Federated Learning for Malware Detection in IoT Devices

Federated Learning for Malware Detection in IoT Devices

15 April 2021

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Papers citing "Federated Learning for Malware Detection in IoT Devices"

11 / 11 papers shown

Title
MADEA: A Malware Detection Architecture for IoT blending Network Monitoring and Device Attestation Renascence Tarafder Prapty R. Trimananda Sashidhar Jakkamsetti Gene Tsudik A. Markopoulou 61 0 0 24 Feb 2025
Twin Auto-Encoder Model for Learning Separable Representation in Cyberattack Detection Phai Vu Dinh Nguyen Quang Uy D. Hoang Diep N. Nguyen Son Pham Bao E. Dutkiewicz AAML 62 1 0 22 Mar 2024
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights Maryam Ben Driss Essaid Sabir H. Elbiaze Walid Saad 26 7 0 07 Dec 2023
Federated Semi-Supervised and Semi-Asynchronous Learning for Anomaly Detection in IoT Networks Wenbin Zhai Feng Wang L. Liu Youwei Ding Wanyi Lu 20 0 0 23 Aug 2023
Federated Learning for 5G Base Station Traffic Forecasting V. Perifanis Nikolaos Pavlidis R. Koutsiamanis P. Efraimidis AI4TS 28 41 0 28 Nov 2022
Anomaly Detection via Federated Learning Marc Vucovich A. Tarcar Penjo Rebelo N. Gade Ruchi Porwal ... R. Schiller Edward Bowen Alex West Sanmitra Bhattacharya Balaji Veeramani FedML 19 7 0 12 Oct 2022
Symbolic analysis meets federated learning to enhance malware identifier Khanh-Huu-The Dam Charles-Henry Bertrand Van Ouytsel Axel Legay FedML 6 5 0 29 Apr 2022
Demystifying the Transferability of Adversarial Attacks in Computer Networks Ehsan Nowroozi Yassine Mekdad Mohammad Hajian Berenjestanaki Mauro Conti Abdeslam El Fergougui AAML 21 31 0 09 Oct 2021
Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges Enrique Mármol Campos Pablo Fernández Saura Aurora González-Vidal José Luis Hernández Ramos Jorge Bernal Bernabé G. Baldini A. Gómez-Skarmeta 31 148 0 02 Aug 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses Lingjuan Lyu Han Yu Xingjun Ma Chen Chen Lichao Sun Jun Zhao Qiang Yang Philip S. Yu FedML 169 351 0 07 Dec 2020
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 177 1,031 0 29 Nov 2018