At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
At the Prestige Institute of Engineering Management and Research (PIEMR), a balanced emphasis is laid on the synthesis, creativity, hands-on experience, innovation, communication, and entrepreneurship. Learning is largely based on real-world situations in different sectors.
Networks using Enhanced Dataset Fusion
Dr. Dipti Chauhan,
Department: Artificial Intelligence & Data Science
Prestige Institute of Engineering Management and Research, Indore, Madhya Pradesh
452010, India
Abstract
The growth of the IoT ecosystem is matching an increase in sophisticated cyber- attacks. Traditional intrusion detection systems are unable to manage the rapid changes in threats within an IoT environment comprising diverse devices. This paper proposes a hybrid deep learning and blockchain-enabled intrusion detection system (HDB-IDS) designed for securing IoT networks. To boost the accuracy and generalization capability of our model, we merge the data from UNSW-NB15 and BoT-IoT and address class imbalance and enhance attack diversity. The deep learning component identifies attack patterns, while the blockchain ensures secure, decentralized alert sharing and auditability. The suggested model has been shown to achieve higher accuracy, precision, and F1-score than the leading IDS models. The integration of blockchain ensures data integrity and reliability with minimal latency. This innovative architecture enhances cybersecurity resilience in modern IoT environments.
PIEMR, Prestige Vihar, Vijay Nagar, Scheme No 74C, Indore, Madhya Pradesh 452010
Contact –
7869999299,
7869999297
PIEMR, Prestige Vihar, Vijay Nagar, Scheme No 74C, Indore, Madhya Pradesh 452010