Securing internet of things using machine and deep learning methods: a survey

A Ghaffari, N Jelodari, S pouralish, N derakhshanfard… - Cluster …, 2024 - Springer
Abstract The Internet of Things (IoT) is a vast network of devices with sensors or actuators
connected through wired or wireless networks. It has a transformative effect on integrating …

DDoS attack detection techniques in IoT networks: a survey

A Pakmehr, A Aßmuth, N Taheri, A Ghaffari - Cluster Computing, 2024 - Springer
Abstract The Internet of Things (IoT) is a rapidly emerging technology that has become more
valuable and vital in our daily lives. This technology enables connection and communication …

Distributed Ensemble Method Using Deep Learning to Detect DDoS Attacks in IoT Networks

P Shukla, CR Krishna, NV Patil - Arabian Journal for Science and …, 2024 - Springer
The widespread adoption of Internet of Things (IoT) devices has increased exponentially in
recent years. Consequently, the security risks and vulnerabilities related to these unsecured …

A hybrid approach based on PUF and ML to protect MQTT based IoT system from DDoS attacks

A Sharma, K Bhushan - Cluster Computing, 2024 - Springer
IoT application uses MQTT, an application layer protocol that facilitates machine-to-machine
communication using a central entity called broker. The vulnerability lies in the broker being …

Kafka‐Shield: Kafka Streams‐based distributed detection scheme for IoT traffic‐based DDoS attacks

P Shukla, CR Krishna, NV Patil - Security and Privacy - Wiley Online Library
With the rapid proliferation of insecure Internet of Things (IoT) devices, the security of
Internet‐based applications and networks has become a prominent concern. One of the …