What legal and ethical responsibilities come with creating and using computing innovations, including intellectual property and privacy?
Topic 5.5 Legal and Ethical Concerns: computing raises legal and ethical issues including intellectual property, licensing, plagiarism, privacy and the responsible use and sharing of material and data.
A focused answer to AP CSP Topic 5.5, covering intellectual property and copyright, open-source and Creative Commons licensing, plagiarism, the ethics of using others' work, privacy of personal data, and the legal and ethical responsibilities of creators and users.
Reviewed by: AI editorial process; not yet individually human-reviewed
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What this topic is asking
The College Board (Topic 5.5) wants you to understand the legal and ethical concerns in computing. This covers intellectual property and copyright, licensing (including open-source and Creative Commons), plagiarism, and the privacy of personal data. You need to explain the responsibilities of both creators (respecting others' work, protecting user data) and users (using material legally and ethically), and apply these ideas to realistic scenarios, including the Create performance task, where you must use properly licensed material.
Intellectual property and copyright
Licensing
Plagiarism
Plagiarism is presenting someone else's work or ideas as your own without crediting them. It is both an ethical breach and, when it involves copyrighted material, a legal one. Giving proper attribution avoids plagiarism. This applies directly to the Create performance task: any code, images or content you did not create must be acknowledged and properly licensed.
Privacy of personal data
Programs increasingly collect personal data (names, locations, behavior). This creates responsibilities:
- Collect only the data you need.
- Secure it against breaches.
- Be transparent about what is collected and why.
- Obtain consent.
Misusing or failing to protect personal data can seriously harm users, so privacy is a core ethical concern.
Try this
Q1. Why is it wrong to assume any image found online can be used freely? [2 points]
- Cue. Most online content is protected by copyright; using it requires permission, a license that permits the use, or that it be public domain, often with attribution.
Q2. Give one responsible practice for a program that collects users' personal data. [1 point]
- Cue. Collect only the data needed, secure it, be transparent about its use, or obtain consent (any one).
Exam-style practice questions
Practice questions written in the style of College Board exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.
AP 2022 (style)1 marksMultiple choice. A student wants to include a photo they found online in their program. Which action best respects intellectual property and licensing?
(A) Use any image found online, because anything online is free to use.
(B) Use only images that are in the public domain or carry a license (such as Creative Commons) that permits the use, and give attribution as required.
(C) Remove the photographer's name so no one knows where it came from.
(D) Use the image and assume permission unless told otherwise.
Show worked answer →
The answer is (B).
Respecting intellectual property means using material you are licensed to use, public domain works or works under a license such as Creative Commons that permits the use, and giving attribution when required. (A) is false: most online content is copyrighted. (C) is worse: hiding the source is plagiarism. (D) reverses the rule, you need permission or a permissive license first.
Markers reward using appropriately licensed or public-domain material with attribution, rather than assuming online content is free.
AP 2021 (style)2 marksFree response (short). Explain why a developer must consider privacy when their program collects personal data, and give one responsible practice they should follow.
Show worked answer →
A 2-point question on privacy responsibilities.
Point 1 (why): Collecting personal data creates a responsibility to protect it, because misuse or a breach can harm users (identity theft, loss of privacy, unwanted tracking). Users also have a reasonable expectation that their data is handled fairly.
Point 2 (practice): The developer should follow a responsible practice such as collecting only the data they need, securing it, being transparent about what is collected and why, and obtaining consent. Any one valid practice earns the second mark.
Related dot points
- Topic 5.1 Beneficial and Harmful Effects: computing innovations have both beneficial and harmful effects on society, economy and culture, and effects may be intended or unintended.
A focused answer to AP CSP Topic 5.1, covering how a single computing innovation can have both beneficial and harmful effects, intended versus unintended consequences, effects on individuals and society, and how to analyze an innovation's impact for the exam.
- Topic 5.6 Safe Computing: personal data is collected and stored by computing systems, and safe computing uses authentication, encryption and awareness of threats such as malware and phishing to protect it.
A focused answer to AP CSP Topic 5.6, covering how personal data is collected and tracked, privacy risks, authentication and strong passwords, multi-factor authentication, encryption (symmetric and public key), and common threats such as malware and phishing, with practical safeguards.
- Topic 5.3 Computing Bias: computing innovations can reflect existing human biases through biased data or design choices, and bias can be embedded intentionally or unintentionally.
A focused answer to AP CSP Topic 5.3, covering how bias enters computing systems through biased data and design, intentional versus unintentional bias, real effects on people, why biased data produces biased outputs, and how bias can be identified and reduced.
- Topic 5.4 Crowdsourcing: crowdsourcing uses the input of a large number of people, often via the Internet, to obtain ideas, services, content, funding or data.
A focused answer to AP CSP Topic 5.4, covering what crowdsourcing is, how the Internet enables it, examples (knowledge, funding, citizen science, mapping), the benefits of scale and diverse input, the risks of quality and reliability, and how it relates to other impacts.
- Topic 4.1 The Internet: the Internet is a network of networks that moves data in packets using protocols such as IP and TCP, with addressing, routing and standards enabling scalable communication.
A focused answer to AP CSP Topic 4.1, covering the Internet as a network of networks, IP addresses, packets and packet switching, protocols (IP, TCP, HTTP, DNS), bandwidth and latency, redundancy in routing, and why open standards enable scalability.
Sources & how we know this
- AP Computer Science Principles Course and Exam Description — College Board (2025)