Survey of Machine Learning Techniques for Malware Analysis

23 October 2017

Papers citing "Survey of Machine Learning Techniques for Malware Analysis"

19 / 19 papers shown

Title
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems Armando Bellante Tommaso Fioravanti Michele Carminati S. Zanero Alessandro Luongo 54 0 0 16 Feb 2025
Software Security Analysis in 2030 and Beyond: A Research Roadmap Marcel Böhme Eric Bodden Tevfik Bultan Cristian Cadar Yang Liu Giuseppe Scanniello 34 1 0 26 Sep 2024
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation Anantaa Kotal Brandon Luton Anupam Joshi 48 1 0 26 May 2024
Layered Uploading for Quantum Convolutional Neural Networks Grégoire Barrué Tony Quertier Orlane Zang 99 0 0 15 Apr 2024
A Survey on Cross-Architectural IoT Malware Threat Hunting Anandharaju Durai Raju I. Abualhaol Ronnie Salvador Giagone Yang Zhou Shengqiang Huang 26 34 0 09 Jun 2023
SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection Giovanni Apruzzese Pavel Laskov J. Schneider 53 25 0 30 Apr 2023
Classification of Web Phishing Kits for early detection by platform providers A. Venturi M. Colajanni M. Ramilli Giorgio Valenziano Santangelo 20 2 0 15 Oct 2022
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 37 148 0 31 Aug 2022
Malware Analysis with Symbolic Execution and Graph Kernel Charles-Henry Bertrand Van Ouytsel Axel Legay 20 3 0 12 Apr 2022
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks Salijona Dyrmishi Salah Ghamizi Thibault Simonetto Yves Le Traon Maxime Cordy AAML 37 16 0 07 Feb 2022
An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification Ferhat Demirkiran Aykut Çayır U. Ünal Hasan Dag 38 42 0 25 Dec 2021
Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art Xiang Ling Lingfei Wu Jiangyu Zhang Zhenqing Qu Wei Deng ... Chunming Wu S. Ji Tianyue Luo Jingzheng Wu Yanjun Wu AAML 47 74 0 23 Dec 2021
Using Static and Dynamic Malware features to perform Malware Ascription Jashanpreet Singh Sraw Keshav Kumar 17 6 0 05 Dec 2021
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 25 61 0 18 Oct 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang Xinming Zhang Wenke Lee Yuval Elovici Battista Biggio 38 81 0 30 Jun 2021
Deep Learning for Android Malware Defenses: a Systematic Literature Review Yue Liu Chakkrit Tantithamthavorn Li Li Yepang Liu AAML 35 77 0 09 Mar 2021
A survey on practical adversarial examples for malware classifiers Daniel Park B. Yener AAML 44 14 0 06 Nov 2020
Neurlux: Dynamic Malware Analysis Without Feature Engineering Chani Jindal Christopher Salls H. Aghakhani Keith Long Christopher Kruegel Giovanni Vigna 24 62 0 24 Oct 2019
Deep learning at the shallow end: Malware classification for non-domain experts Quan Le Oisín Boydell Brian Mac Namee Mark Scanlon 78 173 0 22 Jul 2018