FAKE FACIAL ATTACKS

What is the primary goal of attackers conducting fake facial attacks on biometric systems?

• To collect data for demographic analysis

• To bypass authentication and gain unauthorized access

• To increase the accuracy of the facial recognition system

• To improve system response time

Which of the following is considered a type of fake facial attack?

• Video replay attack

• Phishing

• Brute-force attack

• SQL Injection

Which of the following best describes a 2D static attack?

• Using a mask made from silicone

• Using live video feeds to bypass the system

• Using AI-based face-swapping techniques in real-time

• Using a printed or cut photo to spoof a facial recognition system

What is the main purpose of cutting out eyes or mouth areas on a printed photo used in fake facial attacks?

• To improve the image quality

• To simulate liveness by allowing blinking or speaking actions

• To reduce the weight of the photo

• To match the actual face size better

Which device type is commonly used in 2D dynamic fake facial attacks?

• Laser engraving machine

• 3D printer

• Smartphone

• High-definition security camera

Which of the following attacks uses a photo displayed on a digital screen?

• 2D Static Attack

• 2D Dynamic Attack

• 3D Static Attack

• AI-based Attack

What differentiates high-resolution photo printing attacks from low-resolution ones?

• The type of printer used

• The color profile used in printing

• The clarity and detail of the facial features in the spoof attempt

• The software used for resizing the image

What type of material is commonly used in high-quality 3D masks for fake facial attacks?

• Paper

• Silicone

• Cotton

• Glass

Which method can enhance the effectiveness of a 2D printed photo attack?

• Using a high-definition camera

• Printing on high-gloss paper

• Hold photo in a tilted position

• Adding a watermark to the photo

What common weakness do all types of fake facial attacks exploit in face recognition systems?

• High processing speed

• Inherent limitations of human physiological trait

• Vulnerability in differentiating real from synthetic or manipulated facial data

• Excessive hardware requirements