no code implementations • 5 Mar 2024 • Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei
We propose an innovative alarm system that detects the presence of poisoned labels and a defense mechanism designed to uncover the original class labels with the aim of mitigating backdoor attacks on ensemble tree classifiers.
no code implementations • 17 Mar 2021 • Pedram Ghavidel, Masoud Farhadi, Morteza Dabbaghjamanesh, Alireza Jolfaei, Mehran Sabahi
In addition, the proposed structure has been compared with other structures to prove the efficiency of proposed structure.
no code implementations • 8 Sep 2020 • Mohammad Sadegh Sadeghi Garmaroodi, Faezeh Farivar, Mohammad Sayad Haghighi, Mahdi Aliyari Shoorehdeli, Alireza Jolfaei
In this paper, with the help of a few sensors and data mining approaches, an anomaly detection system is built for CHRIST Osmotron water purifier.
no code implementations • 28 Jan 2020 • Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin
Recent technological advances such as wearable sensing devices, real-time data streaming, machine learning, and deep learning approaches have increased interest in electroencephalographic (EEG) based BCI for translational and healthcare applications.