2 papers
cs.CV2026
Beyond Static Cues: Unified Dynamic Detection of MLLM Backdoors via Dual-Flow Trajectory Analysis
Yinzhen Huang, Jiahe Xie, Yitong Sun +2
Multimodal Large Language Models (MLLMs) are increasingly deployed in safety-critical domains, yet their susceptibility to backdoor attacks remains a formidable challenge. While ex…
cond-mat.soft2026
A three-dimensional morphoelastic model for self-oscillations in polyelectrolyte hydrogel filaments
Ariel Surya Boiardi, Roberto Marchello, Pietro Maria Santucci +2
We introduce a three-dimensional model for polyelectrolyte hydrogel filaments operating in a fluid environment under an electric field. The formulation builds on a morphoelastic fr…