Privacy considerations in Computer Vision - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is the main privacy concern when using computer vision in public spaces?

The main concern is capturing and processing images or videos of people without their consent, which can lead to misuse of personal data and invasion of privacy.

beginner

What does 'data anonymization' mean in the context of privacy?

Data anonymization means removing or hiding personal details from data so that individuals cannot be identified from it.

beginner

Why is it important to get consent before collecting images for computer vision projects?

Consent ensures that people agree to have their images used, respecting their privacy and complying with legal rules.

intermediate

How can computer vision systems reduce privacy risks when analyzing video footage?

By using techniques like blurring faces, limiting data storage time, and processing data locally without sending it to external servers.

intermediate

What is the role of regulations like GDPR in computer vision privacy?

Regulations like GDPR set rules to protect personal data, requiring transparency, consent, and rights for individuals about their data.

Which of the following is a key privacy risk in computer vision?

A Using high-resolution cameras

B Collecting images without consent

C Training models on labeled data

D Deploying models on edge devices

Collecting images without consent can violate privacy and legal rules.

What does anonymization do to data?

A Makes data easier to access

B Encrypts data for security

C Increases data size

D Removes personal identifiers

Anonymization removes personal identifiers to protect privacy.

Why is local data processing better for privacy?

A It avoids sending data over the internet

B It uses less power

C It improves model accuracy

D It requires more storage

Local processing keeps data on the device, reducing exposure risks.

Which regulation focuses on protecting personal data in the EU?

A HIPAA

B COPPA

C GDPR

D CCPA

GDPR is the main data protection law in the European Union.

What is a simple way to protect privacy in video footage?

A Blur faces

B Use color filters

C Increase frame rate

D Add background music

Blurring faces helps hide identities and protect privacy.

Explain why privacy is important in computer vision applications and list two methods to protect it.

Think about how images can reveal personal information and how to keep that safe.

Describe the role of data protection regulations like GDPR in managing privacy risks in computer vision.

Consider how laws help protect people's data and what they require from organizations.