<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Detecting Atacks on Web Applications using Autoencoder"^^ . "Web attacks have become a real threat to the Internet. This paper proposes the use of autoencoder to detect malicious pattern in the HTTP/HTTPS requests. The autoencoder is able to operate on the raw data and thus, does not require the hand-crafted features to be extracted. We evaluate the original autoencoder and its variants and end up with the Regularized Deep Autoencoder, which can achieve an F1-score of 0.9463 on the CSIC 2010 dataset. It also produces a better performance with respect to OWASP Core Rule Set and other one-class methods, reported in the literature. The Regularized Deep Autoencoder is then combined with Modsecurity in order to protect a website in real time. This algorithm proves to be comparable to the original Modsecurity in terms of computation time and is ready to be deployed in practice."^^ . "2018-12" . . . . . . . . . . . . . . . . . . . . . . "Quang Duc"^^ . "Tran"^^ . "Quang Duc Tran"^^ . . "Ngoc Hoa"^^ . "Nguyen"^^ . "Ngoc Hoa Nguyen"^^ . . "Lam"^^ . "Nguyen"^^ . "Lam Nguyen"^^ . . "Dung"^^ . "Truong"^^ . "Dung Truong"^^ . . . . "The Ninth International Symposium on Information and Communication Technology (SoICT 2018)"^^ . . . . . "Da Nang"^^ . . . . . "HTML Summary of #3166 \n\nDetecting Atacks on Web Applications using Autoencoder\n\n" . "text/html" . . . "Information Technology (IT)"@en . .