Detecting Android Malware: From Neural Embeddings to Hands-On Validation with BERTroid
Authors: Meryam Chaieb, Mostafa Anouar Ghorab, Mohamed Aymen Saied | Published: 2024-05-06 | Updated: 2024-08-12
Malware Classification
Online Clustering of Known and Emerging Malware Families
Authors: Olha Jurečková, Martin Jureček, Mark Stamp | Published: 2024-05-06
Explainable Malware Detection with Tailored Logic Explained Networks
Authors: Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, Jan Mojzis | Published: 2024-05-05
Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples
Authors: Matous Kozak, Luca Demetrio, Dmitrijs Trizna, Fabio Roli | Published: 2024-05-04
Explainability Guided Adversarial Evasion Attacks on Malware Detectors
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh | Published: 2024-05-02
Empowering Malware Detection Efficiency within Processing-in-Memory Architecture
Authors: Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-12
Case Study: Neural Network Malware Detection Verification for Feature and Image Datasets
Authors: Preston K. Robinette, Diego Manzanas Lopez, Serena Serbinowska, Kevin Leach, Taylor T. Johnson | Published: 2024-04-08
Obfuscated Malware Detection: Investigating Real-world Scenarios through Memory Analysis
Authors: S M Rakib Hasan, Aakar Dhakal | Published: 2024-04-03
Generative AI-Based Effective Malware Detection for Embedded Computing Systems
Authors: Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-02 | Updated: 2024-04-12
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications
Authors: Fouad Trad, Ali Chehab | Published: 2024-03-26 | Updated: 2024-06-10