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Apply transfer learning to cybersecurity: Predicting exploitability of vulnerabilities by description

  • Published:2020-12 Issue: Volume:210 Page:106529
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Yin Jiao,Tang MingJian,Cao Jinli,Wang Hua

Funder

La Trobe University

Chongqing Municipal Education Commission of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference31 articles.

1. Big data for cybersecurity: Vulnerability disclosure trends and dependencies;Tang;IEEE Trans. Big Data,2019

2. Before we knew it: an empirical study of zero-day attacks in the real world;Bilge,2012

3. Modelling of extreme vulnerability disclosure in smart city industrial environments;Tang;IEEE Trans. Ind. Inf.,2020

4. The Common Vulnerability Scoring System;Schiffman,2004

5. Common vulnerability scoring system v3. 0: Specification document;Team;First. org.,2015

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