A Distributed Intrusion Detection System to Detect DDoS Attacks in Blockchain-enabled IoT Network

P2TIF: A Blockchain and Deep Learning Framework for Privacy-preserved Threat Intelligence in Industrial IoT

(2022) Prabhat Kumar et al.   IEEE Transactions on Industrial Informatics

SP2F: A secured privacy-preserving framework for smart agricultural Unmanned Aerial Vehicles

(2021) Randhir Kumar et al.   Computer Networks

A secured distributed detection system based on IPFS and blockchain for industrial image and video data security

(2021) Randhir Kumar et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

DBTP2SF: A deep blockchain‐based trustworthy privacy‐preserving secured framework in industrial internet of things systems

(2021) Randhir Kumar et al.   Transactions on Emerging Telecommunications Technologies

DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU)

(2021) Saif ur Rehman et al.   Future Generation Computer Systems-The International Journal of eScience

PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities

(2021) Prabhat Kumar et al.   IEEE Transactions on Network Science and Engineering

AI-empowered, blockchain and SDN integrated security architecture for IoT network of cyber physical systems

(2021) Sohaib A. Latif et al.   COMPUTER COMMUNICATIONS

PEFL: Deep Privacy-Encoding-Based Federated Learning Framework for Smart Agriculture

(2021) Prabhat Kumar et al.   IEEE MICRO

Blockchain for Edge of Things: Applications, Opportunities, and Challenges

(2021) Thippa Reddy Gadekallu et al.   IEEE Internet of Things Journal

Federated-Learning-Based Anomaly Detection for IoT Security Attacks

(2021) Viraaji Mothukuri et al.   IEEE Internet of Things Journal

A Privacy-Preserving-Based Secure Framework Using Blockchain-Enabled Deep-Learning in Cooperative Intelligent Transport System

(2021) Randhir Kumar et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

BDTwin: An Integrated Framework for Enhancing Security and Privacy in Cybertwin-Driven Automotive Industrial Internet of Things

(2021) Randhir Kumar et al.   IEEE Internet of Things Journal

P2SF-IoV: A Privacy-Preservation-Based Secured Framework for Internet of Vehicles

(2021) Randhir Kumar et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection

(2020) Asma Belhadi et al.   Information Fusion

A Distributed framework for detecting DDoS attacks in smart contract‐based Blockchain‐IoT Systems by leveraging Fog computing

(2020) Prabhat Kumar et al.   Transactions on Emerging Telecommunications Technologies

A distributed ensemble design based intrusion detection system using fog computing to protect the internet of things networks

(2020) Prabhat Kumar et al.   Journal of Ambient Intelligence and Humanized Computing

CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques

(2020) Muhammad Shafiq et al.   IEEE Internet of Things Journal

TP2SF: A Trustworthy Privacy-Preserving Secured Framework for sustainable smart cities by leveraging blockchain and machine learning

(2020) Prabhat Kumar et al.   JOURNAL OF SYSTEMS ARCHITECTURE

An adaptive intrusion detection and prevention system for Internet of Things

(2019) Sheikh Tahir Bakhsh et al.   International Journal of Distributed Sensor Networks