Results 81 to 90 of about 1,235 (177)

Diving Deep With BotLab-DS1: A Novel Ground Truth-Empowered Botnet Dataset

IEEE Access
Cyberspace faces unparalleled threats due to the rapid rise in botnet attacks and their profound repercussions. Utilizing AI-assisted systems emerges as a potent solution for detecting and neutralizing such attacks.
Muhammad Qasim, Muhammad Waleed, Tai-Won Um, Peyman Pahlevani, Jens Myrup Pedersen, Asif Masood   +5 more
doaj   +1 more source

Enhanced Peer-to-Peer Botnet Detection Using Differential Evolution for Optimized Feature Selection

Future Internet
With the growing prevalence of cybercrime, botnets have emerged as a significant threat, infiltrating an increasing number of legitimate computers annually.
Sangita Baruah, Vaskar Deka, Dulumani Das, Utpal Barman, Manob Jyoti Saikia   +4 more
doaj   +1 more source

SkipGateNet: A Lightweight CNN-LSTM Hybrid Model With Learnable Skip Connections for Efficient Botnet Attack Detection in IoT

IEEE Access
The rise of Internet of Things (IoT) has led to increased security risks, particularly from botnet attacks that exploit IoT device vulnerabilities. This situation necessitates effective Intrusion Detection Systems (IDS), that are accurate, lightweight ...
Mohammed S. Alshehri, Jawad Ahmad, Sultan Almakdi, Mimonah Al Qathrady, Yazeed Yasin Ghadi, William J. Buchanan   +5 more
doaj   +1 more source

Botnet Attacks in Computer Network Security

International Journal for Research in Applied Science and Engineering Technology
Abstract: This paper introduces a deep learning-oriented framework for identifying and preventing botnet-caused DDoS attacks in Software-Defined Networking (SDN). Conventional security techniques experience high false alarms and slow detection because of the dynamic nature of botnet attacks.
Mrs. P. Sravani, K. Shiva Kumar, P. Jai Raj Sai, K. Mohan Aditya, S. S. K. Chaitanya   +4 more
openaire   +1 more source

A threat modeling framework for IoT-Based botnet attacks. [PDF]

Heliyon
Jin H, Jeon G, Aneka Choi HW, Jeon S, Seo JT.   +4 more
europepmc   +1 more source

Dynamics of botnet propagation model in complex networks considering hybrid method for botnet detection. [PDF]

PLoS One
Maazalahi M, Hosseini S.
europepmc   +1 more source

Federated ConvNeXt-swin temporal fusion network for malware and botnet detection in IoT systems. [PDF]

Sci Rep
Alsubaei FS, Almazroi AA, Ayub N.
europepmc   +1 more source

IoT Botnet Cyber Attack Detection

IJARCCE, 2023
Kajal Sawant, Prajakta Jadhav, Shraddha Shirsath, Shubhangi Dhumal   +3 more
openaire   +1 more source

Federated Learning and Data Mining-Based Botnet Attack Detection Framework for Internet of Things. [PDF]

Sensors (Basel)
Sudheera KLK, Priyashan LLGM, Pavithra OAS, Aththanayake MWT, Sudasinghe PB, Sankalpa WGCA, Sandamali GGN, Chong PHJ.   +7 more
europepmc   +1 more source

Robust and Lightweight Federated Learning for NB-IoT Security: A Blockchain-Verified CNN-RNN Approach. [PDF]

Sensors (Basel)
Özmen G, Yiltas-Kaplan D.
europepmc   +1 more source