Decrypt

Viral ‘Stranger Things’ AI Videos Raise New Concerns Over Deepfakes

Excerpts warn how the demos using Kling’s Motion Control AI spotlight new risks as full-body identity swaps flood social ...
Security Boulevard

Securing the Knowledge Layer: Enterprise Security Architecture Frameworks for Proprietary Data Integration With Large Language Models

A practical overview of security architectures, threat models, and controls for protecting proprietary enterprise data in retrieval-augmented generation (RAG) systems.
IEEE

Membership Inference Attacks and Differential Privacy: A Study Within the Context of Generative Models

Abstract: Membership attacks pose a major issue in terms of secure machine learning, especially in cases in which real data are sensitive. Models tend to be overconfident in predicting labels from the ...
IEEE

Hierarchical DC Current Balancing Strategy for Multilevel Current Source Converters Based on Differential Mode Sectional Power and Dual Redundant Vector Regulation

Abstract: Unbalanced DC inductor currents in multilevel current source converters (MCSCs) can degrade power quality and potentially lead to overloading of individual modules or bridge arms.