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Join date: Feb 24, 2025
Posts (32)
May 18, 2026 ∙ 5 min
The Role of Digital Forensics in Fighting Cybercrime
Minakshi Debnath | Date: April 8, 2026 The "smoking gun" isn't what it used to be. In a world where our professional and personal lives are etched into silicon and cloud servers, the evidence of a crime is rarely a physical fingerprint it’s a sequence of timestamps, a fragmented registry key, or a subtle anomaly in an API log. But here’s the reality: as our reliance on digital infrastructure becomes total, the complexity of protecting it has skyrocketed. Digital forensics has evolved from a...
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May 5, 2026 ∙ 6 min
3D Printing and Cybersecurity: Securing Additive Manufacturing from Digital Threats
MINAKSHI DEBNATH | DATE: APRIL 6, 2026 The early hours belonged to metal and motion. Goggles on, tools worn smooth from years of use, hands that knew exactly where to reach without looking. Sparks caught the fluorescent light on their way down, and the faint haze of oil hung in the air the way mist does just before the world wakes up. Then came networks humming beneath concrete floors, linking old machines to silent software. Now layers build upward from code instead of being carved down by...
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Apr 28, 2026 ∙ 6 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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