Výsledky vyhledávání - "Kumar, K Naveen"

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Precision Guided Approach to Mitigate Data Poisoning Attacks in Federated Learning

Autor: Kumar, K Naveen, Mohan, C Krishna, Machiry, Aravind

Federated Learning (FL) is a collaborative learning paradigm enabling participants to collectively train a shared machine learning model while preserving the privacy of their sensitive data. Nevertheless, the inherent decentralized and data-opaque ch

Externí odkaz: http://arxiv.org/abs/2404.04139

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Black-box Adversarial Attacks in Autonomous Vehicle Technology

Autor: Kumar, K Naveen, Vishnu, C, Mitra, Reshmi, Mohan, C Krishna

Despite the high quality performance of the deep neural network in real-world applications, they are susceptible to minor perturbations of adversarial attacks. This is mostly undetectable to human vision. The impact of such attacks has become extreme

Externí odkaz: http://arxiv.org/abs/2101.06092

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