SHA-2

SHA-2 (Secure Hash Algorithm 2) is a set of cryptographic hash functions designed by the United States National Security Agency (NSA) and first published in 2001.^[3][4] They are built using the Merkle–Damgård construction, from a one-way compression function itself built using the Davies–Meyer structure from a specialized block cipher.

Secure Hash Algorithms
Concepts
hash functions, SHA, DSA
Main standards
SHA-0, SHA-1, SHA-2, SHA-3
v t e

SHA-2

General
Designers	National Security Agency
First published	2001; 22 years ago (2001)
Series	(SHA-0), SHA-1, SHA-2, SHA-3
Certification	FIPS PUB 180-4, CRYPTREC, NESSIE
Detail
Digest sizes	224, 256, 384, or 512 bits
Structure	Merkle–Damgård construction with Davies–Meyer compression function
Rounds	64 or 80
Best public cryptanalysis
A 2011 attack breaks preimage resistance for 57 out of 80 rounds of SHA-512, and 52 out of 64 rounds for SHA-256.^[1] Pseudo-collision attack against up to 46 rounds of SHA-256.^[2] SHA-256 and SHA-512 are prone to length extension attacks. By guessing the hidden part of the state, length extension attacks on SHA-224 and SHA-384 succeed with probability 2^−(256−224) = 2^−32 > 2^−224 and 2^−(512−384) = 2^−128 > 2^−384 respectively.

SHA-2 includes significant changes from its predecessor, SHA-1. The SHA-2 family consists of six hash functions with digests (hash values) that are 224, 256, 384 or 512 bits:^[5] SHA-224, SHA-256, SHA-384, SHA-512, SHA-512/224, SHA-512/256. SHA-256 and SHA-512 are novel hash functions computed with eight 32-bit and 64-bit words, respectively. They use different shift amounts and additive constants, but their structures are otherwise virtually identical, differing only in the number of rounds. SHA-224 and SHA-384 are truncated versions of SHA-256 and SHA-512 respectively, computed with different initial values. SHA-512/224 and SHA-512/256 are also truncated versions of SHA-512, but the initial values are generated using the method described in Federal Information Processing Standards (FIPS) PUB 180-4.

SHA-2 was first published by the National Institute of Standards and Technology (NIST) as a U.S. federal standard. The SHA-2 family of algorithms are patented in the U.S..^[6] The United States has released the patent under a royalty-free license.^[5]

As of 2011, the best public attacks break preimage resistance for 52 out of 64 rounds of SHA-256 or 57 out of 80 rounds of SHA-512, and collision resistance for 46 out of 64 rounds of SHA-256.^[1][2]

Hash standard

 

One iteration in a SHA-2 family compression function. The blue components perform the following operations:
    ${\displaystyle \operatorname {Ch} (E,F,G)=(E\land F)\oplus (\neg E\land G)}$ 
    ${\displaystyle \operatorname {Ma} (A,B,C)=(A\land B)\oplus (A\land C)\oplus (B\land C)}$ 
    ${\displaystyle \Sigma _{0}(A)=(A\!\ggg \!2)\oplus (A\!\ggg \!13)\oplus (A\!\ggg \!22)}$ 
    ${\displaystyle \Sigma _{1}(E)=(E\!\ggg \!6)\oplus (E\!\ggg \!11)\oplus (E\!\ggg \!25)}$ 
The bitwise rotation uses different constants for SHA-512. The given numbers are for SHA-256.
The red ${\displaystyle \color {red}\boxplus }$  is addition modulo 2³² for SHA-256, or 2⁶⁴ for SHA-512.

With the publication of FIPS PUB 180-2, NIST added three additional hash functions in the SHA family. The algorithms are collectively known as SHA-2, named after their digest lengths (in bits): SHA-256, SHA-384, and SHA-512.

