A novel approach of botnet detection using hybrid deep learning for enhancing security in IoT networks

In an era dominated by the Internet of Things (IoT), protecting interconnected devices from botnets has become essential. This study introduces an innovative hybrid deep learning model that synergizes LSTM Auto Encoders and Multilayer Perceptrons in detecting botnets in IoTs. The fusion of these tec...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Shamshair Ali, Rubina Ghazal, Nauman Qadeer, Oumaima Saidani, Fatimah Alhayan, Anum Masood, Rabia Saleem, Muhammad Attique Khan, Deepak Gupta
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Elsevier 2024-09-01
سلاسل:	Alexandria Engineering Journal
الموضوعات:	Cyber security IoT Botnets Unknown cyber-attacks IoT networks Cyber-physical systems Zero-day vulnerability
الوصول للمادة أونلاين:	http://www.sciencedirect.com/science/article/pii/S1110016824005830
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!