Malicious script static detection method based on SVM (support vector machine)
A support vector machine and malicious script technology, applied in the field of static detection of malicious Javascript, can solve the problem of not being able to identify unknown malicious scripts, etc., and achieve the effects of improving the ability to resist evasion, increasing the accuracy rate, and reducing the false positive rate
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0034] The present invention will be further described below with reference to the accompanying drawings.
[0035] Malicious script attacks have always been the main problem threatening network information security. The attacker injects malicious code into the script of the web page, so that when the user accesses the web page, the malicious code is run to realize the attack. Aiming at malicious script attack, the present invention proposes a malicious script static detection technology based on SVM, which combines classification technology and static detection technology, analyzes and extracts malicious script, and uses machine learning technology SVM to classify. It has the characteristics of high detection rate, low false positive rate, high detection rate and the ability to detect unknown attacks. The method is applied to an example dataset for experiments, and excellent detection performance is obtained.
[0036] like figure 1 , the main work of the present invention i...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com