The algorithms were first published in 2001 in the draft FIPS PUB 180-2, at which time public review and comments were accepted. In August 2002, FIPS PUB 180-2 became the new Secure Hash Standard, replacing FIPS PUB 180-1, which was released in April 1995. The updated standard included the original SHA-1 algorithm, with updated technical notation consistent with that describing the inner workings of the SHA-2 family.^[4]

In February 2004, a change notice was published for FIPS PUB 180-2, specifying an additional variant, SHA-224, defined to match the key length of two-key Triple DES.^[7] In October 2008, the standard was updated in FIPS PUB 180-3, including SHA-224 from the change notice, but otherwise making no fundamental changes to the standard. The primary motivation for updating the standard was relocating security information about the hash algorithms and recommendations for their use to Special Publications 800-107 and 800-57.^[8][9][10] Detailed test data and example message digests were also removed from the standard, and provided as separate documents.^[11]

In January 2011, NIST published SP800-131A, which specified a move from the then-current minimum of 80-bit security (provided by SHA-1) allowable for federal government use until the end of 2013, to 112-bit security (provided by SHA-2) being both the minimum requirement (starting in 2014) and the recommended security level (starting from the publication date in 2011).^[12]

In March 2012, the standard was updated in FIPS PUB 180-4, adding the hash functions SHA-512/224 and SHA-512/256, and describing a method for generating initial values for truncated versions of SHA-512. Additionally, a restriction on padding the input data prior to hash calculation was removed, allowing hash data to be calculated simultaneously with content generation, such as a real-time video or audio feed. Padding the final data block must still occur prior to hash output.^[13]

In July 2012, NIST revised SP800-57, which provides guidance for cryptographic key management. The publication disallowed creation of digital signatures with a hash security lower than 112 bits after 2013. The previous revision from 2007 specified the cutoff to be the end of 2010.^[10] In August 2012, NIST revised SP800-107 in the same manner.^[9]

The NIST hash function competition selected a new hash function, SHA-3, in 2012.^[14] The SHA-3 algorithm is not derived from SHA-2.

Applications

Further information: Cryptographic hash function § Applications

The SHA-2 hash function is implemented in some widely used security applications and protocols, including TLS and SSL, PGP, SSH, S/MIME, and IPsec.

SHA-256 is used for authenticating Debian software packages^[15] and in the DKIM message signing standard; SHA-512 is part of a system to authenticate archival video from the International Criminal Tribunal of the Rwandan genocide.^[16] SHA-256 and SHA-512 are proposed for use in DNSSEC.^[17] Unix and Linux vendors are moving to using 256- and 512-bit SHA-2 for secure password hashing.^[18]

Several cryptocurrencies, including Bitcoin, use SHA-256 for verifying transactions and calculating proof of work^[19] or proof of stake.^[20] The rise of ASIC SHA-2 accelerator chips has led to the use of scrypt-based proof-of-work schemes.

SHA-1 and SHA-2 are the Secure Hash Algorithms required by law for use in certain U.S. Government applications, including use within other cryptographic algorithms and protocols, for the protection of sensitive unclassified information. FIPS PUB 180-1 also encouraged adoption and use of SHA-1 by private and commercial organizations. SHA-1 is being retired for most government uses; the U.S. National Institute of Standards and Technology says, "Federal agencies should stop using SHA-1 for...applications that require collision resistance as soon as practical, and must use the SHA-2 family of hash functions for these applications after 2010" (emphasis in original).^[21] NIST's directive that U.S. government agencies ought to, but not explicitly must, stop uses of SHA-1 after 2010^[22] was hoped to accelerate migration away from SHA-1.

The SHA-2 functions were not quickly adopted initially, despite better security than SHA-1. Reasons might include lack of support for SHA-2 on systems running Windows XP SP2 or older^[23] and a lack of perceived urgency since SHA-1 collisions had not yet been found. The Google Chrome team announced a plan to make their web browser gradually stop honoring SHA-1-dependent TLS certificates over a period from late 2014 and early 2015.^[24][25][26] Similarly, Microsoft announced^[27] that Internet Explorer and Edge would stop honoring public SHA-1-signed TLS certificates from February 2017. Mozilla disabled SHA-1 in early January 2016, but had to re-enable it temporarily via a Firefox update, after problems with web-based user interfaces of some router models and security appliances.^[28]

Cryptanalysis and validation

For a hash function for which L is the number of bits in the message digest, finding a message that corresponds to a given message digest can always be done using a brute force search in 2^L evaluations. This is called a preimage attack and may or may not be practical depending on L and the particular computing environment. The second criterion, finding two different messages that produce the same message digest, known as a collision, requires on average only 2^L/2 evaluations using a birthday attack.

Some of the applications that use cryptographic hashes, such as password storage, are only minimally affected by a collision attack. Constructing a password that works for a given account requires a preimage attack, as well as access to the hash of the original password (typically in the shadow file) which may or may not be trivial. Reversing password encryption (e.g., to obtain a password to try against a user's account elsewhere) is not made possible by the attacks. (However, even a secure password hash cannot prevent brute-force attacks on weak passwords.)

