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Author

Anurag Goel

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Conference Jul 2026

Conditional Diffusion Framework for Hybrid Image Synthesis: Towards Photorealistic and Geometry Aware Generation

Image synthesis has become a central problem in generative AI, with applications spanning virtual reality, medical imaging, autonomous systems, and creative content generation. Diffusion-based generative models have substantially advanced the field by producing high-fidelity, visually consistent outputs, yet a fundamen...

Kanika Verma, Khushi Aggarwal, Pradipti Singh et al. · 0 citations
Conference Jul 2026

An Adaptive Defense Framework for Enhancing Adversarial Robustness in Deep Learning-based Network Intrusion Detection Systems

This study investigated the robustness of deep learning-based Network Intrusion Detection Systems (NIDS) against adversarial attacks by proposing a confidence-aware adaptive defense framework. The proposed approach integrates a baseline feedforward neural network, an adversarially trained robust model, and an adversari...

Aastha Ahlawat, Anurag Goel · 0 citations

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