[HTML][HTML] Optimization-driven artificial intelligence-enhanced municipal waste classification system for disaster waste management
This research addresses the critical challenge of disaster waste management, a growing
concern exacerbated by the increasing frequency and intensity of natural disasters like …
concern exacerbated by the increasing frequency and intensity of natural disasters like …
Enhancing Algorithmic Resilience Against Data Poisoning Using CNN
J Jayapradha, L Vadhanie, Y Kulkarni… - Risk Assessment and …, 2024 - igi-global.com
The work aims to improve model resilience and accuracy in machine learning (ML) by
addressing data poisoning attacks. Data poisoning attacks are a type of adversarial attack …
addressing data poisoning attacks. Data poisoning attacks are a type of adversarial attack …
Smoothed Robustness Analysis: Bridging worst-and average-case robustness analyses via smoothed analysis
TR Crespo, J Teramae - openreview.net
The sensitivity to adversarial attacks and noise is a significant drawback of neural networks,
and understanding and certifying their robustness has attracted much attention. Studies …
and understanding and certifying their robustness has attracted much attention. Studies …