In the case of document signing, an attacker could not simply fake a signature from an existing document—the attacker would have to produce a pair of documents, one innocuous and one damaging, and get the private key holder to sign the innocuous document. There are practical circumstances in which this is possible; until the end of 2008, it was possible to create forged SSL certificates using an MD5 collision which would be accepted by widely used web browsers.^[29]

Increased interest in cryptographic hash analysis during the SHA-3 competition produced several new attacks on the SHA-2 family, the best of which are given in the table below. Only the collision attacks are of practical complexity; none of the attacks extend to the full round hash function.

At FSE 2012, researchers at Sony gave a presentation suggesting pseudo-collision attacks could be extended to 52 rounds on SHA-256 and 57 rounds on SHA-512 by building upon the biclique pseudo-preimage attack.^[30]

Published in	Year	Attack method	Attack	Variant	Rounds	Complexity
New Collision Attacks Against Up To 24-step SHA-2^[31]	2008	Deterministic	Collision	SHA-256	24/64	2^28.5
				SHA-512	24/80	2^32.5
Preimages for step-reduced SHA-2^[32]	2009	Meet-in-the-middle	Preimage	SHA-256	42/64	2^251.7
					43/64	2^254.9
				SHA-512	42/80	2^502.3
					46/80	2^511.5
Advanced meet-in-the-middle preimage attacks^[33]	2010	Meet-in-the-middle	Preimage	SHA-256	42/64	2^248.4
				SHA-512	42/80	2^494.6
Higher-Order Differential Attack on Reduced SHA-256^[2]	2011	Differential	Pseudo-collision	SHA-256	46/64	2^178
					33/64	2^46
Bicliques for Preimages: Attacks on Skein-512 and the SHA-2 family^[1]	2011	Biclique	Preimage	SHA-256	45/64	2^255.5
				SHA-512	50/80	2^511.5
			Pseudo-preimage	SHA-256	52/64	2^255
				SHA-512	57/80	2^511
Improving Local Collisions: New Attacks on Reduced SHA-256^[34]	2013	Differential	Collision	SHA-256	31/64	2^65.5
			Pseudo-collision	SHA-256	38/64	2^37
Branching Heuristics in Differential Collision Search with Applications to SHA-512^[35]	2014	Heuristic differential	Pseudo-collision	SHA-512	38/80	2^40.5
A Series of Unlikely Explanations^[36]	2016	Differential	Collision	SHA-256	28/64	practical
				SHA-512	27/80	practical
			Pseudo-collision	SHA-512	39/80	practical

Official validation

Main article: Cryptographic Module Validation Program

Implementations of all FIPS-approved security functions can be officially validated through the CMVP program, jointly run by the National Institute of Standards and Technology (NIST) and the Communications Security Establishment (CSE). For informal verification, a package to generate a high number of test vectors is made available for download on the NIST site; the resulting verification, however, does not replace the formal CMVP validation, which is required by law^{[citation needed]} for certain applications.

As of December 2013^[update], there are over 1300 validated implementations of SHA-256 and over 900 of SHA-512, with only 5 of them being capable of handling messages with a length in bits not a multiple of eight while supporting both variants.^[37]

Test vectors

Hash values of an empty string (i.e., a zero-length input text).

SHA224("") 0x d14a028c2a3a2bc9476102bb288234c415a2b01f828ea62ac5b3e42f SHA256("") 0x e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 SHA384("") 0x 38b060a751ac96384cd9327eb1b1e36a21fdb71114be07434c0cc7bf63f6e1da274edebfe76f65fbd51ad2f14898b95b SHA512("") 0x cf83e1357eefb8bdf1542850d66d8007d620e4050b5715dc83f4a921d36ce9ce47d0d13c5d85f2b0ff8318d2877eec2f63b931bd47417a81a538327af927da3e SHA512/224("") 0x 6ed0dd02806fa89e25de060c19d3ac86cabb87d6a0ddd05c333b84f4 SHA512/256("") 0x c672b8d1ef56ed28ab87c3622c5114069bdd3ad7b8f9737498d0c01ecef0967a 

Even a small change in the message will (with overwhelming probability) result in a different hash, due to the avalanche effect. For example, adding a period to the end of the following sentence changes approximately half (111 out of 224) of the bits in the hash, equivalent to picking a new hash at random:

SHA224("The quick brown fox jumps over the lazy dog") 0x 730e109bd7a8a32b1cb9d9a09aa2325d2430587ddbc0c38bad911525 SHA224("The quick brown fox jumps over the lazy dog.") 0x 619cba8e8e05826e9b8c519c0a5c68f4fb653e8a3d8aa04bb2c8cd4c 

Pseudocode

Pseudocode for the SHA-256 algorithm follows. Note the great increase in mixing between bits of the w[16..63] words compared to SHA-1.

