Search Results for author: Sani Umar

Found 2 papers, 0 papers with code

Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems

no code implementations8 Feb 2023 Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Chan Yeob Yeun

Industrial insider risk assessment using electroencephalogram (EEG) signals has consistently attracted a lot of research attention.

Data Poisoning EEG

Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals

no code implementations17 Jan 2023 Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Claudio Agostino Ardagna, Nicola Bena, Chan Yeob Yeun

The major aim of this paper is to explain the data poisoning attacks using label-flipping during the training stage of the electroencephalogram (EEG) signal-based human emotion evaluation systems deploying Machine Learning models from the attackers' perspective.

Data Poisoning EEG +2

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