How can I deploy the model to my Java web project?

[DuckDuckBug]

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?

[amurzina]

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.

[DuckDuckBug]

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!

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------------------ 原始邮件 ------------------ 发件人: "sasha"<[email protected]>; 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"<[email protected]>; 抄送: "Wallfacer"<[email protected]>; "Author"<[email protected]>; 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. — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub, or mute the thread.

[amurzina]

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?