112 results found

Aleksander Stupnicki, Bernardo Mendes, Maxwell Reinstein, Ariel Ong, Andrew Malem, Pearse Keane, Arun Thirunavukarasu

Background Generative artificial intelligence (genAI) chatbots are increasingly used for health advice despite lacking regulatory approval, raising concerns about their output quality and safety. This...

Research Square 2026-04-21 rs-9383173

Yair Oppenheim

This paper introduces an empirical extension of the Deep Personal Privacy (DPP) framework, a novel paradigm that reconceptualizes privacy as resistance to inference rather than mere control over data ...

Research Square 2026-04-21 rs-9456245
Deep Personal Privacy (DPP) Inference-Based Privacy Privacy Impedance Inference Resistance Large Language Models (LLMs) Semantic Alignment Cosine Similarity Embedding Perturbation Dual Shifting Transformation Epistemic Privacy Privacy Engineering GDPR EU AI Act

Mostafa Hegy, Amira M. El Nazer, Adnene Laf, Efrem Amanuel Data

This study presents a forecasting and comparative analysis of moderate geomagnetic storms using artificial neural networks (ANNs). Four moderate geomagnetic storm events that occurred during 2022, in ...

Research Square 2026-04-21 rs-9461478
Geomagnetic storms SYM-H index Coronal mass ejections Artificial neural networks Space weather forecasting

Gustavo Rafael Rodriguez Inga, Leonardo Javier Pariona Chavez, Joel Figueroa Vilcarromero

Current phytopathological diagnostic systems rely on manual inspections or laboratory analyses, which delay early detection and limit in-field responsiveness. Phytopathogenic fungal diseases pose a pe...

Scientific Reports 2026-04-21 rs-8919524
computer vision deep learning agricultural robotics

SAYED ATHAR ALI HASHMI, Pushpendra Tiwari, Dr Naveen Datt Dixit

The rapid advancement of Artificial Intelligence of Things (AIoT) in smart pharmaceutics promises personalized and adaptive drug delivery systems with real-time monitoring and precise dosing. However,...

Research Square 2026-04-21 rs-9453234
Machine unlearning AIoT smart pharmaceutics privacy-preserving drug delivery cybersecurity digital twins personalized medicine

Kexuan Zhu, Qian Zhao, Huadi Wang, Yang Zhao

EEG signals face challenges such as a scarcity of training data, significant individual variability, and difficulties in designing neural network architectures, which severely limit the performance an...

User Modeling and User-Adapted Interaction 2026-04-21 rs-9400088
EEG emotion recognition generative adversarial network data augmentation neural architecture search

Zhishu Dou(抖知书)

In the digital era, the Internet has become a critical channel for information dissemination. However, the widespread prevalence of online false and exaggerated information has severely undermined the...

Research Square 2026-04-21 rs-9467726
Online false information AI accuracy DZS-GEO system prompt framework technology deep transparent audit

Mujahid Bilal Khan, SongSheng Chen, Usman Sarwar, Hassan Zafar, Sonia Sattar

This quantitative research draws attention to cybersecurity concerns through a lens of board independence and technical expertise, grounded in agency theory and resource-based theory, respectively. We...

Research Square 2026-04-21 rs-9423236
Cybersecurity Disclosure Board Independence Board Technical Expertise Corporate Governance Resource Dependence Theory

Venkat Alamuri

Dynamic data distributions, system failures, and low-latency, cost-effective processing are becoming more of a challenge to modern real-time data pipelines. Current streaming architectures are based o...

Research Square 2026-04-21 rs-9455617
Self-healing data pipelines Reinforcement learning Stream processing Cost-aware optimization Real-time validation Adaptive systems Anomaly detection

Yanling Chen, Xiaojia Yang, Lili Wu, Yingnan Qi

In the high-accuracy numerical solution of the generalized Rosenau-KdV-RLW equation, the mismatch of the temporal and spatial accuracy orders often forces the calculation to adopt a fine grid to balan...

Scientific Reports 2026-04-21 rs-9200623
Generalized Rosenau-KdV-RLW equation Spatiotemporal fourth-order accuracy Compact finite difference method Conserved Stable
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