A modern desk setup featuring a camera lens, a tablet displaying an interface with app icons, a pair of earbuds in an open charging case, and a book titled 'Wireless and Mobile Device Security' on a shelf below.
A modern desk setup featuring a camera lens, a tablet displaying an interface with app icons, a pair of earbuds in an open charging case, and a book titled 'Wireless and Mobile Device Security' on a shelf below.

Cybersecurity research insights.

Research

Innovative data collection for advanced cybersecurity threat detection.

A sleek, modern security camera with a white base and lens casing, highlighted by red and purple lighting, set against a dark background. The camera brand name is visible on the side.
A sleek, modern security camera with a white base and lens casing, highlighted by red and purple lighting, set against a dark background. The camera brand name is visible on the side.
Green digital code streams vertically across the screen, resembling a hacker or cyber interface against a dark background.
Green digital code streams vertically across the screen, resembling a hacker or cyber interface against a dark background.
A closed padlock rests on top of a computer keyboard, symbolizing security. The image incorporates a motion blur effect, suggesting speed or data movement.
A closed padlock rests on top of a computer keyboard, symbolizing security. The image incorporates a motion blur effect, suggesting speed or data movement.
A padlock sits atop a stack of credit cards on a keyboard, with a bluish hue and digital streaks in the background, suggesting themes of digital security and privacy.
A padlock sits atop a stack of credit cards on a keyboard, with a bluish hue and digital streaks in the background, suggesting themes of digital security and privacy.
A close-up view of advanced, military-style equipment that appears to be a surveillance or targeting system. The setup includes multiple cylindrical components suggesting a multi-barrel design and an adjacent black device resembling a camera or sensor with a lens. The background features red, vertical columns with orange tops, indicating an architectural setting.
A close-up view of advanced, military-style equipment that appears to be a surveillance or targeting system. The setup includes multiple cylindrical components suggesting a multi-barrel design and an adjacent black device resembling a camera or sensor with a lens. The background features red, vertical columns with orange tops, indicating an architectural setting.

Cybersecurity Research

Combining datasets for enhanced threat detection and analysis.

A dimly lit area with a dark background is visible. There is a central object resembling a security camera or electronic device. Below it, there is a rectangular white box with some graphics or text on its side. Cables or wires appear to be hanging or connected among the items.
A dimly lit area with a dark background is visible. There is a central object resembling a security camera or electronic device. Below it, there is a rectangular white box with some graphics or text on its side. Cables or wires appear to be hanging or connected among the items.
Data Collection

Utilizing public datasets and internal logs for training.

A person with a striped shirt and a cap is standing in front of a computer screen displaying data and analytics. Another laptop is open on a desk below the monitor, and a large metallic tank with a pressure gauge is nearby.
A person with a striped shirt and a cap is standing in front of a computer screen displaying data and analytics. Another laptop is open on a desk below the monitor, and a large metallic tank with a pressure gauge is nearby.
Model Fine-tuning

Optimizing GPT-4 for improved threat detection capabilities.

A security post with large glass windows under a slanted roof. The building is primarily grey with prominent red accents. In the background, there are lush green trees and overcast skies, suggesting a cloudy day. The post has 'POS SECURITY 02' written on it.
A security post with large glass windows under a slanted roof. The building is primarily grey with prominent red accents. In the background, there are lush green trees and overcast skies, suggesting a cloudy day. The post has 'POS SECURITY 02' written on it.
A computer screen displays a portion of source code written in a programming language. The code includes comments and conditional statements, with particular emphasis on credential management.
A computer screen displays a portion of source code written in a programming language. The code includes comments and conditional statements, with particular emphasis on credential management.
Experimental Validation

Testing model performance in simulated network environments.

Result Analysis

Comparing GPT-4 and GPT-3.5 for performance improvements.

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Insights

Leveraging data for advanced cybersecurity research design.

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