Sumit Kumar Kapoor

Sumit Kumar Kapoor (Ph.D, MCA with 21 Years Academic Experience) Researcher | Editor | Patent | Author | Associate Professor & Dy. HOD in Computer Science, Poornima University, Jaipur

Publications

Securing the Imagination: Security and Privacy Challenges in Generative AI Systems
Securing the Imagination: Security and Privacy Challenges in Generative AI Systems
Nikhil Kumar Goyal, Kapil Gulati, Ashish Avasthi, Sumit Kumar Kapoor, Bright Keswani, Sangita Gupta. © 2026. 28 pages.
Generative Artificial Intelligence (AI) has rapidly become a mainstream technology capable of autonomously producing realistic and diverse media content, including text, images...
Psychological Dimensions of Social Engineering in Cybercrime
Psychological Dimensions of Social Engineering in Cybercrime
Sonu Sharma, Ashish Avasthi, Sumit Kumar Kapoor, Bright Keswani, Sangita Gupta, Nikhil Kumar Goyal. © 2026. 30 pages.
This chapter reflects on social engineering as an important aspect of cybercrime, based on the psychology principles that make it possible to manipulate and deceive the...
Ethical Digital Twin: A Framework for AI-Powered Moral Reasoning Simulations in Education
Ethical Digital Twin: A Framework for AI-Powered Moral Reasoning Simulations in Education
Sumit Kumar Kapoor, Kriti Sankhla, Sadia Syed. © 2026. 34 pages.
This chapter proposes a novel framework for integrating Ethical Digital Twins into educational settings to simulate moral reasoning and ethical decision-making using artificial...
Enhancing Federated Learning Robustness Against Adversarial Attacks Using SMPC
Enhancing Federated Learning Robustness Against Adversarial Attacks Using SMPC
Sumit Kumar Kapoor, Kriti Sankhla, Saurabh Shandilya, Satya Prakash Awasthi. © 2026. 36 pages.
Federated Learning (FL) allows for distributed model training across a population of devices while also offering the potential for privacy preservation, however, it remains...
Multidisciplinary Deep Learning Frameworks for Automated Evidence Analysis Within the Digital Forensic Era
Multidisciplinary Deep Learning Frameworks for Automated Evidence Analysis Within the Digital Forensic Era
Garima Jain, Sumit Kumar Kapoor, Udit Mamodiya. © 2026. 28 pages.
The rapid evolution of cyber threats and the sheer volume of digital artifacts in today's cybercrime landscape to change from manually intensive investigations to strong...
Ethical and Legal Implications in Medical AI
Ethical and Legal Implications in Medical AI
Shikha Khullar, Ibrar Ahmed, Sumit Kumar Kapoor, Manju Lata Joshi, Arun Arora. © 2026. 28 pages.
The use of Large Language Models (LLMs) in the medical field, especially in clinical safety evaluation, has substantial prospective advantages to enhance the diagnostic...