How deeply does The Art of AI Product Development cover encryption?

Specifies encryption in transit and at rest, but does not explain cryptographic implementation.

Encryption

As explained in The Art of AI Product Development

The transformation of data into a protected representation that requires authorized decryption to read.

Encryption safeguards customer data used by AI systems. When sending data to a third-party LLM, encrypt it both in transit and at rest. section 11.2.1

Treat encryption as part of a broader privacy and security approach:

Limit what data is sent with access controls, and audit LLM providers’ privacy commitments. section 11.2.1
For healthcare AI, HIPAA includes encryption among its security and privacy controls. section 11.2.3
Pair encryption with data isolation and access controls; encryption alone is not the only safeguard against exposure. section 11.2.3

How The Art of AI Product Development covers it

Cover of The Art of AI Product Development

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Also explained in

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Software Security for DevelopersEncryption is the transformation of readable data into an encoded form intended to prevent unauthorized access.
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Spring Security in Action, Second EditionEncryption is the transformation of readable data into ciphertext using a cryptographic key so that only authorized parties can recover the original data.
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Real-World CryptographyEncryption is the transformation of plaintext into ciphertext so that the information is concealed from unauthorized parties.
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Grokking Relational Database DesignEncryption is the transformation of readable data into encoded information that cannot be understood without the appropriate decryption capability.
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Grokking Web Application SecurityEncryption is the cryptographic transformation of readable data into a protected representation that can be reversed with the appropriate key.
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Kafka for ArchitectsEncryption is the transformation of readable data into a form accessible only through an appropriate cryptographic key.
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Acing the CCNA Exam: Volume 2 Advanced Networking and SecurityEncryption is the transformation of readable data into ciphertext that can be recovered only with the appropriate decryption capability.
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AI-Powered Developer: Build software with ChatGPT and CopilotEncryption is the cryptographic transformation of readable data into an encoded form that unauthorized parties cannot readily interpret.
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Apache Kafka in ActionEncryption transforms readable data into an encoded form that requires a corresponding decryption method to recover.
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Build AI-Enhanced Web AppsEncryption is the transformation of readable data into an encoded form that requires a corresponding key or process to recover.
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Data Pipelines with Apache Airflow, Second EditionEncryption is the transformation of readable data into ciphertext that requires a cryptographic key for recovery.
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Microsoft Azure in ActionEncryption is the transformation of data into an encoded form that requires a key or equivalent secret to recover the original content.
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Generative AI in ActionEncryption is the transformation of readable data into a protected form that requires a key or equivalent mechanism to recover.
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Server-Side WebAssemblyEncryption is the process of transforming readable plaintext into ciphertext using a key so that unauthorized parties cannot read it.
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Data for AllEncryption is the transformation of readable data into coded form so that it cannot be understood without the appropriate key or decryption process.

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Related concepts

ciphertextproduces · Ciphertext is data produced by encryption whose original content is intended to be unreadable without the required decryption capability.
Base64contrasts with · Base64 is a binary-to-text encoding scheme that represents arbitrary bytes using a fixed 64-character alphabet and provides no confidentiality.
plaintextproduces · Plaintext is information in a directly readable, unencrypted form rather than a cryptographically encoded form.
hash functioncontrasts with · A hash function deterministically maps input data to a value in a bounded output range, commonly for indexing, lookup, comparison, or integrity checking.
homomorphic encryptionincludes · Homomorphic encryption is encryption that permits specified computations on ciphertexts whose decrypted results correspond to computations on the underlying plaintexts.
symmetric key encryptionincludes · Symmetric-key encryption is cryptography that uses the same shared secret key, or equivalent derived key material, to encrypt and decrypt data.

This explainer was generated by Manning's knowledge graph from the text of The Art of AI Product Development. The section links point to the parts of the book it draws on.