Results 151 to 160 of about 221,728 (275)

Adversarial Attacks on Deep Learning Systems for User Identification based on Motion Sensors

, 2020
Cezara Benegui, Radu Tudor Ionescu
openalex   +2 more sources

Loss‐Based Ensemble Generative Adversarial Network Model for Enhancing the Sperm Morphology Classification

Advanced Intelligent Systems, EarlyView.
A loss‐based ensemble generative adversarial network (GAN) framework is proposed to address mode collapse in sperm morphology classification. By integrating spatial augmentation and multiple GAN models, the study enhances synthetic data quality. The Shifted Window Transformer achieves 95.37% accuracy on the HuSHeM dataset, outperforming previous ...
Berke Cansiz, Hamza Osman Ilhan, Gorkem Serbes   +2 more
wiley   +1 more source

Safeguarding large language models: a survey. [PDF]

Artif Intell Rev
Dong Y, Mu R, Zhang Y, Sun S, Zhang T, Wu C, Jin G, Qi Y, Hu J, Meng J, Bensalem S, Huang X.   +11 more
europepmc   +1 more source

On the Optimal Interaction Range for Multi-Agent Systems Under Adversarial Attack

, 2020
Saad J Saleh
openalex   +2 more sources

Robotic Needle Steering for Percutaneous Interventions: Sensing, Modeling, and Control

Advanced Intelligent Systems, EarlyView.
This review examines recent advances in robotic needle steering for percutaneous interventions, highlighting closed‐loop sensing, physics‐informed tissue‐needle interaction modeling, and real‐time trajectory planning and control. It synthesizes innovations in deep learning, fiber‐optic feedback, and adaptive control strategies, and outlines emerging ...
Fangjiao Zhao, Ruixue Xu, Wujun Zhao, Xi‐Ming Sun, Yu Sun, Changsheng Dai   +5 more
wiley   +1 more source

Adversarial prompt and fine-tuning attacks threaten medical large language models. [PDF]

Nat Commun
Yang Y, Jin Q, Huang F, Lu Z.
europepmc   +1 more source

BMPCQA: Bioinspired Metaverse Point Cloud Quality Assessment Based on Large Multimodal Models

Advanced Intelligent Systems, EarlyView.
This study presents a bioinspired metaverse point cloud quality assessment metric, which simulates the human visual evaluation process to perform the point cloud quality assessment task. It first extracts rendering projection video features, normal image features, and point cloud patch features, which are then fed into a large multimodal model to ...
Huiyu Duan, Kang Fu, Sijing Wu, Yunhao Li, Zicheng Zhang, Qiang Hu, Xiongkuo Min, Guangtao Zhai   +7 more
wiley   +1 more source

An efficient data driven framework for intrusion detection in wireless sensor networks using deep learning. [PDF]

Sci Rep
Sinha P, Sahu D, Prakash S, Rathore RS, Dixit P, Pandey VK, Hunko I.   +6 more
europepmc   +1 more source

An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction

, 2021
Yu Wang, Yilin Shen, Hongxia Jin
openalex   +2 more sources

Multitarget Recognition of Flower Images Based on Lightweight Deep Neural Network and Transfer Learning

Advanced Intelligent Systems, EarlyView.
This article proposes a lightweight YOLOv4‐based detection model using MobileNetV3 or CSPDarknet53_tiny, achieving 30+ FPS and higher mAP. It also presents a ShuffleNet‐based classification model with transfer learning and GAN‐augmented images, improving generalization and accuracy.
Qingyang Liu, Yanrong Hu, Hongjiu Liu
wiley   +1 more source