Ensuring the integrity of AI models: a blockchain-based approach for protecting medical imaging training data. [PDF]
Sci RepShinde R, Patil S, Kotecha K, Mishra S.
europepmc +1 more source
A Comprehensive Review on Federated and Incremental Learning in Spatial Crowdsourcing Systems
WIREs Data Mining and Knowledge Discovery, Volume 16, Issue 4, December 2026.A comprehensive overview of Federated and Incremental Learning (FIL) integration in Spatial Crowdsourcing, highlighting privacy, security, adaptability, efficiency challenges, and future research directions. ABSTRACT Spatial Crowdsourcing (SC) coordinates workers and requesters through personal mobile devices to complete location‐dependent tasks in ...
Md Mujibur Rahman +3 more
wiley +1 more source
A custom hash algorithm for hosting secure gray scale image repository in public cloud. [PDF]
Sci RepMurugesan V +2 more
europepmc +1 more source
Tales of “Good Indian Hair”: Race, Value, and Sensory Contact Zones in Afro‐Asian Delhi
City &Society, Volume 38, Issue 3, December 2026.ABSTRACT Hair, as a sociocultural bodily signifier, also becomes, once disembodied, a highly globalized and specialized commodity used for weaves, extensions, wigs and toupees around the globe. “Indian” hair is particularly valued in such commodity chains.
Bani Gill
wiley +1 more source
Supply chain information security sharing technology based on blockchain consensus algorithm and federated learning. [PDF]
Sci RepXu D, Li J, Ren Z.
europepmc +1 more source
International Journal of Robust and Nonlinear Control, Volume 36, Issue 16, Page 7337-7351, 10 November 2026.ABSTRACT This article proposes a distributed resilient control framework to ensure consensus tracking for nonlinear heterogeneous multi‐agent systems (NHMAS) under aperiodic denial‐of‐service (DoS) attacks. First, a resilient observer is introduced to estimate the leader's state considering that not all agents have direct access to the leader's ...
Li Liu, Bing Yan, Junkang Ni, Peng Shi
wiley +1 more source
Towards Secure Embodied Communication Management in AI Era: Reputation-Guided Agent Message Exchange. [PDF]
Sensors (Basel)Mu J, Wan L, Dong Z, Wei Y, Xu Z.
europepmc +1 more source
Beyond Connection: Paradoxes of Psychedelic Resonance in Late Modernity
Future Humanities, Volume 4, Issue 2, November 2026.ABSTRACT This essay explores the enduring suspicion that psychedelic experiences are antithetical to the structural dynamic of modern societies through Hartmut Rosa's concepts of ‘resonance’ and ‘social acceleration’. Rosa's theoretical framework is particularly generative for studying the social meaning of contemporary psychedelia because it enables a
Mateo Sanchez Petrement
wiley +1 more source
Multi-scale and deeply supervised network for image splicing localization. [PDF]
Front Artif IntellQin S +5 more
europepmc +1 more source
Blockchain Security: An Empirical Evaluation of High‐Impact Exploits and Detection Tools
SECURITY AND PRIVACY, Volume 9, Issue 6, November/December 2026.ABSTRACT Blockchain introduced secure, peer‐to‐peer transactions in decentralized environments without reliance on central authorities. However, attackers continue to exploit blockchain projects. Over the past decade, reported blockchain exploit losses have exceeded $24 billion.
Abdur Rehman Raza +5 more
wiley +1 more source