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相关概念视频

Masking and Demasking Agents01:19

Masking and Demasking Agents

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EDTA titrations may necessitate masking and demasking agents to temporarily protect a particular metal ion in a mixture from the EDTA reaction. These agents facilitate the sequential analysis of the metal ions by forming stable complexes with some—but not all—metal ions during certain steps.
There are many masking agents, such as cyanide, fluoride, triethanolamine, thiourea, and 2,3-bis(sulfanyl)propan-1-ol (formerly 2,3-dimercapto-1-propanol), with the masking agent chosen based on...
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IP3/DAG Signaling Pathway01:11

IP3/DAG Signaling Pathway

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Membrane lipids such as phosphatidylinositol (PI) are precursors for several membrane-bound and soluble second messengers. Specific kinases phosphorylate PI and produce phosphorylated inositol phospholipids. One such inositol phospholipids are the  phosphatidylinositol-4,5 bisphosphate [PI(4,5)P2], present in the inner half of the lipid bilayer. Upon ligand binding, GPCR stimulates Gq proteins to turn on phospholipase Cꞵ. Activated phospholipase Cꞵ cleaves PI(4,5)P2 and...
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Leaky Scanning02:28

Leaky Scanning

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During most eukaryotic translation processes, the small 40S ribosome subunit scans an mRNA from its 5' end until it encounters the first start AUG codon. The large 60S ribosomal subunit then joins the smaller one to initiate protein synthesis. The location of the translation initiation is largely determined by the nucleotides near the start codon as there may be multiple translation initiation sites present on the mRNA.  Marilyn Kozak discovered that the sequence RCCAUGG (where R...
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Block Diagram Reduction01:22

Block Diagram Reduction

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The process of deriving the transfer function of a control system often involves reducing its block diagram to a single block. This simplification can be achieved through a series of strategic operations, including relocating branch points and comparators. These operations preserve the overall function of the system while allowing for easier manipulation and combination of blocks.
The first step in this process is the identification and relocation of a branch point. A branch point, where a...
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Underflow Gates01:30

Underflow Gates

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Underflow gates are vital for controlling water flow in irrigation canals. The three main types of underflow gates — vertical, radial, and drum gates — serve different purposes while ensuring effective flow management. Vertical gates move up and down, generating a free-flowing water jet; radial gates pivot to regulate the flow; and drum gates rotate for precise adjustments. The flow through these gates is influenced by downstream conditions, resulting in free or drowned outflow.Free and...
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MAPK Signaling Cascades01:07

MAPK Signaling Cascades

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Mitogen-activated protein kinase, or MAPK pathway, activates three sequential kinases to regulate cellular responses such as proliferation, differentiation, survival, and apoptosis. The canonical MAPK pathway starts with a mitogen or growth factor binding to an RTK. The activated RTKs stimulate Ras, which recruits Raf or MAP3 Kinase (MAPKKK), the first kinase of the MAPK signaling cascade. Raf further phosphorylates and activates MEK or MAP2 Kinases (MAPKK), which in turn phosphorylates MAP...
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相关实验视频

Updated: Mar 4, 2026

A Comprehensive Protocol for Manual Segmentation of the Medial Temporal Lobe Structures
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Published on: July 2, 2014

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一个统一的框架,用于后门触发器细分.

Dizhan Xue, Shengsheng Qian, Changsheng Xu

    IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
    |March 2, 2026
    PubMed
    概括

    我们引入后门触发分段 (BTS) 来定位深度神经网络 (DNN) 攻击中的隐藏触发器. 我们的新触发器定位器 (TriLoc) 算法有效地在图像和文本数据中对各种触发器进行细分,而无需事先了解.

    科学领域:

    • 计算机科学 计算机科学
    • 人工智能的人工智能
    • 网络安全 网络安全

    背景情况:

    • 深度神经网络 (DNN) 容易受到后门攻击,隐藏的触发器操纵模型行为.
    • 隐形触发器很难在视觉上检测到,这给安全带来了重大挑战.
    • 识别这些触发因素对于攻击分析和防御战略开发至关重要.

    研究的目的:

    • 提出后门触发器分割 (BTS) 任务,用于识别DNN中的隐藏触发器.
    • 为评估BTS方法建立一个全面的基准.
    • 开发一个统一的算法来分割各种后门触发器.

    主要方法:

    • 开发了一个数学框架来统一各种后门触发器.
    • 引入了一个统一的触发器定位器 (TriLoc) 算法用于后门触发器分割.
    • 创建了一个基准数据集,包含8种攻击方法,8个触发器和179个图像和文本数据设置.

    主要成果:

    • 与最先进的方法相比,提议的Triloc算法在细分后门触发器方面表现出卓越的性能.
    • 广泛的实验验证了Triloc在各种攻击设置和数据模式中的有效性.
    • 该基准为BTS研究提供了一个标准化的评估平台.

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    结论:

    • 后门触发细分 (BTS) 是解决DNN中的安全威胁的关键任务.
    • 提议的Triloc算法提供了一个强大的和统一的方法来细分不同的后门触发器.
    • BTS基准标准有助于进一步研究和开发针对后门攻击的防御机制.