SWARNALI GHOSH | DATE: DECEMBER 09, 2025 In times when hackers make news and companies stress about outside breaches, a sneakier threat slips through: people inside. These risks - done on purpose or by accident - use access we freely give staff, freelancers, or allies. Old-school digital defences, built to block outsiders, usually miss low-key or creeping dangers from within. That’s why smart systems are stepping in to help spot what others overlook. AI speeds things up, handles huge...

SWARNALI GHOSH | DATE: AUGUST 19, 2025 Introduction: When Seeing Isn’t Believing We are entering an era where the adage "seeing is believing" no longer holds weight. The explosion of synthetic media deepfake video, AI generated audio, and convincingly crafted text has blurred the lines between the real and the fabricated. While these technologies offer creative and communicative potential, they also harbour profound cybersecurity threats that can disrupt trust, institutions, and personal...

SWARNALI GHOSH| DATE: MAY 09, 2025 Introduction In an era where data privacy is paramount and cyber threats are increasingly sophisticated, organisations face the challenge of enhancing their cybersecurity measures without compromising sensitive information. Federated learning (FL) emerges as a revolutionary approach, enabling collaborative cybersecurity efforts without the need to share raw data. In an era where cyber threats are growing in sophistication and scale, organisations face a...