Generating imperceptible adversarial examples via low-frequency aware transfer attacks on battery management systems. [PDF]
Min K +5 more
europepmc +1 more source
Knowledge sourcing, geopolitics, and FDI: An empirical analysis on the US green and digital sectors
Abstract Research Summary This paper examines how foreign direct investment (FDI) shapes firms' sourcing of knowledge in the digital and green domains under rising geopolitical frictions. We assemble a firm–country dyadic panel (2013–2020) linking US patent backward citations to firms' FDI, enriched with bilateral geopolitical distance and host‐country
Alberto Maria Radici
wiley +1 more source
When collaboration fails: persuasion driven adversarial influence in multi agent large language model debate. [PDF]
Kraidia I +4 more
europepmc +1 more source
Medical Reasoning With Large Language Models: A Systematic Review and Evaluation
ABSTRACT Large language models (LLMs) have achieved strong performance on medical exam–style tasks, motivating growing interest in their deployment in real‐world clinical settings. However, clinical decision‐making is inherently safety‐critical, context‐dependent, and conducted under evolving evidence.
Xiaohan Ren +6 more
wiley +1 more source
Toward Adversarial Robustness Network Intrusion Detection Based on Multi-Model Ensemble Approach. [PDF]
Le TT, Cho J, Shin D, Kim H.
europepmc +1 more source
Deep learning models accurately predict cervical lymph node metastasis and key genetic mutations (BRAF/TERT) directly from thyroid cancer frozen sections. This AI‐driven pipeline provides a rapid real‐time tool to guide intraoperative surgical decisions, helping to optimize surgical extent and prevent both over‐ and under‐treatment without the need for
Mingxing Qiu +20 more
wiley +1 more source
Air Target ISAR Recognition Based on Data Augmentation and Transfer Learning. [PDF]
Wang M, Huang Z, Cai J, Wu T, Lin Y.
europepmc +1 more source
Major Cybersecurity Breaches: Shaping Corporate Cybersecurity Policies and Closing the Gaps
ABSTRACT As digitalization accelerates, cybercrime has intensified in both scale and impact over the past two decades. This study aims to critically examine major cybersecurity events, assess them through the lens of routine activity theory, examine insight from three other established criminological and organizational theories, and address central ...
Laura K. Rickett, Deborah Smith
wiley +1 more source
Adversarial Systems and Adversarial Mindsets: Do We Need Either? [PDF]
William van Caenegem
doaj
PrefGAN-BERT: integrating direct preference optimization into semi-supervised GAN-BERT for robust text classification. [PDF]
Shao D, Lai T, Ma L, Yu Z, Gao S.
europepmc +1 more source

