. 467-481

Author(s):

Hae-Seon Jeong ◽

Jin Kwak

Keyword(s):

Classification Method ◽

Malware Classification

Download Full-text

A Malware Classification Method Based on Generic Malware Information

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-26535-3_38 ◽

2015 ◽

pp. 329-336 ◽

Author(s):

Jiyeon Choi ◽

HeeSeok Kim ◽

Jangwon Choi ◽

Jungsuk Song

Keyword(s):

Classification Method ◽

Malware Classification

Download Full-text

Malware Classification Method Based on Word Vector of Bytes and Multilayer Perception

ICC 2020 - 2020 IEEE International Conference on Communications (ICC) ◽

10.1109/icc40277.2020.9149143 ◽

2020 ◽

Author(s):

Yanchen Qiao ◽

Bin Zhang ◽

Weizhe Zhang

Keyword(s):

Classification Method ◽

Multilayer Perception ◽

Malware Classification

Download Full-text

A Malware Classification Method Based on Similarity of Function Structure

2012 IEEE/IPSJ 12th International Symposium on Applications and the Internet ◽

10.1109/saint.2012.48 ◽

2012 ◽

Author(s):

Yang Zhong ◽

Hirofumi Yamaki ◽

Hiroki Takakura

Keyword(s):

Classification Method ◽

Function Structure ◽

Malware Classification

Download Full-text

A Lightweight Malware Classification Method Based on Detection Results of Anti-Virus Software

2017 12th Asia Joint Conference on Information Security (AsiaJCIS) ◽

10.1109/asiajcis.2017.20 ◽

2017 ◽

Author(s):

YounSu Lee ◽

Sang-Soo Choi ◽

Jangwon Choi ◽

JungSuk Song

Keyword(s):

Classification Method ◽

Malware Classification

Download Full-text

Malware Classification Method Based on Sequence of Traffic Flow

Proceedings of the 1st International Conference on Information Systems Security and Privacy ◽

10.5220/0005235002300237 ◽

2015 ◽

Keyword(s):

Traffic Flow ◽

Classification Method ◽

Malware Classification

Download Full-text

Android malware classification method

Proceedings of the 2013 Research in Adaptive and Convergent Systems on - RACS '13 ◽

10.1145/2513228.2513295 ◽

2013 ◽

Author(s):

Byeongho Kang ◽

BooJoong Kang ◽

Jungtae Kim ◽

Eul Gyu Im

Keyword(s):

Classification Method ◽

Android Malware ◽

Malware Classification

Download Full-text