Note 1: All variables are 32 bit unsigned integers and addition is calculated modulo 232 Note 2: For each round, there is one round constant k[i] and one entry in the message schedule array w[i], 0 ≤ i ≤ 63 Note 3: The compression function uses 8 working variables, a through h Note 4: Big-endian convention is used when expressing the constants in this pseudocode, and when parsing message block data from bytes to words, for example, the first word of the input message "abc" after padding is 0x61626380 Initialize hash values: (first 32 bits of the fractional parts of the square roots of the first 8 primes 2..19): h0 := 0x6a09e667 h1 := 0xbb67ae85 h2 := 0x3c6ef372 h3 := 0xa54ff53a h4 := 0x510e527f h5 := 0x9b05688c h6 := 0x1f83d9ab h7 := 0x5be0cd19 Initialize array of round constants: (first 32 bits of the fractional parts of the cube roots of the first 64 primes 2..311): k[0..63] := 0x428a2f98, 0x71374491, 0xb5c0fbcf, 0xe9b5dba5, 0x3956c25b, 0x59f111f1, 0x923f82a4, 0xab1c5ed5, 0xd807aa98, 0x12835b01, 0x243185be, 0x550c7dc3, 0x72be5d74, 0x80deb1fe, 0x9bdc06a7, 0xc19bf174, 0xe49b69c1, 0xefbe4786, 0x0fc19dc6, 0x240ca1cc, 0x2de92c6f, 0x4a7484aa, 0x5cb0a9dc, 0x76f988da, 0x983e5152, 0xa831c66d, 0xb00327c8, 0xbf597fc7, 0xc6e00bf3, 0xd5a79147, 0x06ca6351, 0x14292967, 0x27b70a85, 0x2e1b2138, 0x4d2c6dfc, 0x53380d13, 0x650a7354, 0x766a0abb, 0x81c2c92e, 0x92722c85, 0xa2bfe8a1, 0xa81a664b, 0xc24b8b70, 0xc76c51a3, 0xd192e819, 0xd6990624, 0xf40e3585, 0x106aa070, 0x19a4c116, 0x1e376c08, 0x2748774c, 0x34b0bcb5, 0x391c0cb3, 0x4ed8aa4a, 0x5b9cca4f, 0x682e6ff3, 0x748f82ee, 0x78a5636f, 0x84c87814, 0x8cc70208, 0x90befffa, 0xa4506ceb, 0xbef9a3f7, 0xc67178f2 Pre-processing (Padding): begin with the original message of length L bits append a single '1' bit append K '0' bits, where K is the minimum number >= 0 such that (L + 1 + K + 64) is a multiple of 512 append L as a 64-bit big-endian integer, making the total post-processed length a multiple of 512 bits such that the bits in the message are: <original message of length L> 1 <K zeros> <L as 64 bit integer> , (the number of bits will be a multiple of 512) Process the message in successive 512-bit chunks: break message into 512-bit chunks for each chunk create a 64-entry message schedule array w[0..63] of 32-bit words (The initial values in w[0..63] don't matter, so many implementations zero them here) copy chunk into first 16 words w[0..15] of the message schedule array Extend the first 16 words into the remaining 48 words w[16..63] of the message schedule array: for i from 16 to 63 s0 := (w[i-15] rightrotate 7) xor (w[i-15] rightrotate 18) xor (w[i-15] rightshift 3) s1 := (w[i-2] rightrotate 17) xor (w[i-2] rightrotate 19) xor (w[i-2] rightshift 10) w[i] := w[i-16] + s0 + w[i-7] + s1 Initialize working variables to current hash value: a := h0 b := h1 c := h2 d := h3 e := h4 f := h5 g := h6 h := h7 Compression function main loop: for i from 0 to 63 S1 := (e rightrotate 6) xor (e rightrotate 11) xor (e rightrotate 25) ch := (e and f) xor ((not e) and g) temp1 := h + S1 + ch + k[i] + w[i] S0 := (a rightrotate 2) xor (a rightrotate 13) xor (a rightrotate 22) maj := (a and b) xor (a and c) xor (b and c) temp2 := S0 + maj h := g g := f f := e e := d + temp1 d := c c := b b := a a := temp1 + temp2 Add the compressed chunk to the current hash value: h0 := h0 + a h1 := h1 + b h2 := h2 + c h3 := h3 + d h4 := h4 + e h5 := h5 + f h6 := h6 + g h7 := h7 + h Produce the final hash value (big-endian): digest := hash := h0 append h1 append h2 append h3 append h4 append h5 append h6 append h7 

