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相关概念视频

Radical Anti-Markovnikov Addition to Alkenes: Overview01:25

Radical Anti-Markovnikov Addition to Alkenes: Overview

3.3K
The addition of hydrogen bromide to alkenes in the presence of hydroperoxides or peroxides proceeds via an anti-Markovnikov pathway and yields alkyl bromides.
3.3K
Radical Anti-Markovnikov Addition to Alkenes: Mechanism01:17

Radical Anti-Markovnikov Addition to Alkenes: Mechanism

3.7K
The reaction of hydrogen bromide with alkenes in the presence of hydroperoxides or peroxides proceeds via anti-Markovnikov addition. The radical chain reaction comprises initiation, propagation, and termination steps.
The mechanism starts with chain initiation, which involves two steps. In the first chain initiation step, a weak peroxide bond is homolytically cleaved upon mild heating to form two alkoxy radicals. In the second initiation step, a hydrogen atom is abstracted by the alkoxy...
3.7K
Protecting Groups for Aldehydes and Ketones: Introduction01:23

Protecting Groups for Aldehydes and Ketones: Introduction

6.9K
Protecting groups are compounds that can bind to a specific functional group in the presence of other functional groups to protect them from undesired chemical reactions. These compounds can selectively bind to particular functional groups and advance chemoselective reactions in polyfunctional systems (Figure 1). After the functional group has served its purpose, it is removed by reacting it with specific compounds.
6.9K
Formal Charges02:42

Formal Charges

32.5K
In some cases, there are seemingly more than one valid Lewis structures for molecules and polyatomic ions. The concept of formal charges can be used to help predict the most appropriate Lewis structure when more than one reasonable structure exists.
32.5K
Aromatic Hydrocarbon Anions: Structural Overview01:18

Aromatic Hydrocarbon Anions: Structural Overview

2.8K
Neutral hydrocarbons like cyclopentadiene with an odd number of carbon atoms and one intervening CH2 group in the ring are not aromatic. Cyclopentadiene with 4 π electrons does not satisfy the 4n + 2 π electron rule. Additionally, the intervening CH2 group is sp3 hybridized and lacks a vacant p orbital, thereby interrupting the overlap of p orbitals in a continuous manner and preventing the delocalization of π electrons throughout the ring.
Due to the absence of continuous...
2.8K
Enolate Mechanism Conventions01:15

Enolate Mechanism Conventions

2.1K
When a carbonyl compound is treated with a strong base, the α position gets deprotonated to give a resonance-stabilized intermediate called an enolate. Enolates are ambident nucleophiles because they possess two nucleophilic sites that can attack an electrophile owing to the delocalization of the negative charge between the α carbon and oxygen atoms. When the oxygen atom attacks an electrophile, it is called O-attack, whereas electrophilic attack via the α carbon is known as...
2.1K

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相关实验视频

Updated: Jun 25, 2025

Network Analysis of Foramen Ovale Electrode Recordings in Drug-resistant Temporal Lobe Epilepsy Patients
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Network Analysis of Foramen Ovale Electrode Recordings in Drug-resistant Temporal Lobe Epilepsy Patients

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从双层到单层:用于结构攻击的框架,用于图形异常检测.

Yulin Zhu, Yuni Lai, Kaifa Zhao

    IEEE transactions on neural networks and learning systems
    |May 21, 2024
    PubMed
    概括

    这项研究揭示了图形异常检测 (GAD) 系统容易受到结构性攻击. 研究人员开发了BinarizedAttack,这是一个有效的算法,可以利用这些漏洞来挖掘图形.

    科学领域:

    • 人工智能的人工智能
    • 机器学习 机器学习
    • 数据挖掘 数据挖掘

    背景情况:

    • 图形神经网络具有先进的图形挖掘和异常检测.
    • 现有的图形挖掘方法容易受到攻击者的结构操纵.
    • 攻击者可以改变图形结构以逃避异常节点的检测.

    研究的目的:

    • 调查图形异常检测 (GAD) 系统的结构脆弱性.
    • 开发针对GAD系统的有效攻击算法.
    • 为了证明拟议的攻击对无监督和监督GAD方法的有效性.

    主要方法:

    • 构建结构中毒攻击作为双层优化问题.
    • 使用回归,将双层问题转化为单层优化问题.
    • 通过利用梯度信息来优化离散领域的单级问题.

    主要成果:

    • 提出的攻击算法BinarizedAttack有效地利用了GAD系统中的结构性漏洞.
    • 证明了攻击对非监督的FeXtra基于GAD和监督的图形卷积网络 (GCN) 基于GAD的有效性.
    • 综合实验验证了拟议攻击的性能.

    结论:

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    • GAD系统对恶意攻击具有显著的结构脆弱性.
    • 二元化攻击 (BinarizedAttack) 算法为攻击GAD系统提供了一种新且有效的方法.
    • 这些发现凸显了对更强大的GAD方法的需求,这些方法可以抵抗结构操纵.