November 2025
Intermediate to advanced
416 pages
10h 46m
English
book
Digital Immune System
by Sujata Priyambada Dash, Vaibhav Mishra, Bijeta Shaw, Sandeep Kumar Panda, S. Balamurugan
Content preview from Digital Immune System
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3Blockchain-Based Digital Immune System for IoT Security with Adaptive Threat Detection and Automated Response
Chandra Priya Jayabal1 and Sujata Priyambada Dash2*
1Department of Computer Science and Engineering, Mepco Schlenk Engineering College, Sivakasi, Tamil Nadu, India
2Department of Management, Birla Institute of Technology, Mesra, Ranchi, India
Abstract
The exponential proliferation of Internet of Things (IoT) devices has introduced unprecedented security vulnerabilities, necessitating technological solutions to defend distributed networks against evolving cyber threats. This chapter proposes a blockchain-based digital immune system (DIS) for decentralized threat intelligence, real-time anomaly detection, and automated response mechanisms to secure IoT ecosystems. The multi-layered architecture employs a consortium blockchain network to establish tamper-proof logging, AI-enhanced threat analysis, and smart contract-driven incident containment across heterogeneous device clusters. At its core, a decentralized virus analysis system utilizes specialized nodes for behavioral profiling, cryptographic signature extraction, and adaptive prescription generation, enabling coordinated defense against zero-day attacks and persistent malware. The experimental validation showed 97.6% accuracy in real-time threat detection across diverse IoT device profiles, with the prescription derivation nodes achieving a 68.9% reduction in mean time-to-containment compared to centralized alternatives. ...
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