Malware Resistant Data Protection in Hyper-connected Networks: A survey
Authors: Jannatul Ferdous, Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam | Published: 2023-07-24
Malware Propagation Means
Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks
Authors: Daniel Gibert, Jordi Planes, Quan Le, Giulio Zizzo | Published: 2023-06-16
A Survey on Cross-Architectural IoT Malware Threat Hunting
Authors: Anandharaju Durai Raju, Ibrahim Abualhaol, Ronnie Salvador Giagone, Yang Zhou, Shengqiang Huang | Published: 2023-06-09
An Efficient Multi-Step Framework for Malware Packing Identification
Authors: Jong-Wouk Kim, Yang-Sae Moon, Mi-Jung Choi | Published: 2022-08-17
Practical Attacks on Machine Learning: A Case Study on Adversarial Windows Malware
Authors: Luca Demetrio, Battista Biggio, Fabio Roli | Published: 2022-07-12
Multifamily Malware Models
Authors: Samanvitha Basole, Fabio Di Troia, Mark Stamp | Published: 2022-06-27
Generative Adversarial Networks and Image-Based Malware Classification
Authors: Huy Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp | Published: 2022-06-08
Symbolic analysis meets federated learning to enhance malware identifier
Authors: Khanh Huu The Dam, Charles-Henry Bertrand Van Ouytsel, Axel Legay | Published: 2022-04-29
Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques
Authors: ElMouatez Billah Karbab, Mourad Debbabi | Published: 2021-05-27
Analyzing Machine Learning Approaches for Online Malware Detection in Cloud
Authors: Jeffrey C Kimmell, Mahmoud Abdelsalam, Maanak Gupta | Published: 2021-05-19