Online Clustering of Known and Emerging Malware Families
Authors: Olha Jurečková, Martin Jureček, Mark Stamp | Published: 2024-05-06
Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy
Authors: Ghazaleh Shirvani, Saeid Ghasemshirazi | Published: 2024-05-05
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
Confidential and Protected Disease Classifier using Fully Homomorphic Encryption
Authors: Aditya Malik, Nalini Ratha, Bharat Yalavarthi, Tilak Sharma, Arjun Kaushik, Charanjit Jutla | 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
ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models
Authors: Heng Jin, Chaoyu Zhang, Shanghao Shi, Wenjing Lou, Y. Thomas Hou | Published: 2024-05-03 | Updated: 2024-09-10
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack
Authors: Kaiyi Pang, Tao Qi, Chuhan Wu, Minhao Bai, Minghu Jiang, Yongfeng Huang | Published: 2024-05-03 | Updated: 2025-01-12
Explainability Guided Adversarial Evasion Attacks on Malware Detectors
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh | Published: 2024-05-02
ATTAXONOMY: Unpacking Differential Privacy Guarantees Against Practical Adversaries
Authors: Rachel Cummings, Shlomi Hod, Jayshree Sarathy, Marika Swanberg | Published: 2024-05-02
Generative AI in Cybersecurity
Authors: Shivani Metta, Isaac Chang, Jack Parker, Michael P. Roman, Arturo F. Ehuan | Published: 2024-05-02