43 citations · 43 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection
Atefeh Mahdavi, Marco Carvalho
Machine learning-based techniques open up many opportunities and improvements to derive deeper and more practical insights from data that can help businesses make informed decision…
cs.CR2023
Adaptive Attack Detection in Text Classification: Leveraging Space Exploration Features for Text Sentiment Classification
Atefeh Mahdavi, Neda Keivandarian, Marco Carvalho
Adversarial example detection plays a vital role in adaptive cyber defense, especially in the face of rapidly evolving attacks. In adaptive cyber defense, the nature and characteri…
cs.CV2021★ 43 cited
A Survey on Open Set Recognition
Atefeh Mahdavi, Marco Carvalho
Open Set Recognition (OSR) is about dealing with unknown situations that were not learned by the models during training. In this paper, we provide a survey of existing works about…