An Evolutionary based Generative Adversarial Network Inspired Approach to Defeating Metamorphic Malware

Author:

Babaagba Kehinde O.1ORCID,Wylie Jordan1ORCID

Affiliation:

1. Edinburgh Napier University, Edinburgh, United Kingdom

Publisher

ACM

Reference32 articles.

1. Emre Aydogan and Sevil Sen . 2015. Automatic Generation of Mobile Malwares Using Genetic Programming . In Applications of Evolutionary Computation, Antonio M . Mora and Giovanni Squillero (Eds.). Springer International Publishing , Cham , 745--756. Emre Aydogan and Sevil Sen. 2015. Automatic Generation of Mobile Malwares Using Genetic Programming. In Applications of Evolutionary Computation, Antonio M. Mora and Giovanni Squillero (Eds.). Springer International Publishing, Cham, 745--756.

2. Kehinde O. Babaagba and Mayowa Ayodele . 2023 . Evolutionary Based Transfer Learning Approach to Improving Classification of Metamorphic Malware. In Applications of Evolutionary Computation, João Correia, Stephen Smith, and Raneem Qaddoura (Eds.). Springer Nature Switzerland , Cham, 161--176. Kehinde O. Babaagba and Mayowa Ayodele. 2023. Evolutionary Based Transfer Learning Approach to Improving Classification of Metamorphic Malware. In Applications of Evolutionary Computation, João Correia, Stephen Smith, and Raneem Qaddoura (Eds.). Springer Nature Switzerland, Cham, 161--176.

3. Kehinde O. Babaagba , Zhiyuan Tan , and Emma Hart . 2019. Nowhere Metamorphic Malware Can Hide - A Biological Evolution Inspired Detection Scheme . In Dependability in Sensor, Cloud, and Big Data Systems and Applications, Guojun Wang, Md Zakirul Alam Bhuiyan, Sabrina De Capitani di Vimercati , and Yizhi Ren (Eds.). Springer Singapore , Singapore , 369--382. Kehinde O. Babaagba, Zhiyuan Tan, and Emma Hart. 2019. Nowhere Metamorphic Malware Can Hide - A Biological Evolution Inspired Detection Scheme. In Dependability in Sensor, Cloud, and Big Data Systems and Applications, Guojun Wang, Md Zakirul Alam Bhuiyan, Sabrina De Capitani di Vimercati, and Yizhi Ren (Eds.). Springer Singapore, Singapore, 369--382.

4. Kehinde O. Babaagba , Zhiyuan Tan , and Emma Hart . 2020. Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites . In Applications of Evolutionary Computation, Pedro A . Castillo, Juan Luis Jiménez Laredo, and Francisco Fernández de Vega (Eds.). Springer International Publishing , Cham , 117--132. Kehinde O. Babaagba, Zhiyuan Tan, and Emma Hart. 2020. Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites. In Applications of Evolutionary Computation, Pedro A. Castillo, Juan Luis Jiménez Laredo, and Francisco Fernández de Vega (Eds.). Springer International Publishing, Cham, 117--132.

5. Improving Classification of Metamorphic Malware by Augmenting Training Data with a Diverse Set of Evolved Mutant Samples

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