The UK’s National Cyber Security Centre just released its white paper on “Advanced Cryptography,” which it defines as “cryptographic techniques for processing encrypted data, providing enhanced functionality over and above that provided by traditional cryptography.” It includes things like homomorphic encryption, attribute-based encryption, zero-knowledge proofs, and secure multiparty computation.

It’s full of good advice. I especially appreciate this warning:

When deciding whether to use Advanced Cryptography, start with a clear articulation of the problem, and use that to guide the development of an appropriate solution. That is, you should not start with an Advanced Cryptography technique, and then attempt to fit the functionality it provides to the problem.

And:

In almost all cases, it is bad practice for users to design and/or implement their own cryptography; this applies to Advanced Cryptography even more than traditional cryptography because of the complexity of the algorithms. It also applies to writing your own application based on a cryptographic library that implements the Advanced Cryptography primitive operations, because subtle flaws in how they are used can lead to serious security weaknesses.

The conclusion:

Advanced Cryptography covers a range of techniques for protecting sensitive data at rest, in transit and in use. These techniques enable novel applications with different trust relationships between the parties, as compared to traditional cryptographic methods for encryption and authentication.

However, there are a number of factors to consider before deploying a solution based on Advanced Cryptography, including the relative immaturity of the techniques and their implementations, significant computational burdens and slow response times, and the risk of opening up additional cyber attack vectors.

There are initiatives underway to standardise some forms of Advanced Cryptography, and the efficiency of implementations is continually improving. While many data processing problems can be solved with traditional cryptography (which will usually lead to a simpler, lower-cost and more mature solution) for those that cannot, Advanced Cryptography techniques could in the future enable innovative ways of deriving benefit from large shared datasets, without compromising individuals’ privacy.

NCSC blog entry.