Dmitrij Lagutin, Yki Kortesniemi, Nikos Fotiou and Vasilios A. Siris

Decentralised identifiers (DIDs) and verifiable credentials (VCs) are upcoming standards for self-sovereign privacy preserving identifiers and authorisation, respectively. This focus on privacy can help improve many services and open up new business models, but using DIDs and VCs directly on constrained IoT devices can be problematic due to the management and resource overhead. This paper presents an OAuth-based method to delegate the processing and access policy management to the Authorisation Server thus allowing also systems with constrained IoT devices to benefit from DIDs and VCs.

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ADROIT: Detecting Spatio-Temporal Correlated Attack-Stages in IoT Networks

Dinil Mon Divakaran (Trustwave, Singapore); Rhishi Pratap Singh, Kushan Sudheera Kalupahana Liyanage, Mohan Gurusamy (National University of Singapore, Singapore); Vinay Sachidananda (Trustwave, Singapore)

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Poisoning Attacks on Federated Learning-based IoT Intrusion Detection System

Thien Duc Nguyen, Phillip Rieger, Markus Miettinen and Ahmad-Reza Sadeghi (TU Darmstadt, Germany)

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Proof-of-Authentication for Private Distributed Ledger

Zhiyi Zhang, Vishrant Vasavada, Randy King and Lixia Zhang

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Privacy preserving learning in IoT systems

Farinaz Koushanfar (Professor and Henry Booker Faculty Scholar, Co-Founder and Co-Director, Center for Machine-Integrated Computing and Security, Jacobs School of Engineering, University of California, San Diego)

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