The computation of the ch and maj values can be optimized the same way as described for SHA-1.

SHA-224 is identical to SHA-256, except that:

• the initial hash values h0 through h7 are different, and
• the output is constructed by omitting h7.

SHA-224 initial hash values (in big endian): (The second 32 bits of the fractional parts of the square roots of the 9th through 16th primes 23..53) h[0..7] := 0xc1059ed8, 0x367cd507, 0x3070dd17, 0xf70e5939, 0xffc00b31, 0x68581511, 0x64f98fa7, 0xbefa4fa4 

SHA-512 is identical in structure to SHA-256, but:

• the message is broken into 1024-bit chunks,
• the initial hash values and round constants are extended to 64 bits,
• there are 80 rounds instead of 64,
• the message schedule array w has 80 64-bit words instead of 64 32-bit words,
• to extend the message schedule array w, the loop is from 16 to 79 instead of from 16 to 63,
• the round constants are based on the first 80 primes 2..409,
• the word size used for calculations is 64 bits long,
• the appended length of the message (before pre-processing), in bits, is a 128-bit big-endian integer, and
• the shift and rotate amounts used are different.

SHA-512 initial hash values (in big-endian):  h[0..7] := 0x6a09e667f3bcc908, 0xbb67ae8584caa73b, 0x3c6ef372fe94f82b, 0xa54ff53a5f1d36f1, 0x510e527fade682d1, 0x9b05688c2b3e6c1f, 0x1f83d9abfb41bd6b, 0x5be0cd19137e2179 SHA-512 round constants:  k[0..79] := 0x428a2f98d728ae22, 0x7137449123ef65cd, 0xb5c0fbcfec4d3b2f, 0xe9b5dba58189dbbc, 0x3956c25bf348b538, 0x59f111f1b605d019, 0x923f82a4af194f9b, 0xab1c5ed5da6d8118, 0xd807aa98a3030242, 0x12835b0145706fbe, 0x243185be4ee4b28c, 0x550c7dc3d5ffb4e2, 0x72be5d74f27b896f, 0x80deb1fe3b1696b1, 0x9bdc06a725c71235, 0xc19bf174cf692694, 0xe49b69c19ef14ad2, 0xefbe4786384f25e3, 0x0fc19dc68b8cd5b5, 0x240ca1cc77ac9c65, 0x2de92c6f592b0275, 0x4a7484aa6ea6e483, 0x5cb0a9dcbd41fbd4, 0x76f988da831153b5, 0x983e5152ee66dfab, 0xa831c66d2db43210, 0xb00327c898fb213f, 0xbf597fc7beef0ee4, 0xc6e00bf33da88fc2, 0xd5a79147930aa725, 0x06ca6351e003826f, 0x142929670a0e6e70, 0x27b70a8546d22ffc, 0x2e1b21385c26c926, 0x4d2c6dfc5ac42aed, 0x53380d139d95b3df, 0x650a73548baf63de, 0x766a0abb3c77b2a8, 0x81c2c92e47edaee6, 0x92722c851482353b, 0xa2bfe8a14cf10364, 0xa81a664bbc423001, 0xc24b8b70d0f89791, 0xc76c51a30654be30, 0xd192e819d6ef5218, 0xd69906245565a910, 0xf40e35855771202a, 0x106aa07032bbd1b8, 0x19a4c116b8d2d0c8, 0x1e376c085141ab53, 0x2748774cdf8eeb99, 0x34b0bcb5e19b48a8, 0x391c0cb3c5c95a63, 0x4ed8aa4ae3418acb, 0x5b9cca4f7763e373, 0x682e6ff3d6b2b8a3, 0x748f82ee5defb2fc, 0x78a5636f43172f60, 0x84c87814a1f0ab72, 0x8cc702081a6439ec, 0x90befffa23631e28, 0xa4506cebde82bde9, 0xbef9a3f7b2c67915, 0xc67178f2e372532b, 0xca273eceea26619c, 0xd186b8c721c0c207, 0xeada7dd6cde0eb1e, 0xf57d4f7fee6ed178, 0x06f067aa72176fba, 0x0a637dc5a2c898a6, 0x113f9804bef90dae, 0x1b710b35131c471b, 0x28db77f523047d84, 0x32caab7b40c72493, 0x3c9ebe0a15c9bebc, 0x431d67c49c100d4c, 0x4cc5d4becb3e42b6, 0x597f299cfc657e2a, 0x5fcb6fab3ad6faec, 0x6c44198c4a475817 SHA-512 Sum & Sigma:  S0 := (a rightrotate 28) xor (a rightrotate 34) xor (a rightrotate 39) S1 := (e rightrotate 14) xor (e rightrotate 18) xor (e rightrotate 41)  s0 := (w[i-15] rightrotate 1) xor (w[i-15] rightrotate 8) xor (w[i-15] rightshift 7) s1 := (w[i-2] rightrotate 19) xor (w[i-2] rightrotate 61) xor (w[i-2] rightshift 6) 

