THE PRIVACY-EXPLAINABILITY TRADE-OFF: UNRAVELING THE IMPACTS OF DIFFERENTIAL PRIVACY AND FEDERATED LEARNING ON ATTRIBUTION METHODS

The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods

Since the advent of deep learning (DL), the field has witnessed a continuous stream of innovations.However, the translation of these advancements into practical applications has not kept pace, particularly in safety-critical domains where artificial intelligence (AI) must meet stringent regulatory and ethical standards.This is underscored by the on

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Novel therapeutic strategy for unilateral diaphragmatic paralysis in children with univentricular circulation: EMG-guided diaphragmatic stimulation

Unilateral diaphragmatic paralysis in children with univentricular circulation poses significant challenges, including impaired hemodynamics and increased postoperative Faucet Parts complications.Restoring diaphragmatic function is crucial to mitigate these risks.This study investigates the feasibility of automated stimulation of the paretic diaphr

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Development and Evaluation of Low Phytic Acid Soybean by siRNA Triggered Seed Specific Silencing of Inositol Polyphosphate 6-/3-/5-Kinase Gene

Soybean is one of the leading oilseed crop in the world and is showing a remarkable surge in its utilization in formulating animal feeds and supplements.Its dietary consumption, however, is incongruent with its existing industrial demand due to the presence of anti-nutritional factors in sufficiently Folding Knives large amounts.Phytic acid in part

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Study of the Effect of Laser Energy on the Structural and Optical Properties of TiO2 NPs Prepared by PLAL Technique

Titanium dioxide nanoparticles were produced in this work by laser ablation of a high purity titanium objective immersed in distilled water.Optical and structural properties of the obtained TiO2 NPs using a Q-switched Nd: YAG laser of 1064nm wavelength with different laser energy (80, 100, 120, 140, and 160) mJ at 100 pulses was studied.The produce

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