问题
In order to integrity protect a byte stream one can conceptually either use symmetric cryptography (e.g. an HMAC with SHA-1) or asymmetric cryptography (e.g. digital signature with RSA). It is common sense that asymmetric cryptography is much more expensive than using symmetric cryptography. However, I would like to have hard numbers and would like to know whether there exist benchmark suites for existing crypto libraries (e.g. openssl) in order to gain some measurement results for symmetric and asymmetric cryptography algorithms. The numbers I get from the built-in "openssl speed" app can, unfortunately, not be compared to each other.
Perhaps somebody already implemented a small benchmarking suite for this purpose?
Thanks, Martin
回答1:
I don't think a benchmark is useful here, because the two things you're comparing are built for different use-cases. An HMAC is designed for situations in which you have a shared secret you can use to authenticate the message, whilst signatures are designed for situations in which you don't have a shared secret, but rather want anyone with your public key be able to verify your signature. There are very few situations in which either primitive would be equally appropriate, and when there is, there's likely to be a clear favorite on security, rather than performance grounds.
It's fairly trivial to demonstrate that an HMAC is going to be faster, however: Signing a message requires first hashing it, then computing the signature over the hash, whilst computing an HMAC requries first hashing it, then computing the HMAC (which is merely two additional one-block hash computations). For the same reason, though, for any reasonable assumption as to message length and speed of your cryptographic primitives, the speed difference is going to be negligible, since the largest part of the cost is shared between both operations.
In short, you shouldn't choose the structure of your cryptosystem based on insignificant differences in performance.
回答2:
All digital signature algorithms (RSA, DSA, ECDSA...) begin by hashing the source stream with a hash function; only the hash output is used afterwards. So the asymptotic cost of signing a long stream of data is the same as the asymptotic cost of hashing the same stream. HMAC is similar in that respect: first you input in the hash function a small fixed-size header, then the data stream; and you have an extra hash operation at the end which operates on a small fixed-size input. So the asymptotic cost of HMACing a long stream of data is the same as the asymptotic cost of hashing the same stream.
To sum up, for a suitably long data stream, a digital signature and HMAC will have the same CPU cost. Speed difference will not be noticeable (the complex part at the end of a digital signature is more expensive than what HMAC does, but a simple PC will still be able to do it in less than a millisecond).
The hash function itself can make a difference, though, at least if you can obtain the data with a high bandwidth. On a typical PC, you can hope hashing data at up to about 300 MB/s with SHA-1, but "only" 150 MB/s with SHA-256. On the other hand, a good mechanical harddisk or gigabit ethernet will hardly go beyond 100 MB/s read speed, so SHA-256 would not be the bottleneck here.
来源：https://stackoverflow.com/questions/7568777/benchmarking-symmetric-and-asymmetric-cryptography