A visualized botnet detection system based deep learning for the internet of things networks of smart cities

R Vinayakumar, M Alazab, S Srinivasan… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… This article presented a botnet detection system based deep learning using DNS queries
specific to IoT smart city applications. The proposed system is highly scalable on a commodity …

Smart waste management and classification system for smart cities using deep learning

MK Hasan, MA Khan, GF Issa, A Atta… - … for Technology and …, 2022 - ieeexplore.ieee.org
… , deep learning systems produce unrivaled results. This research utilizes deep learning to
… Garbage classification based on deep learning allows for the extraction of waste categories …

FuzzyNet-Based Modelling Smart Traffic System in Smart Cities Using Deep Learning Models

PK Mall, V Narayan, S Pramanik… - … in Smart Cities, 2023 - igi-global.com
… The main goal of present smart city solutions is the development of deep learning-based
solutions to enhance current system. Therefore, this group of ambitious and independent …

Deep learning and Internet of Things for tourist attraction recommendations in smart cities

JC Cepeda-Pacheco, MC Domingo - Neural Computing and Applications, 2022 - Springer
… -enabled deep learning-based recommendation system to enhance tourist experience in a
smart city. … (age of the traveler/s, hobbies, etc.) into the smart city app/website. Our proposed …

Air-pollution prediction in smart city, deep learning approach

A Bekkar, B Hssina, S Douzi, K Douzi - Journal of big Data, 2021 - Springer
… In this paper, we implemented a deep learning solution to predict the hourly forecast of \(…
We examined the difference in performances among Deep learning algorithms such as LSTM, Bi…

Big data analysis of the internet of things in the digital twins of smart city based on deep learning

X Li, H Liu, W Wang, Y Zheng, H Lv, Z Lv - Future Generation Computer …, 2022 - Elsevier
… in the smart city Internet of things (IoT), make the smart city … in the smart city, the study
introduces the deep learning (DL) … are introduced to construct the smart city DTs multi-hop …

Smart environment design planning for smart city based on deep learning

L Liu, Y Zhang - Sustainable Energy Technologies and Assessments, 2021 - Elsevier
… Machine Learning (ML) and Deep Learning (DL) methods have contributed to the … of urban
and smart cities development in the current scenario. Most developed cities have suffered …

Replay attack detection in smart cities using deep learning

AA Elsaeidy, N Jagannath, AG Sanchis… - IEEE …, 2020 - ieeexplore.ieee.org
… by applying it to a real life smart city dataset, where replay attacks were … deep learning
models. Last but not least, as an additional contribution, this paper presents a real life smart city

Energy-net: a deep learning approach for smart energy management in iot-based smart cities

M Abdel-Basset, H Hawash… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
… (EM) in smart cities, there is a lack of current research exploring EM in well-regulated
Internetof-Things (IoT) networks. This article develops a new deep learning (DL) model for efficient …

A deep learning-based IoT-oriented infrastructure for secure smart city

SK Singh, YS Jeong, JH Park - Sustainable Cities and Society, 2020 - Elsevier
… With the use of LSTM in deep learning, we improved the production of the smart industry
with smart manufacturing the product. Moreover, the proposed infrastructure solves the security …