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Publication search results
found 16,071 matches
- 2025
- Emma Solinen:
Improving railway timetable robustness: Development and application of robustness indicators. Linköping University, Sweden, 2025 - Lijun Chi:
Security and Robustness of Autonomous Driving Systems Against Physical Adversarial Attack. (Sécurité et robustesse des systèmes de conduite autonome face aux Attaques Adversariales Physiques). Polytechnic Institute of Paris, Palaiseau, France, 2025 - Xiyang Liu:
Privacy meets Robustness: Unveiling the interplay between Differential Privacy and Robustness in Machine Learning. University of Washington, USA, 2025 - Changjian Zhang:
Behavioral Robustness of Software System Designs. Carnegie Mellon University, USA, 2025 - Pradyumna Elavarthi, Anca L. Ralescu:
Improving CNN Robustness to Color Shifts via Color Balancing and Spatial Dropout. Adv. Artif. Intell. Mach. Learn. 5(1): 3605-3626 (2025) - Muhammed Cihad Arslanoglu
, Abdulkadir Albayrak
, Hüseyin Acar
:
Vision Transformers Versus Convolutional Neural Networks: Comparing Robustness by Exploiting Varying Local Features. IEEE Access 13: 65232-65245 (2025) - Cinzia Bernardeschi
, Giuseppe Lami
, Francesco Merola
, Federico Rossi
:
Verifying Robustness of Neural Networks in Vision-Based End-to-End Autonomous Driving. IEEE Access 13: 71688-71704 (2025) - Yiming Bian
, Arun K. Somani
:
SPLAS: An Autonomous Lightweight and Versatile Image Classification Robustness Benchmark. IEEE Access 13: 51848-51861 (2025) - Marco Boccarossa
, Luca Maresca
, Alessandro Borghese
, Michele Riccio
, Giovanni Breglio
, Andrea Irace
, Giovanni A. Salvatore
:
The Ferro-Power MOSFET: Enhancing Short-Circuit Robustness in Power Switches With a Ferroelectric Gate Stack. IEEE Access 13: 59264-59274 (2025) - Nicasio Canino
, Pierpaolo Dini
, Stefano Mazzetti, Daniele Rossi
, Sergio Saponara
:
CANini: In-Depth Traffic Analysis for Design and Robustness Evaluation of DTree-Based IDS in Automotive Networking Systems. IEEE Access 13: 73236-73260 (2025) - Guoming Chen
, Zhuoxian Qian, Dong Zhang
, Shuang Qiu, Ruqi Zhou:
Enhancing Robustness Against Adversarial Attacks in Multimodal Emotion Recognition With Spiking Transformers. IEEE Access 13: 34584-34597 (2025) - Leopold Fischer-Brandies
, Lucas Müller, Benjamin Rebholz, Ricardo Buettner
:
To Combine or Not to Combine? The Influence of Combining Training Datasets on the Robustness of Deep Learning Models: An Analysis for Optical Character Recognition of Handwriting. IEEE Access 13: 59039-59056 (2025) - Hao Fu
, Prashanth Krishnamurthy
, Siddharth Garg
, Farshad Khorrami
:
Detecting All-to-One Backdoor Attacks in Black-Box DNNs via Differential Robustness to Noise. IEEE Access 13: 36099-36111 (2025) - Wei Hu
, Yan Wu:
Enhancing Model Robustness in Noisy Environments: Unlocking Advanced Mono-Channel Speech Enhancement With Cooperative Learning and Transformer Networks. IEEE Access 13: 67616-67631 (2025) - Keon Kim
, Hyun Woo Kim
, Yong Suk Choi
:
Distinct Views Improve Generalization and Robustness: Combinations of Augmentations With Different Features. IEEE Access 13: 50353-50366 (2025) - Jaekwon Kim
, Hyo-Sang Lim
, Kwanghoon Choi
:
Certified Robustness of Antenna Selecting Neural Networks for Massive MIMO Wireless Communications. IEEE Access 13: 88609-88622 (2025) - Blerta Lindqvist
:
On the Adversarial Robustness of Decision Trees and a Symmetry Defense. IEEE Access 13: 16120-16132 (2025) - Gilbert Rotich, Sudeep Sarkar:
Evaluating the Robustness of Foundation Models for Satellite Imagery. IEEE Access 13: 107720-107735 (2025) - Tarek Sallam
, Qun Wang, Ahmed M. Attiya
:
High-Resolution Multiple-Source 2D DOA Estimation Using Convolutional Neural Network With Robustness to Array Imperfections. IEEE Access 13: 93115-93123 (2025) - Geetanjali Sharma
, Gaurav Jaswal, Aditya Nigam
, Raghavendra Ramachandra
:
FISNET: A Learnable Fusion-Based Iris Segmentation Network Improving Robustness Across NIR and VIS Modalities. IEEE Access 13: 101472-101490 (2025) - Jae-Sung Shim
, Kyuri Jo
:
Siamese Denoising Autoencoders for Enhancing Adversarial Robustness in Medical Image Analysis. IEEE Access 13: 86333-86343 (2025) - N. Sivakumar
, Ahmad Raza Khan
, Syed Umar, Ravikumar R. N
, I. Bremnavas, Munindra Lunagaria
, Krunal Vaghela
, Ghanshyam G. Tejani
, Sunil Kumar Sharma
:
A Hybrid Brain Tumor Classification Using FL With FedAvg and FedProx for Privacy and Robustness Across Heterogeneous Data Sources. IEEE Access 13: 57705-57719 (2025) - Naufal Suryanto
, Andro Aprila Adiputra
, Ahmada Yusril Kadiptya
, Thi-Thu-Huong Le
, Derry Pratama
, Yongsu Kim, Howon Kim
:
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation With Realistic Scene Modifications via Diffusion-Based Image Editing. IEEE Access 13: 69921-69940 (2025) - Viet-Linh Tran, Duc-Kien Thai, Jin-Kook Kim
:
Robustness of hybrid light gradient boosting for concrete creep compliance prediction. Adv. Eng. Softw. 201: 103831 (2025) - Haseeb Javed
, Shaker H. Ali El-Sappagh, Tamer Abuhmed:
Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications. Artif. Intell. Rev. 58(1): 12 (2025) - Daniel Casanueva-Morato
, Alvaro Ayuso-Martinez, Giacomo Indiveri, Juan Pedro Dominguez-Morales, Gabriel Jiménez-Moreno:
Analog Sequential Hippocampal Memory Model for Trajectory Learning and Recalling: A Robustness Analysis Overview. Adv. Intell. Syst. 7(1) (2025) - Merwan Abdelbari, Khadra Nachi, Jan Sokolowski, Antonio André Novotny:
On robustness to a topological perturbation in fluid mechanics. Int. J. Appl. Math. Comput. Sci. 35(1) (2025) - Agnieszka Mikolajczyk-Barela, Maria Ferlin, Michal Grochowski:
Targeted data augmentation for improving model robustness. Int. J. Appl. Math. Comput. Sci. 35(1) (2025) - Reza Lotfi
, Mohsen Rajabzadeh
, Abolfazl Zamani, Mohammad Sadra Rajabi
:
Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness. Ann. Oper. Res. 344(2): 575-594 (2025) - Kaibin Li
, Yihuai Liang
, Hua Meng
, Zhengchun Zhou
:
Deep metric learning-based side-channel analysis with improved robustness and efficiency. Appl. Intell. 55(7): 712 (2025)
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