Výsledky vyhledávání - "Ali, AbdulAziz"

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Incremental Online Learning of Randomized Neural Network with Forward Regularization

Autor: Wang, Junda, Hu, Minghui, Li, Ning, Al-Ali, Abdulaziz, Suganthan, Ponnuthurai Nagaratnam

Online learning of deep neural networks suffers from challenges such as hysteretic non-incremental updating, increasing memory usage, past retrospective retraining, and catastrophic forgetting. To alleviate these drawbacks and achieve progressive imm

Externí odkaz: http://arxiv.org/abs/2412.13096

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A Blackbox Model Is All You Need to Breach Privacy: Smart Grid Forecasting Models as a Use Case

Autor: Aly, Hussein, Al-Ali, Abdulaziz, Al-Ali, Abdullah, Malluhi, Qutaibah

This paper investigates the potential privacy risks associated with forecasting models, with specific emphasis on their application in the context of smart grids. While machine learning and deep learning algorithms offer valuable utility, concerns ar

Externí odkaz: http://arxiv.org/abs/2309.01523

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Cryptographic ransomware encryption detection: Survey

Autor: Begovic, Kenan, Al-Ali, Abdulaziz, Malluhi, Qutaibah

The ransomware threat has loomed over our digital life since 1989. Criminals use this type of cyber attack to lock or encrypt victims' data, often coercing them to pay exorbitant amounts in ransom. The damage ransomware causes ranges from monetary lo

Externí odkaz: http://arxiv.org/abs/2306.12008

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