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ade3aee3647ce877de5a · Deep Learning-Based Intrusion Detection With Adversaries

Deep Learning-Based Intrusion Detection With Adversaries

Deep neural networks have demonstrated their effectiveness in most machine learning tasks, with intrusion detection included. Unfortunately, recent research found that deep neural networks are vulnerable to adversarial examples in the image classification

Официальный источник · 2018-07-09

Полные импортированные сведения карточки
{
  "title_en": "Deep Learning-Based Intrusion Detection With Adversaries",
  "designation": "",
  "series": "",
  "status": "",
  "date": "2018-07-09",
  "date_original": "July 9, 2018",
  "url": "https://www.nist.gov/publications/deep-learning-based-intrusion-detection-adversaries",
  "source": "NIST Publications",
  "display_en": "",
  "authors_en": "Zheng Wang",
  "abstract_excerpt_en": "Deep neural networks have demonstrated their effectiveness in most machine learning tasks, with intrusion detection included. Unfortunately, recent research found that deep neural networks are vulnerable to adversarial examples in the image classification",
  "id": "ade3aee3647ce877de5a",
  "sources": [
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    {
      "title_en": "Deep Learning-Based Intrusion Detection With Adversaries",
      "designation": "",
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      "url": "https://www.nist.gov/publications/deep-learning-based-intrusion-detection-adversaries",
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      "authors_en": "Zheng Wang",
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