See more MD5 articles on AOD.

Powered by
Share this page on
Article provided by Wikipedia

Further information: "Collision attack

In 1996, collisions were found in the compression function of MD5, and "Hans Dobbertin wrote in the "RSA Laboratories technical newsletter, "The presented attack does not yet threaten practical applications of MD5, but it comes rather close ... in the future MD5 should no longer be implemented ... where a collision-resistant hash function is required."[31]

In 2005, researchers were able to create pairs of "PostScript documents[32] and "X.509 certificates[33] with the same hash. Later that year, MD5's designer Ron Rivest wrote that "md5 and sha1 are both clearly broken (in terms of collision-resistance)".[34]

On 30 December 2008, a group of researchers announced at the 25th "Chaos Communication Congress how they had used MD5 collisions to create an intermediate certificate authority certificate that appeared to be legitimate when checked by its MD5 hash.[22] The researchers used a cluster of "Sony "PlayStation 3 units at the "EPFL in Lausanne, Switzerland[35] to change a normal SSL certificate issued by RapidSSL into a working "CA certificate for that issuer, which could then be used to create other certificates that would appear to be legitimate and issued by RapidSSL. "VeriSign, the issuers of RapidSSL certificates, said they stopped issuing new certificates using MD5 as their checksum algorithm for RapidSSL once the vulnerability was announced.[36] Although Verisign declined to revoke existing certificates signed using MD5, their response was considered adequate by the authors of the exploit ("Alexander Sotirov, "Marc Stevens, "Jacob Appelbaum, "Arjen Lenstra, David Molnar, Dag Arne Osvik, and Benne de Weger).[22] Bruce Schneier wrote of the attack that "we already knew that MD5 is a broken hash function" and that "no one should be using MD5 anymore".[37] The SSL researchers wrote, "Our desired impact is that Certification Authorities will stop using MD5 in issuing new certificates. We also hope that use of MD5 in other applications will be reconsidered as well."[22]

In 2012, according to "Microsoft, the authors of the "Flame malware used an MD5 collision to forge a Windows code-signing certificate.[38]

MD5 uses the "Merkle–Damgård construction, so if two prefixes with the same hash can be constructed, a common suffix can be added to both to make the collision more likely to be accepted as valid data by the application using it. Furthermore, current collision-finding techniques allow to specify an arbitrary prefix: an attacker can create two colliding files that both begin with the same content. All the attacker needs to generate two colliding files is a template file with a 128-byte block of data, aligned on a 64-byte boundary that can be changed freely by the collision-finding algorithm. An example MD5 collision, with the two messages differing in 6 bits, is:

d131dd02c5e6eec4 693d9a0698aff95c 2fcab58712467eab 4004583eb8fb7f89
55ad340609f4b302 83e488832571415a 085125e8f7cdc99f d91dbdf280373c5b
d8823e3156348f5b ae6dacd436c919c6 dd53e2b487da03fd 02396306d248cda0
e99f33420f577ee8 ce54b67080a80d1e c69821bcb6a88393 96f9652b6ff72a70
d131dd02c5e6eec4 693d9a0698aff95c 2fcab50712467eab 4004583eb8fb7f89
55ad340609f4b302 83e4888325f1415a 085125e8f7cdc99f d91dbd7280373c5b
d8823e3156348f5b ae6dacd436c919c6 dd53e23487da03fd 02396306d248cda0
e99f33420f577ee8 ce54b67080280d1e c69821bcb6a88393 96f965ab6ff72a70

Both produce the MD5 hash 79054025255fb1a26e4bc422aef54eb4.[39] The difference between the two samples is that the leading bit in each "nibble has been flipped. For example, the 20th byte (offset 0x13) in the top sample, 0x87, is 10000111 in binary. The leading bit in the byte (also the leading bit in the first nibble) is flipped to make 00000111, which is 0x07, as shown in the lower sample.

Later it was also found to be possible to construct collisions between two files with separately chosen prefixes. This technique was used in the creation of the rogue CA certificate in 2008. A new variant of parallelized collision searching using "MPI was proposed by Anton Kuznetsov in 2014, which allowed to find a collision in 11 hours on a computing cluster.[40]

Preimage vulnerability[edit]

In April 2009, a "preimage attack against MD5 was published that breaks MD5's preimage resistance. This attack is only theoretical, with a computational complexity of 2123.4 for full preimage.[41][42]


MD5 digests have been widely used in the "software world to provide some assurance that a transferred file has arrived intact. For example, file servers often provide a pre-computed MD5 (known as "md5sum) "checksum for the files, so that a user can compare the checksum of the downloaded file to it. Most unix-based operating systems include MD5 sum utilities in their distribution packages; Windows users may use the included "PowerShell function "Get-FileHash", install a Microsoft utility,[43][44] or use third-party applications. Android ROMs also use this type of checksum.

""Diagram showing use of MD5 hashing in file transmission

As it is easy to generate MD5 collisions, it is possible for the person who created the file to create a second file with the same checksum, so this technique cannot protect against some forms of malicious tampering. In some cases, the checksum cannot be trusted (for example, if it was obtained over the same channel as the downloaded file), in which case MD5 can only provide error-checking functionality: it will recognize a corrupt or incomplete download, which becomes more likely when downloading larger files.

