gitlab.inria.fr / deep-learning-applied-on-web-and-iot-security 11 Dépôts
We study if deep learning applications can help in information security on detection of XSS vulnerabilities and other injection attacks related to the web and the web of things.
deep-learning-applied-on-web-and-iot-security/concatenation-deep-learning-detector
The Concatenation Detector helps you to build deep learning models to detect statically web vulnerability - especially Cross-Site Scripting XSS - based on Natural Language Processing (NLP)
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deep-learning-applied-on-web-and-iot-security/statically-identifying-xss-using-deep-learning/excel-result
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deep-learning-applied-on-web-and-iot-security/statically-identifying-xss-using-deep-learning/node.js-transformations
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deep-learning-applied-on-web-and-iot-security/statically-identifying-xss-using-deep-learning/php-transformations
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/classified-databases
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/node.js-hop.js-transformations
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/pre-vector-generator-with-java
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/hop.js-ast-generator
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/database-splitter
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/excel-result
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deep-learning-applied-on-web-and-iot-security/comparing-the-detection-of-xss-vulnerabilities-in-nodeJs-and-a-multi-tier-javascript-based-language-via-deep-learning/vulnerability-database-generator
One of the essential steps to apply any supervised deep learning algorithm is to design a reliable and comprehensive dataset. We explore the use of a synthetic generator of vulnerabilities for Web secruty flaws.
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