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Data Poisoning and the Hidden Cost of Scraped Training Sets

Data poisoning attacks exploit scraped training sets to corrupt foundation models. Nightshade and Glaze demonstrate how adversarial perturbations threaten model integrity beyond copyright concerns.

Dr. Patrick Fisher, PhD · April 22, 2026
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Homomorphic Encryption at the Edge: Production Viability and Scheme Comparison in 2026

Homomorphic encryption reaches production viability in 2026. Compare CKKS, BFV, and BGV schemes across IBM HElib, Microsoft SEAL, and Zama frameworks for edge deployment.

Dr. Patrick Fisher, PhD · April 22, 2026
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