Deep Learning IDS for Web Application Security | IDS MLoPS

Intrusion Detection

Deep learning model for web application security enhancement.

Signage on a wall reads 'Cybercrime Analysis & Research Alliance @ NTU (CARA)' in bold, white letters against a dark, textured surface. A corridor with partial ceiling panels is visible, and there's some greenery in the background.

Signage on a wall reads 'Cybercrime Analysis & Research Alliance @ NTU (CARA)' in bold, white letters against a dark, textured surface. A corridor with partial ceiling panels is visible, and there's some greenery in the background.

Web Security System

Detects SQL injection and XSS attacks effectively.

A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.

A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.

A close-up view of a dome-shaped security camera mounted on a surface. The camera's transparent cover is slightly fogged up. The setup appears to be professional, with visible wiring extending from the back.

A close-up view of a dome-shaped security camera mounted on a surface. The camera's transparent cover is slightly fogged up. The setup appears to be professional, with visible wiring extending from the back.

A padlock sits on a laptop keyboard with glowing red, green, and blue light trails swirling around, creating a sense of security and cyber awareness.

A padlock sits on a laptop keyboard with glowing red, green, and blue light trails swirling around, creating a sense of security and cyber awareness.

Deep Learning

Enhancing security against various web application attacks.

A concrete wall featuring multiple 'Do Not Disturb' signs in bold black letters. A security camera is mounted on a pole extending from the ground, and the sky above is overcast with light gray clouds.

A concrete wall featuring multiple 'Do Not Disturb' signs in bold black letters. A security camera is mounted on a pole extending from the ground, and the sky above is overcast with light gray clouds.

Deep Learning Security