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Join date: Feb 24, 2025

Posts (31)

Apr 28, 20266 min
Securing AI Training Data Preventing Data Poisoning and Adversarial Attacks
MINAKSHI DEBNATH | DATE: MARCH 27,2026 Years passed while digital safety focused on barriers - firewalls, boundaries, coded pathways. Simple idea ruled back then: block outsiders, protect what sits within. Yet here we stand in 2026, watching that thinking crumble. Danger shifted ground. Not merely who enters matters now - it’s the hidden cargo they carry across the threshold. Here lies a troubling thought: suppose the knowledge inside an artificial mind comes entirely from what it reads -...

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Apr 24, 20266 min
The Rise of AI-Powered Social Engineering Attacks: How to Defend Against Next-Gen Phishing
MINAKSHI DEBNATH | DATE: MARCH 26, 2026 Does your team still look for typos and grainy logos to spot a phishing attempt? If so, your defensive strategy is already obsolete. We’ve officially exited the "primitive" era of social engineering and entered a "synthetic" reality where the boundary between a trusted colleague and a machine-generated fraudster has effectively collapsed. According to SoSafe’s 2025 Trends report, a staggering 87% of security leaders have seen a measurable spike in...

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Apr 10, 20266 min
Cyber Resilience Strategy in Geopolitical Threat Era
MINAKSHI DEBNATH | DATE: MARCH 18, 2026 the world of enterprise IT, we’ve spent decades obsessed with the "perimeter." We built digital moats, thickened our castle walls, and convinced our boards that a locked gate meant a safe kingdom. That thinking hasn't just aged poorly it's collapsed under the weight of a threat landscape that plays chess while we were still guarding the drawbridge. This is where a modern cyber resilience strategy begins to replace outdated perimeter-based thinking....

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