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researcher

Mingrui Ma

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR2
  • cs.LG1
same name
  • Mingrui Ma — 1 paper, h 9
  • Mingrui Ma — 1 paper, h 2
  • Mingrui Ma — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedResearch and application of Transformer based anomaly detection model: A literature review

3 citations · 5 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CR2024★ 2 cited

Research and application of artificial intelligence based webshell detection model: A literature review

Mingrui Ma, Lansheng Han, Chunjie Zhou

Webshell, as the "culprit" behind numerous network attacks, is one of the research hotspots in the field of cybersecurity. However, the complexity, stealthiness, and confusing natu…

cs.LG2024★ 3 cited

Research and application of Transformer based anomaly detection model: A literature review

Mingrui Ma, Lansheng Han, Chunjie Zhou

Transformer, as one of the most advanced neural network models in Natural Language Processing (NLP), exhibits diverse applications in the field of anomaly detection. To inspire res…

cs.CR2024

Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples

Mingrui Ma, Lansheng Han, Chunjie Zhou

The frequent occurrence of cyber-attacks has made webshell attacks and defense gradually become a research hotspot in the field of network security. However, the lack of publicly a…

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