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相关概念视频

Protein Diffusion in the Membrane01:24

Protein Diffusion in the Membrane

4.6K
Proteins show rotational as well as lateral diffusion across the membrane. The lateral diffusion of proteins was confirmed through the cell fusion experiment where mouse and human cells were fused, resulting in hybrid cells. When the human and mouse cells fused, the specific membrane proteins on human and mouse cells were marked with the red and green-fluorescent markers, respectively. Initially, the red and green fluorescence was located on the respective hemisphere of the cell. As time...
4.6K
Theories of Dissolution: Diffusion Layer Model01:15

Theories of Dissolution: Diffusion Layer Model

945
Dissolution, the process by which drug particles dissolve in a solvent, is explained by the diffusion layer model, a theoretical framework that simulates the absorption of oral drugs and allows us to analyze experimental data.
This process starts with a thin layer, saturated with the drug, forming at the interface between the solid and liquid. The solute then diffuses from this layer into the main solution. The Noyes-Whitney equation suggests that the rate of dissolution relies on the diffusion...
945
Diffusion01:12

Diffusion

199.4K
Diffusion is the passive movement of substances down their concentration gradients—requiring no expenditure of cellular energy. Substances, such as molecules or ions, diffuse from an area of high concentration to an area of low concentration in the cytosol or across membranes. Eventually, the concentration will even out, with the substance moving randomly but causing no net change in concentration. Such a state is called dynamic equilibrium, which is essential for maintaining overall...
199.4K
Passive Diffusion: Overview and Kinetics01:17

Passive Diffusion: Overview and Kinetics

724
Passive diffusion is a critical process that allows small lipophilic drugs to cross the cell membrane along a concentration gradient. This mechanism's efficiency depends on four primary factors: the membrane's surface area, the drug's lipid-water partition coefficient, the concentration gradient, and the membrane's thickness.
When administered orally, drugs establish a substantial concentration gradient between the gastrointestinal (GI) lumen and the bloodstream, expediting...
724
Defense Mechanism Against Infection01:26

Defense Mechanism Against Infection

7.2K
Natural flora, body system defenses, and inflammation are natural barriers of the body against infectious agents regardless of previous exposure. Normal floras of the human body refer to the microbial population that colonizes the skin and mucous membranes.
In addition, many body organ systems have unique defenses against infection. The skin is an intact, multilayered surface preventing invasion by microorganisms unless impaired. Mucous membranes lining the mouth, nose, and eyelids are barriers...
7.2K
Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models00:57

Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models

145
Physiological pharmacokinetic models, often called flow-limited or perfusion models, typically assume a swift drug distribution between tissue and venous blood, creating a rapid drug equilibrium. This premise is based on the idea that drug diffusion is extremely fast, and the cell membrane presents no barrier to drug permeation. In this scenario, where no drug binding occurs, the drug concentration in the tissue equals that of the venous blood leaving the tissue. This greatly simplifies the...
145

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相关实验视频

Updated: Sep 12, 2025

A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates
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A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates

Published on: February 23, 2018

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基于扩散模型的补丁攻击的现实世界对抗防御.

Xingxing Wei, Caixin Kang, Yinpeng Dong

    IEEE transactions on pattern analysis and machine intelligence
    |August 6, 2025
    PubMed
    概括
    此摘要是机器生成的。

    本研究介绍了DIFFender,这是一种基于扩散的新型防御框架,可以有效地检测和删除图像中的对抗性补丁. DIFFender使用对抗异常感知和少数镜头提示调整来提供强大,适应性强的保护,以抵御各种攻击.

    更多相关视频

    A Visual Guide for Studying Behavioral Defenses to Pathogen Attacks in Leaf-Cutting Ants
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    相关实验视频

    Last Updated: Sep 12, 2025

    A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates
    10:33

    A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates

    Published on: February 23, 2018

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    A Visual Guide for Studying Behavioral Defenses to Pathogen Attacks in Leaf-Cutting Ants
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    科学领域:

    • 计算机科学 计算机科学
    • 人工智能的人工智能
    • 机器学习 机器学习

    背景情况:

    • 深度学习模型容易受到对抗性的补丁攻击,从而损害了它们在现实世界中的稳定性.
    • 开发有效的防御这些攻击对于可靠的AI应用程序至关重要.

    研究的目的:

    • 介绍DIFFender,一种基于扩散的新型防御框架,用于抵御对抗性补丁攻击.
    • 利用文本引导的扩散模型和对抗异常感知 (AAP) 现象来检测和修复补丁.

    主要方法:

    • 使用统一的扩散模型框架,整合补丁本地化和恢复.
    • 采用高效的几次快速调整来调整预先训练的扩散模型.
    • 证明适应可见和红外领域的适应性.

    主要成果:

    • DIFFender通过分析分布式异常 (AAP) 准确地检测和定位对抗补丁.
    • 该框架在图像分类和面部识别任务中表现出强的表现,以防止对抗性攻击.
    • 评估证实了跨不同设置,分类器和攻击类型的多功能性.

    结论:

    • 在对抗补丁防御策略中,DIFFender提供了显著的进步.
    • 该框架表现出灵活性和通用性,可以防御可见和红外对抗性补丁攻击.
    • 提出了一个通用防御框架,可以适应各种领域和攻击向量.