Privacy-preserving cyberthreat detection in decentralized social media with federated cross-modal graph transformers. [PDF]
Premkumar D, Nachimuthu SK.
europepmc +1 more source
Cross‐Method Explanation Stability Under Prediction‐Preserving Perturbations in Explainable AI
The cross‐method analysis showed common vulnerability patterns across gradient‐based and perturbation‐based explainers, whereas Grad‐CAM demonstrated a specific ability to be resilient. Further discussion revealed that, before prediction changes with increasing ε, explanation divergence could already have commenced, indicating that further explanation ...
Muhammad Hasnain +4 more
wiley +1 more source
Learning turbulent flows with generative models for super resolution and sparse flow reconstruction. [PDF]
Oommen V +4 more
europepmc +1 more source
Recommender Systems: Taxonomy, Applications and Current Research Trends
Integrating taxonomy, application developments, open‐source software, and publication trends, this paper identifies and outlines promising future directions for recommender systems research. ABSTRACT Recommender Systems play an essential role in assisting users to navigate the immense amount of information and services available online, aiding them in ...
Daniel Ranchal‐Parrado +2 more
wiley +1 more source
Enhancing DNN Adversarial Robustness via Dual Stochasticity and Geometric Normalization. [PDF]
Wu X, Han G.
europepmc +1 more source
ABSTRACT This study investigates the impact mechanism of different dimensions of failure learning on corporate innovation performance. Compared with the extensively researched field in the effects of organizational failure learning, this area remains largely underexplored.
Shiyuan Zhou, Yichao Si
wiley +1 more source
Blockchain-enabled identity management for IoT: a multi-layered defense against adversarial AI. [PDF]
Usama M +5 more
europepmc +1 more source
G-Vae:Variational Autoencoder-Based Adversarial Attacks and Defenses in Industrial Control Systems
Lijuan Xu +6 more
openalex +1 more source
Relational legal consciousness and the mobilization of the law of the inquest in England and Wales
Abstract This article explores the legal consciousness of bereaved people in contact with the coronial system in England and Wales, drawing on an interview‐based empirical study. Informed by socio‐legal scholarship on relational dimensions of legal consciousness and citizens’ mobilization of the law, the article analyses the relationships within and ...
JESSICA JACOBSON +2 more
wiley +1 more source

