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Join date: Feb 24, 2025

Posts (73)

Jul 3, 20268 min
The Death of "Release-and-Forget": How Machine Learning Re-Identifies Your Anonymous Data
SHILPI MONDAL| DATE: JULY 02, 2026 Think about the last time your organization shared a "de-identified" dataset with a partner, vendor, or research group. You likely stripped out the names, addresses, and social security numbers, assuming the data was safe. For decades, this "release-and-forget" approach has been the operational backbone of commercial data sharing, technical research, and regulatory compliance. But here is the hard truth for modern enterprise leaders: machine learning has...

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Jun 23, 20265 min
Beyond Visual Proof: Building Enterprise Resilience Against the Real-Time Deepfake Crisis
SHILPI MONDAL| DATE: JUNE 22, 2026 We used to believe that seeing was believing. For decades, a recorded video or an audio clip was the gold standard of truth in courtroom trials, boardrooms, and journalistic reporting. But that foundation has completely shattered. Over the last two years, generative AI has evolved from a quirky tech novelty into a highly optimized, readily accessible tool for mass deception. Today, enterprise leaders are facing a sophisticated deepfake threat that doesn't...

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Jun 19, 20267 min
Leveling the Playing Field: How AI-Powered Cybersecurity Rescues Resource-Constrained SMEs
SHILPI MONDAL| DATE: JUNE 18, 2026 Let’s be completely honest: the traditional enterprise cybersecurity model was never designed for small and medium-sized enterprises (SMEs). For years, the prevailing industry narrative has been that if you want a reliable defense, you need to establish a 24/7 Security Operations Center (SOC), hire an army of specialized analysts, and stitch together dozens of complex point solutions. But if you are managing IT for a growing business, that math simply...

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