Open DuckDuckBug opened 5 years ago
Hi Actually, this is just proof of concept and not production ready version. So theoretically, you need just to load the trained model (see https://github.com/loretoparisi/tensorflow-java). Of course, you need to train on your typical requests.
But again, this solution is not production ready and need more complex applying to real web-service for protection.
But it will be awesome if you share with us results when you implement and get some performance.
How amazing your experiment result is. I am trying to use a one class classifier to detect web attack and apply it to WAF. I find your training time is too long but the dataset is not that big. CSIC HTTP 2010 dataset is a public dataset, I attended to use it but gave up because of training time.I eager to find a practical method to web attack, if you have some idea about it, please tell me. Thank You!
------------------ 原始邮件 ------------------ 发件人: "sasha"notifications@github.com; 发送时间: 2018年11月24日(星期六) 下午3:28 收件人: "PositiveTechnologies/seq2seq-web-attack-detection"seq2seq-web-attack-detection@noreply.github.com; 抄送: "Wallfacer"2540979467@qq.com; "Author"author@noreply.github.com; 主题: Re: [PositiveTechnologies/seq2seq-web-attack-detection] How can Ideploy the model to my Java web project? (#7)
Hi Actually, this is just proof of concept and not production ready solution. So theoretically, you need just to load the trained model (see https://github.com/loretoparisi/tensorflow-java). Of course, you need to train on your typical requests.
But again, this is solution is not production ready and need more complex applying to real web-service for protection.
But it will be awesome if you share with us results when you implement and get some performance.
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Which architecture have you used for one-class classifier? In the article (link in README.md) we describe our experiments and describe why we refused using classifiers at all. Which WAF do you develop?
I want to deploy this model to my Java web project to detect web attack. I don't not the method Java can load the model. If I done, can this model detect the web attack of my website, shold I retrain the model using my websit's web log?