10 citations · 25 across the 9 of their papers we have counts for
4 papers · 1 filter
Can we Quantify Trust? Towards a Trust-based Resilient SIoT Network
Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +2
The emerging yet promising paradigm of the Social Internet of Things (SIoT) integrates the notion of the Internet of Things with human social networks. In SIoT, objects, i.e., thin…
Poisoning Attacks and Defenses in Federated Learning: A Survey
Subhash Sagar, Chang-Sun Li, Seng W. Loke +1
Federated learning (FL) enables the training of models among distributed clients without compromising the privacy of training datasets, while the invisibility of clients datasets a…
Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach
Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +2
The emerging paradigm of the Social Internet of Things (SIoT) has transformed the traditional notion of the Internet of Things (IoT) into a social network of billions of interconne…
Trust Computational Heuristic for Social Internet of Things: A Machine Learning-based Approach
Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +1
The Internet of Things (IoT) is an evolving network of billions of interconnected physical objects, such as numerous sensors, smartphones, wearables, and embedded devices. These ph…