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Mukesh Prasad

3 papers indexed

arxivcs.CVcs.AIcs.LG2026-06-29

Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation

Naeem Paeedeh, Mahardhika Pratama, Wolfgang Mayer, Mukesh Prasad, Weiping Ding, Yew-Soon Ong

Existing domain-incremental learning (DIL) strategies call for massive amounts of data to adapt to new domains and suffer from the overfitting problem in the case of data scarcity. This paper puts forward a relatively uncharted problem, namely, few-shot domain incremental learnin…

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crossrefElectronics2023-12-25Cited by 90

A Comprehensive Review of DeepFake Detection Using Advanced Machine Learning and Fusion Methods

Gourav Gupta, Kiran Raja, Manish Gupta, Tony Jan, Scott Thompson Whiteside, Mukesh Prasad

Recent advances in Generative Artificial Intelligence (AI) have increased the possibility of generating hyper-realistic DeepFake videos or images to cause serious harm to vulnerable children, individuals, and society at large with misinformation. To overcome this serious problem,…

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crossrefFuture Internet2023-08-15Cited by 50

Quantum Machine Learning for Security Assessment in the Internet of Medical Things (IoMT)

Anand Singh Rajawat, S. B. Goyal, Pradeep Bedi, Tony Jan, Md Whaiduzzaman, Mukesh Prasad

Internet of Medical Things (IoMT) is an ecosystem composed of connected electronic items such as small sensors/actuators and other cyber-physical devices (CPDs) in medical services. When these devices are linked together, they can support patients through medical monitoring, anal…

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