SHA-384 is identical to SHA-512, except that:

• the initial hash values h0 through h7 are different (taken from the 9th through 16th primes), and
• the output is constructed by omitting h6 and h7.

SHA-384 initial hash values (in big-endian):  h[0..7] := 0xcbbb9d5dc1059ed8, 0x629a292a367cd507, 0x9159015a3070dd17, 0x152fecd8f70e5939, 0x67332667ffc00b31, 0x8eb44a8768581511, 0xdb0c2e0d64f98fa7, 0x47b5481dbefa4fa4 

SHA-512/t is identical to SHA-512 except that:

• the initial hash values h0 through h7 are given by the SHA-512/t IV generation function,
• the output is constructed by truncating the concatenation of h0 through h7 at t bits,
• t equal to 384 is not allowed, instead SHA-384 should be used as specified, and
• t values 224 and 256 are especially mentioned as approved.

The SHA-512/t IV generation function evaluates a modified SHA-512 on the ASCII string "SHA-512/t", substituted with the decimal representation of t. The modified SHA-512 is the same as SHA-512 except its initial values h0 through h7 have each been XORed with the hexadecimal constant 0xa5a5a5a5a5a5a5a5.

Sample C implementation for SHA-2 family of hash functions can be found in RFC 6234.

Comparison of SHA functions

In the table below, internal state means the "internal hash sum" after each compression of a data block.

Further information: Merkle–Damgård construction

Comparison of SHA functions

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Algorithm and variant		Output size (bits)	Internal state size (bits)	Block size (bits)	Rounds	Operations	Security against collision attacks (bits)	Security against length extension attacks (bits)	Performance on Skylake (median cpb)^[38]		First published
									Long messages	8 bytes
MD5 (as reference)		128	128 (4 × 32)	512	4 (16 operations in each round)	And, Xor, Or, Rot, Add (mod 2^32)	≤ 18 (collisions found)^[39]	0	4.99	55.00	1992
SHA-0		160	160 (5 × 32)	512	80	And, Xor, Or, Rot, Add (mod 2^32)	< 34 (collisions found)	0	≈ SHA-1	≈ SHA-1	1993
SHA-1							< 63 (collisions found)^[40]		3.47	52.00	1995
SHA-2	SHA-224 SHA-256	224 256	256 (8 × 32)	512	64	And, Xor, Or, Rot, Shr, Add (mod 2^32)	112 128	32 0	7.62 7.63	84.50 85.25	2004 2001
	SHA-384	384	512 (8 × 64)	1024	80	And, Xor, Or, Rot, Shr, Add (mod 2^64)	192	128	5.12	135.75	2001
	SHA-512	512					256	0^[41]	5.06	135.50	2001
	SHA-512/224 SHA-512/256	224 256					112 128	288 256	≈ SHA-384	≈ SHA-384	2012
SHA-3	SHA3-224 SHA3-256 SHA3-384 SHA3-512	224 256 384 512	1600 (5 × 5 × 64)	1152 1088 832 576	24^[42]	And, Xor, Rot, Not	112 128 192 256	448 512 768 1024	8.12 8.59 11.06 15.88	154.25 155.50 164.00 164.00	2015
	SHAKE128 SHAKE256	d (arbitrary) d (arbitrary)		1344 1088			min(d/2, 128) min(d/2, 256)	256 512	7.08 8.59	155.25 155.50

In the bitwise operations column, "Rot" stands for rotate no carry, and "Shr" stands for right logical shift. All of these algorithms employ modular addition in some fashion except for SHA-3.

