Data breach

Q: How deeply does Introduction to Generative AI, Second Edition cover data breach?

Defines the incident and illustrates consequences through one breach, but stops short of technical investigation or remediation procedures.

As explained in Introduction to Generative AI, Second Edition

A data breach is a security incident in which unauthorized parties gain access to or disclose protected data.

A data breach is a security incident in which unauthorized people gain access to or disclose protected information. Dialogue agents can expose sensitive or confidential user content through security failures or unclear data-use practices. section 3.11

ChatGPT incident in March 2023

A bug in an open-source codebase let some users see another active user’s chat-history titles. Some users could also see names, partial credit-card details, email addresses, and payment addresses. section 3.11

The incident illustrates why organizations may choose enterprise protections, private deployments, or infrastructure that does not store, log, or share prompts and completions. Such controls reduce exposure but do not eliminate breach risk. section 3.11

How Introduction to Generative AI, Second Edition covers it

Cover of Introduction to Generative AI, Second Edition

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Also explained in

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Data-Driven CybersecurityA cybersecurity incident in which data, systems, or networks are compromised through unauthorized access, theft, or another form of compromise.
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Effective Data AnalysisA data breach is an incident in which protected or sensitive data is accessed, disclosed, altered, lost, or acquired without authorization.
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Grokking Web Application SecurityA data breach is an incident in which unauthorized parties gain access to or obtain protected data.

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Related concepts

mean time to detectmeasured by · Mean time to detect is the average elapsed time between the occurrence of an incident or failure and its identification.
emergencykind of · An emergency is an unexpected, urgent situation threatening a system’s operation, stability, safety, or objectives and requiring immediate action.
securityaddressed by · The protection of systems, information, resources, and operations against unauthorized access, use, disclosure, alteration, disruption, or destruction.
principle of least privilegeaddressed by · The principle of least privilege is a security principle that grants each user, process, or other subject only the access rights necessary for its authorized tasks.
sensitive informationproduces · Sensitive information is information requiring protection because its unauthorized access, disclosure, alteration, or misuse could cause harm or violate obligations.

This explainer was generated by Manning's knowledge graph from the text of Introduction to Generative AI, Second Edition. The section links point to the parts of the book it draws on.