A tinyml soft-sensor approach for low-cost detection and monitoring of vehicular emissions

P Andrade, I Silva, M Silva, T Flores, J Cassiano… - Sensors, 2022 - mdpi.com
Vehicles are the major source of air pollution in modern cities, emitting excessive levels of
CO2 and other noxious gases. Exploiting the OBD-II interface available on most vehicles …

An evolving tinyml compression algorithm for iot environments based on data eccentricity

G Signoretti, M Silva, P Andrade, I Silva, E Sisinni… - Sensors, 2021 - mdpi.com
Currently, the applications of the Internet of Things (IoT) generate a large amount of sensor
data at a very high pace, making it a challenge to collect and store the data. This scenario …

Comparative performance analysis of lightweight cryptography algorithms for IoT sensor nodes

A Fotovvat, GME Rahman, SS Vedaei… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) has become an integral part of future solutions, ranging from
industrial to everyday human life applications. Adding a new level of intelligence to objects …

HH-NIDS: Heterogeneous hardware-based network intrusion detection framework for IoT security

DM Ngo, D Lightbody, A Temko, C Pham-Quoc… - Future Internet, 2022 - mdpi.com
This study proposes a heterogeneous hardware-based framework for network intrusion
detection using lightweight artificial neural network models. With the increase in the volume …

A hybrid modified lightweight algorithm combined of two cryptography algorithms PRESENT and Salsa20 using chaotic system

ZMJ Kubba, HK Hoomod - 2019 First International Conference …, 2019 - ieeexplore.ieee.org
Cryptography algorithms play a critical role in information technology against various attacks
witnessed in the digital era. Many studies and algorithms are done to achieve security …

A comparative study of post-quantum cryptographic algorithm implementations for secure and efficient energy systems monitoring

GB Satrya, YM Agus, AB Mnaouer - Electronics, 2023 - mdpi.com
The Internet of Things (IoT) has assumed a pivotal role in the advancement of
communication technology and in our daily lives. However, an IoT system such as a smart …

An unsupervised tinyml approach applied for pavement anomalies detection under the internet of intelligent vehicles

P Andrade, I Silva, G Signoretti, M Silva… - … on Metrology for …, 2021 - ieeexplore.ieee.org
Vehicles have been endowed with new technologies in the last years, mostly influenced by
an increasing in the instrumentation level and availability of smart devices for embedded …

Proposing encryption selection model for IoT devices based on IoT device design

M Saleh, NZ Jhanjhi, A Abdullah… - 2022 24th International …, 2022 - ieeexplore.ieee.org
The shortage of resources and services coincides with the expansion of urbanization.
Modern technology utilization has become necessary to compensate for this shortage and to …

FPGA hardware acceleration framework for anomaly-based intrusion detection system in IoT

DM Ngo, A Temko, CC Murphy… - 2021 31st International …, 2021 - ieeexplore.ieee.org
This study proposes a versatile framework for real-time Internet of Things (IoT) network
intrusion detection using Artificial Neural Network (ANN) on heterogeneous hardware. With …

Secured authentication of RFID devices using lightweight block ciphers on FPGA platforms

P Anusha, PR Rao, NP Rai - IEEE Access, 2023 - ieeexplore.ieee.org
Near Field Communication (NFC) has emerged as a pivotal wireless technology for short-
range data exchange between devices, including smartphones and wearables. Leveraging …