Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability

23 July 2021

Papers citing "Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability"

9 / 9 papers shown

Title
Explainable Malware Detection with Tailored Logic Explained Networks Peter Anthony Francesco Giannini Michelangelo Diligenti Martin Homola Marco Gori Stefan Balogh J. Mojžiš AAML 39 1 0 05 May 2024
Catchém all: Classification of Rare, Prominent, and Novel Malware Families M. Eren Ryan Barron Manish Bhattarai Selma Wanna N. Solovyev Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas 37 1 0 04 Mar 2024
Towards an in-depth detection of malware using distributed QCNN Tony Quertier Grégoire Barrué 31 1 0 19 Dec 2023
MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware M. Eren Manish Bhattarai Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas 30 4 0 04 Sep 2023
Quantum Machine Learning for Malware Classification Grégoire Barrué Tony Quertier 86 2 0 09 May 2023
AI-based Malware and Ransomware Detection Models Benjamin Marais Tony Quertier Stephane Morucci 22 10 0 05 Jul 2022
MERLIN -- Malware Evasion with Reinforcement LearnINg Tony Quertier Benjamin Marais Stephane Morucci Bertrand Fournel AAML 19 17 0 24 Mar 2022
A Survey of Machine Learning Algorithms for Detecting Malware in IoT Firmware E. Larsen Korey MacVittie John Lilly 24 0 0 03 Nov 2021
A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity E. Larsen David Noever Korey MacVittie 33 5 0 14 Oct 2021