Keyword:robustness

Publications
Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness Longwei Wang EasyChair Preprint 13733
Robust AI Safety Frameworks Edwin Frank EasyChair Preprint 13599
Robust AI Safety Frameworks Edwin Frank EasyChair Preprint 13598
The Impact of Bias and Fairness Issues on the Robustness and Security of AI Systems Godwin Olaoye and Edwin Frank EasyChair Preprint 13461
Explainability and Interpretability in Robust and Secure AI Algorithms Edwin Frank EasyChair Preprint 13460
Effectiveness, Robustness, and Applicability of Formulations for Multibody Dynamics: a Comparative Study Evangelos Koutras, Antonio J. Rodríguez, Francisco González, Sotirios Natsiavas and Javier Cuadrado EasyChair Preprint 13315
Towards HVDC Interoperability - Neutral Current Control for Multiple Terminals Dong Chen, Pimonpan Phurappa, Benjamin Marshall, Mohammad Wasim Ahmad and Callum Henderson EasyChair Preprint 13292
Enhancing Visual Servoing Robustness: Integrating ISMC with Adaptive Neural Networks Kailash Pandey and Wahaj Ahmed EasyChair Preprint 13193
Building a Scalable and Robust Data Extraction Pipeline with Apache Airflow and Cloud Platforms Dylan Stilinki and Kaledio Potter EasyChair Preprint 13063
Adversarial Text Generation in Cybersecurity: Exploring the Potential of Synthetic Cyber Threats for Evaluating NLP-based Anomaly Detection Systems Dylan Stilinki and Kaledio Potter EasyChair Preprint 13059
Multi-tiered Cache Architectures for Scalable and Reliable V2V Broadcasting Networks in Dense Urban Regions Dylan Stilinki and Saleh Mohamed EasyChair Preprint 13055
Algorithmic Approaches, Practical Implementations and Future Research Directions in Machine Learning Vaishali Sharma, Deepank Sharma and Sanjeev Kumar Punia EasyChair Preprint 11924
Findings on Adversarial Robustness through Autoencoder-Based Denoising for Image Security Susmita Ghosh and Abhiroop Chatterjee EasyChair Preprint 11764
Time-Series Prediction Research Based on Combined Prophet-LSTM Models Gao Jun-Gang EasyChair Preprint 9843
Comparative Analysis on the Image Steganographic Algorithms Rosshini Selvamani, Yusliza Yusoff, Nur Fatin Liyana Binti Mohd Rosely and Maheyzah Md Siraj EasyChair Preprint 9273
Stabilization of Certain Classes of High-Order Systems Using a Robustness Fopid Controller Bilel Kanzari, Adel Taieb and Abdkader Chaari EasyChair Preprint 7843
Self-explaining AI as an alternative to interpretable AI Daniel Elton EasyChair Preprint 3336
Numerical Study of Four Bolts End-Plate Joint Behaviour For Robustness Assessment Bashir Saleh EasyChair Preprint 2176
Semi-supervised Feature Selection with Adaptive Discriminant Analysis Weichan Zhong, Xiaojun Chen, Guowen Yuan, Yiqin Li and Feiping Nie EasyChair Preprint 740
Scaling Model Checking for Neural Network Analysis via State-Space Reduction and Input Segmentation Mahum Naseer, Osman Hasan and Muhammad Shafique In:Proceedings of the 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems
A Sliding Mode-Based Predictive Strategy for Irrigation Canal Pools Josenalde Oliveira, Tatiana M. Pinho, Joao Coelho, José Boaventura-Cunha and Paulo Moura Oliveira In:HIC 2018. 13th International Conference on Hydroinformatics
Robust Reliability Assessment of Water Reservoir Under Uncertainty of Climate Change Daniel Marton and Kateřina Knoppová In:HIC 2018. 13th International Conference on Hydroinformatics