More detailed performance measurements on modern processor architectures are given in the table below.

CPU architecture	Frequency	Algorithm	Word size (bits)	Cycles/byte x86	MiB/s x86	Cycles/byte x86-64	MiB/s x86-64
Intel Ivy Bridge	3.5 GHz	SHA-256	32	16.80	199	13.05	256
		SHA-512	64	43.66	76	8.48	394
AMD Piledriver APU	3.8 GHz	SHA-256	32	22.87	158	18.47	196
		SHA-512	64	88.36	41	12.43	292

The performance numbers labeled 'x86' were running using 32-bit code on 64-bit processors, whereas the 'x86-64' numbers are native 64-bit code. While SHA-256 is designed for 32-bit calculations, it does benefit from code optimized for 64-bit processors on the x86 architecture. 32-bit implementations of SHA-512 are significantly slower than their 64-bit counterparts. Variants of both algorithms with different output sizes will perform similarly, since the message expansion and compression functions are identical, and only the initial hash values and output sizes are different. The best implementations of MD5 and SHA-1 perform between 4.5 and 6 cycles per byte on modern processors.

Testing was performed by the University of Illinois at Chicago on their hydra8 system running an Intel Xeon E3-1275 V2 at a clock speed of 3.5 GHz, and on their hydra9 system running an AMD A10-5800K APU at a clock speed of 3.8 GHz.^[43] The referenced cycles per byte speeds above are the median performance of an algorithm digesting a 4,096 byte message using the SUPERCOP cryptographic benchmarking software.^[44] The MiB/s performance is extrapolated from the CPU clockspeed on a single core; real-world performance will vary due to a variety of factors.

Implementations

Below is a list of cryptography libraries that support SHA-2:

• Botan
• Bouncy Castle
• Cryptlib
• Crypto++
• Libgcrypt
• Mbed TLS^[45][46]
• libsodium
• Nettle
• LibreSSL
• OpenSSL
• GnuTLS
• wolfSSL

Hardware acceleration is provided by the following processor extensions:

• Intel SHA extensions: Available on some Intel and AMD x86 processors.
• VIA PadLock
• ARMv8 Cryptography Extensions^[47]
• IBM z/Architecture: Available since 2005 as part of the Message-Security-Assist Extensions 1 (SHA-256) and 2 (SHA-512)^[48]
• IBM Power ISA since v.2.07

See also

• Comparison of cryptographic hash functions
• Comparison of cryptography libraries
• Hash function security summary
• Hashcash
• HMAC
• International Association for Cryptologic Research (IACR)
• Trusted timestamping

