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Author

Akashdeep Bhardwaj

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#explainable ai Book Oct 2026

Ethical AI and Bias Mitigation in Medical Decision Systems

The sudden adoption of artificial intelligence (AI) in modern healthcare systems has created radical possibilities in clinical decision support, diagnostics, and patient management. However, these technological innovations are closely related to serious problems pertaining to algorithmic bias that can trigger the occur...

Akashdeep Bhardwaj, Keshav Sinha, Sumitra · 0 citations
#federated learning Book Oct 2026

Defending Against Cyber Threats in the Smart Healthcare Ecosystem

This book offers a practical guide to securing smart Internet of Things (IoT)-based healthcare devices against cyber threats through hands-on tools, threat modeling, risk scoring, and artificial intelligence (AI)-enhanced defenses. Healthcare is undergoing rapid digital transformation, with smart IoT devices from weara...

Akashdeep Bhardwaj, Keshav Sinha, Sumitra · 0 citations
#federated learning Book Oct 2026

Federated Learning and Privacy-Preserving AI in Healthcare

The healthcare industry collects large volumes of sensitive information every day; however, it shares these data only to a limited extent because of regulatory requirements, competitive concerns, and other constraints. This makes it difficult to develop AI models for cybersecurity applications. The proposed solution is...

Akashdeep Bhardwaj, Keshav Sinha, Sumitra · 0 citations
#graph neural networks Book Oct 2026

AI-Driven Threat Detection Architecture

The rapid proliferation of digital infrastructure, spanning cloud computing, the Internet of Things (IoT), edge networks, and mobile platforms, has dramatically expanded the attack surface available to cybercriminals. Traditional signature-based intrusion detection systems, while effective against known threats, are fu...

Akashdeep Bhardwaj, Keshav Sinha, Sumitra · 0 citations

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