Decision Tree-Based IoT Botnet Attack Detection

H Al-Najjar, N Al-Rousan - 2024 2nd International Conference …, 2024 - ieeexplore.ieee.org
This paper investigated the predictive capabilities of three decision tree models for IoT
botnet attack prediction using packet information while minimizing the number of predictors …

Detecting Botnet Attacks in IoT Healthcare Systems through IoT Technology

A Sharma, H Babbar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has fundamentally changed how technology can be used, but it
has also created new opportunities for cyberattacks. These days, there are more IoT devices …

DDoS and Botnet Attacks: A Survey of Detection and Prevention Techniques

SA Pranav, B HariHaran - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) heralds a innovative generation in communication via enabling
regular gadgets to supply, receive, and percentage records easily. IoT applications, which …

Vulnerability Testing on IoT Networks Using Machine Learning Algorithm

R Mohandas, DSJD Prasanna, BV Baiju… - … on Advances in …, 2024 - ieeexplore.ieee.org
The increasing growth of Internet of Things (IoT) devices has created a wide attack surface
for cyber criminals to carry out more destructive cyber attacks; therefore, the number of cyber …

Unmasking the Botnet Attacks: A Hybrid Deep Learning Approach

PN Nayan, M Mahajabin, A Rahman, N Maisha… - … Conference on Smart …, 2024 - Springer
As IoT devices become more integrated, potential risks and vulnerabilities increase. To
protect IoT networks, robust security measures are needed. However, current security lacks …

[PDF][PDF] Exploring a Hybrid Technique to Detect Network Intrusions in IoT Systems using PCC, ADASYN, and ALMA

PR Agbedanu, R Musabe, I Gatare, J Rwigema… - Authorea …, 2023 - techrxiv.org
Exploring a Hybrid Technique to Detect Network Intrusions in IoT Systems using PCC,
ADASYN, and ALMA Page 1 P osted on 1 F eb 2020 — CC-BY-NC-SA 4 — h ttps://doi.org/10.36227/techrxiv.21948608.v1 …

Random Forest Classifier for the Detection of IoT Botnet Attacks from Data of Provision PT 37E Security Camera

P Srivani, C Vandana, P Vinusha, S Sathvika… - Turkish Journal of …, 2023 - turcomat.org
Abstract The Internet of Things (IoT) has witnessed significant growth with the proliferation of
connected devices in various domains. However, this rapid expansion has also led to an …

Enhancing the Security of Botnet Attacks Detection Using Parallel Gradient Descent Optimized Four Layered Network (PGDOFLN)

U Maheswari, K Perumal - 2024 - researchsquare.com
Abstract Internet of Things (IoT) gadget proliferation has resulted in unprecedented
connectedness as well as simplicity, but it has raised serious security concerns. Botnet …

IoT Botnet Creation and Detection using Machine Learning

H Esha, BS Hadimani, SP Devika… - … on Advancement in …, 2023 - ieeexplore.ieee.org
According to ethical hacking specialists, malware has been present in online environments
for a very long time. More malware is being disseminated online as new technology is …

[PDF][PDF] Decision Analytics Journal

A Arshad, M Jabeen, S Ubaid, A Raza, L Abualigah… - researchgate.net
The growing number of connected Internet of Things (IoT) devices has led to the daily
growth of network botnet attacks. The networks of compromised devices controlled by a …