References

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3. Penard, Wouter; van Werkhoven, Tim. (PDF). staff.science.uu.nl. Archived from the original (PDF) on 2016-03-30.
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8. Federal Register Notice E8-24743, Announcing Approval of FIPS Publication 180-3
9. Dang, Quynh (2012-08-24). Recommendation for Applications Using Approved Hash Algorithms (Report). National Institute of Standards and Technology.
10. Barker, Elaine; Barker, William; Burr, William; Polk, W.; Smid, Miles (2012-07-10). Recommendation for Key Management, Part 1: General (Revision 3) (Report). National Institute of Standards and Technology.
11. "NIST.gov – Computer Security Division – Computer Security Resource Center". 29 December 2016.
12. Barker, Elaine; Roginsky, Allen (2011-01-13). Transitions: Recommendation for Transitioning the Use of Cryptographic Algorithms and Key Lengths (Report). National Institute of Standards and Technology.
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17. RFC 5702,RFC-Editor.org
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28. online, heise (2016-01-08). "Firefox: Mozilla schaltet SHA-1 ab … und direkt wieder an". Security (in German). Retrieved 2023-08-27.
29. Alexander Sotirov, Marc Stevens, Jacob Appelbaum, Arjen Lenstra, David Molnar, Dag Arne Osvik, Benne de Weger, MD5 considered harmful today: Creating a rogue CA certificate, accessed March 29, 2009.
30. Ji Li, Takanori Isobe and Kyoji Shibutani, Sony China Research Laboratory and Sony Corporation, Converting Meet-in-the-Middle Preimage Attack into Pseudo Collision Attack: Application to SHA-2
31. Somitra Kumar Sanadhya & Palash Sarkar (2008). "New Collision Attacks Against Up To 24-step SHA-2" (PDF). IACR Cryptology ePrint Archive. 2008 (270).
32. Kazumaro Aoki; Jian Guo; Krystian Matusiewicz; Yu Sasaki & Lei Wang (2009). "Preimages for Step-Reduced SHA-2". Advances in Cryptology – ASIACRYPT 2009. Lecture Notes in Computer Science. Vol. 5912. Springer Berlin Heidelberg. pp. 578–597. doi:10.1007/978-3-642-10366-7_34. ISBN 978-3-642-10366-7. ISSN 0302-9743.
33. Jian Guo; San Ling; Christian Rechberger & Huaxiong Wang (2010). "Advanced Meet-in-the-Middle Preimage Attacks: First Results on Full Tiger, and Improved Results on MD4 and SHA-2". Advances in Cryptology - ASIACRYPT 2010 (PDF). Lecture Notes in Computer Science. Vol. 6477. Springer Berlin Heidelberg. pp. 56–75. doi:10.1007/978-3-642-17373-8_4. ISBN 978-3-642-17373-8. ISSN 0302-9743.
34. Florian Mendel; Tomislav Nad; Martin Schläffer (2013). "Improving Local Collisions: New Attacks on Reduced SHA-256". Advances in Cryptology – EUROCRYPT 2013. Lecture Notes in Computer Science. Vol. 7881. Springer Berlin Heidelberg. pp. 262–278. doi:10.1007/978-3-642-38348-9_16. ISBN 978-3-642-38348-9. ISSN 0302-9743.
35. Maria Eichlseder and Florian Mendel and Martin Schläffer (2014). "Branching Heuristics in Differential Collision Search with Applications to SHA-512" (PDF). IACR Cryptology ePrint Archive. 2014 (302).
36. Christoph Dobraunig; Maria Eichlseder & Florian Mendel (2016). "Analysis of SHA-512/224 and SHA-512/256" (PDF). International Association for Cryptologic Research.
37. . NIST. 2017-06-16. Archived from the original on 2017-06-17.
38. "Measurements table". bench.cr.yp.to.
39. Tao, Xie; Liu, Fanbao; Feng, Dengguo (2013). Fast Collision Attack on MD5 (PDF). Cryptology ePrint Archive (Technical report). IACR.
40. Stevens, Marc; Bursztein, Elie; Karpman, Pierre; Albertini, Ange; Markov, Yarik. The first collision for full SHA-1 (PDF) (Technical report). Google Research.
    • Marc Stevens; Elie Bursztein; Pierre Karpman; Ange Albertini; Yarik Markov; Alex Petit Bianco; Clement Baisse (February 23, 2017). "Announcing the first SHA1 collision". Google Security Blog.
41. Without truncation, the full internal state of the hash function is known, regardless of collision resistance. If the output is truncated, the removed part of the state must be searched for and found before the hash function can be resumed, allowing the attack to proceed.
42. "The Keccak sponge function family". Retrieved 2016-01-27.
43. SUPERCOP Benchmarks Measurements of hash functions, indexed by machine
44. "SUPERCOP". Retrieved 24 February 2015.
45. Supported SSL / TLS ciphersuites
46. Mbed TLS Changelog, 7 July 2007
47. "ARM Cortex-A53 MPCore Processor Technical Reference Manual Cryptography Extension".
48. IBM z/Architecture Principles of Operation, publication number SA22-7832. See KIMD and KLMD instructions in Chapter 7.

Further reading

• Henri Gilbert, Helena Handschuh: Security Analysis of SHA-256 and Sisters. Selected Areas in Cryptography 2003: pp175–193
• "Proposed Revision of Federal Information Processing Standard (FIPS) 180, Secure Hash Standard". Federal Register. 59 (131): 35317–35318. 1994-07-11. Retrieved 2007-04-26.