Privacy-preserving cyberthreat detection in decentralized social media with federated cross-modal graph transformers. [PDF]
Premkumar D, Nachimuthu SK.
europepmc +1 more source
Generative Semantic Communication for Efficient Utilization of Satellite Resources in 6G
ABSTRACT In this paper, a two‐stage resource allocation framework is proposed for generative semantic communication (GSC)–enabled multibeam satellite systems. By integrating semantic compression and generative artificial intelligence, GSC enables efficient downlink transmission by allowing users to reconstruct content from compressed semantic prompts ...
Hyein Lee +5 more
wiley +1 more source
Enhancing DNN Adversarial Robustness via Dual Stochasticity and Geometric Normalization. [PDF]
Wu X, Han G.
europepmc +1 more source
Red‐Pi: A Low‐Cost Red Teaming Platform for Water Infrastructure Security Assessment
ABSTRACT The water and wastewater sector faces growing cyber threats due to rapid digitalization and the use of IoT‐based control systems. Many utilities manage essential services that affect public health and the environment but do not have enough cybersecurity staff and cannot afford regular security tests.
Agustin Di Bartolo +5 more
wiley +1 more source
Remote medical system driven by medical big models: Dynamic defense model for network security threats. [PDF]
Weng Z, Hu Y, Gu D, Wang Z, Guo Y.
europepmc +1 more source
Assessing Capability Complexity Using Enterprise Architecture Framework
ABSTRACT This study proposes a structured and quantitative methodology to evaluate the holistic complexity of system‐of‐systems (SoSs), employing the Zachman Architecture Framework (ZAF) as its foundational analytical tool. A five‐phase analytical procedure is developed and empirically validated, encompassing: (1) refinement of complexity measures, (2)
Javad Bakhshi, Mahmoud Efatmaneshnik
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
ABSTRACT Plant proteins provide nutritional value and techno‐functional performance, yet their predominantly globular structures often form isotropic gels that lack the fibrous, anisotropic, and water‐retaining network of animal muscle. This review examines plant‐protein meat analogue design as a multi‐objective challenge requiring the simultaneous ...
Amir Amiri +5 more
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
The choice argument for proportional representation
Abstract What electoral system should a democracy choose? I argue for proportional representation (PR). My main empirical premise is Duverger's law: Under PR there are more viable candidates in district‐level elections than there are under single‐member plurality (SMP) systems.
Adam Lovett
wiley +1 more source

