Lingfang Li1,2, Weijian Hu2, Mingxing Luo1

  • 1School of Information Science and Technology, Southwest Jiaotong University, Chengdu 610032, China.

PubMed
概括

研究人员开发了一种新的后门攻击神经机器翻译 (NMT) 模型,通过毒害训练数据. 这种攻击会导致低翻译,但新的防御方法BDSRC有效地识别和减轻这些触发因素.

相关概念视频

Translation01:31

Translation

Translation is the process of synthesizing proteins from the genetic information carried by messenger RNA (mRNA). Following transcription, it constitutes the final step in the expression of genes. This process is carried out by ribosomes, complexes of protein and specialized RNA molecules. Ribosomes, transfer RNA (tRNA), and other proteins produce a chain of amino acids—the polypeptide—as the end product of translation.
Translation Produces the Building Blocks of Life
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Leaky Scanning

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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Improving Translational Accuracy

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Nonsense-mediated mRNA Decay02:27

Nonsense-mediated mRNA Decay

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Termination of Translation01:44

Termination of Translation

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Nuclear Export of mRNA

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