PUBLICATIONS

Ensuring a Secure Future: Comprehensive Insights into 6G IoT Security and Privacy – Whitepaper

SPATIAL: Practical AI Trustworthiness with Human Oversight

AI Sensors and Dashboards

Towards Anomaly Detection using Explainable AI

Quantitative Evaluation of xAI Methods for Multivariate Time Series – A Case Study for a CNN-Based MI Detection Model

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications

Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems

Privacy–Preserving Online Content Moderation: A Federated Learning Use Case

Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges

A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks

SHERPA: Explainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks

Opportunistic Multi-Drone Networks: Filling the Spatiotemporal Holes of Collaborative and Distributed Applications

Rage Against the Artificial Intelligence? Understanding Contextuality of Algorithm Aversion and Appreciation

One to Rule them All: A Study on Requirement Management Tools for the Development of Modern AI-based Software

From Opacity to Clarity: Leveraging XAI for Robust Network Traffic Classification

Gender Disparities in Child Custody Sentencing in Spain: a Data Driven Analysis

Resilience of Blockchain Overlay Networks

Graph Analysis of Blockchain P2P Overlays and their Security Implications

Not only E.T. Phones Home: Analysing the Native User Tracking of Mobile Browsers

No Forking Way: Detecting Cloning Attacks on Intel SGX Applications

Approximate Edge AI for Energy Efficient Autonomous Driving Services

A deep learning anomaly detection framework with explainability and robustness

Tiny, Always-on and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows

A longitudinal study of the top 1% toxic Twitter profiles

Who Funds Misinformation? A Systematic Analysis of the Ad-related Profit Routines of Fake News Sites

The Hitchhiker’s Guide to Facebook Web Tracking with Invisible Pixels and Click ID

FLAME: Taming Backdoors in Federated Learning

Accountable AI for Healthcare IoT Systems

A Survey on Privacy for B5G/6G: New Privacy Challenges, and Research Directions

Social-aware Federated Learning: Challenges and Opportunities in Collaborative Data Training

Towards Trustworthy Edge Intelligence: Insights from Voice-activated Services

Federated Learning based Anomaly Detection as an Enabler for Securing Network and Service Management Automation in Beyond 5G Networks

Robust and Resilient Federated Learning for Securing Future Networks

Trustworthy and Sustainable Edge AI: A Research Agenda

The Many Faces of Edge Intelligence

Dynamic-IMD (D-IMD): Introducing Activity Spaces to Deprivation Measurement in London, Birmingham and Liverpool

A Large-scale Examination of “Socioeconomic” Fairness in Mobile Networks

Privacy-Preserving AI for Future Networks

Bias in Automated Speaker Recognition

Subversion-Resilient Enhanced Privacy ID

Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning

Roadmap for Edge AI: A Dagstuhl Perspective

Ten European projects join forces to protect the complex ICT infrastructures and create a stronger, more innovative and resilient European industry.

Memorandum of Understanding (MoU) signed between SPATIAL & StandICT.eu 2023

SPATIAL PR