Historically, MD5 has been used to store a one-way hash of a "password, often with "key stretching.[45][46] Due to the weaknesses described in the Security section, NIST does not include MD5 in their list of recommended hashes for password storage.[47]

MD5 is also used in the field of "electronic discovery, in order to provide a unique identifier for each document that is exchanged during the legal discovery process. This method can be used to replace the "Bates stamp numbering system that has been used for decades during the exchange of paper documents. As above, this usage should be discouraged due to the ease of collision attacks.


Figure 1. One MD5 operation. MD5 consists of 64 of these operations, grouped in four rounds of 16 operations. F is a nonlinear function; one function is used in each round. Mi denotes a 32-bit block of the message input, and Ki denotes a 32-bit constant, different for each operation. ""left shifts denotes a left bit rotation by s places; s varies for each operation. ""Addition denotes addition modulo 232.

MD5 processes a variable-length message into a fixed-length output of 128 bits. The input message is broken up into chunks of 512-bit blocks (sixteen 32-bit words); the message is "padded so that its length is divisible by 512. The padding works as follows: first a single bit, 1, is appended to the end of the message. This is followed by as many zeros as are required to bring the length of the message up to 64 bits fewer than a multiple of 512. The remaining bits are filled up with 64 bits representing the length of the original message, modulo 264.

The main MD5 algorithm operates on a 128-bit state, divided into four 32-bit words, denoted A, B, C, and D. These are initialized to certain fixed constants. The main algorithm then uses each 512-bit message block in turn to modify the state. The processing of a message block consists of four similar stages, termed rounds; each round is composed of 16 similar operations based on a non-linear function F, "modular addition, and left rotation. Figure 1 illustrates one operation within a round. There are four possible functions F; a different one is used in each round:

denote the "XOR, "AND, "OR and "NOT operations respectively.


The MD5 hash is calculated according to this algorithm. All values are in "little-endian.

//Note: All variables are unsigned 32 bit and wrap modulo 2^32 when calculating
var int[64] s, K

//s specifies the per-round shift amounts
s[ 0..15] := { 7, 12, 17, 22,  7, 12, 17, 22,  7, 12, 17, 22,  7, 12, 17, 22 }
s[16..31] := { 5,  9, 14, 20,  5,  9, 14, 20,  5,  9, 14, 20,  5,  9, 14, 20 }
s[32..47] := { 4, 11, 16, 23,  4, 11, 16, 23,  4, 11, 16, 23,  4, 11, 16, 23 }
s[48..63] := { 6, 10, 15, 21,  6, 10, 15, 21,  6, 10, 15, 21,  6, 10, 15, 21 }

//Use binary integer part of the sines of integers (Radians) as constants:
for i from 0 to 63
    K[i] := floor(232 × abs(sin(i + 1)))
end for
//(Or just use the following precomputed table):
K[ 0.. 3] := { 0xd76aa478, 0xe8c7b756, 0x242070db, 0xc1bdceee }
K[ 4.. 7] := { 0xf57c0faf, 0x4787c62a, 0xa8304613, 0xfd469501 }
K[ 8..11] := { 0x698098d8, 0x8b44f7af, 0xffff5bb1, 0x895cd7be }
K[12..15] := { 0x6b901122, 0xfd987193, 0xa679438e, 0x49b40821 }
K[16..19] := { 0xf61e2562, 0xc040b340, 0x265e5a51, 0xe9b6c7aa }
K[20..23] := { 0xd62f105d, 0x02441453, 0xd8a1e681, 0xe7d3fbc8 }
K[24..27] := { 0x21e1cde6, 0xc33707d6, 0xf4d50d87, 0x455a14ed }
K[28..31] := { 0xa9e3e905, 0xfcefa3f8, 0x676f02d9, 0x8d2a4c8a }
K[32..35] := { 0xfffa3942, 0x8771f681, 0x6d9d6122, 0xfde5380c }
K[36..39] := { 0xa4beea44, 0x4bdecfa9, 0xf6bb4b60, 0xbebfbc70 }
K[40..43] := { 0x289b7ec6, 0xeaa127fa, 0xd4ef3085, 0x04881d05 }
K[44..47] := { 0xd9d4d039, 0xe6db99e5, 0x1fa27cf8, 0xc4ac5665 }
K[48..51] := { 0xf4292244, 0x432aff97, 0xab9423a7, 0xfc93a039 }
K[52..55] := { 0x655b59c3, 0x8f0ccc92, 0xffeff47d, 0x85845dd1 }
K[56..59] := { 0x6fa87e4f, 0xfe2ce6e0, 0xa3014314, 0x4e0811a1 }
K[60..63] := { 0xf7537e82, 0xbd3af235, 0x2ad7d2bb, 0xeb86d391 }

//Initialize variables:
var int a0 := 0x67452301   //A
var int b0 := 0xefcdab89   //B
var int c0 := 0x98badcfe   //C
var int d0 := 0x10325476   //D

//Pre-processing: adding a single 1 bit
append "1" bit to message    
// Notice: the input bytes are considered as bits strings,
//  where the first bit is the most significant bit of the byte.[48]

//Pre-processing: padding with zeros
append "0" bit until message length in bits ≡ 448 (mod 512)
append original length in bits mod (2 pow 64) to message

//Process the message in successive 512-bit chunks:
for each 512-bit chunk of message
    break chunk into sixteen 32-bit words M[j], 0 ≤ j ≤ 15
//Initialize hash value for this chunk:
    var int A := a0
    var int B := b0
    var int C := c0
    var int D := d0
//Main loop:
    for i from 0 to 63
        if 0 ≤ i ≤ 15 then
            F := (B and C) or ((not B) and D)
            g := i
        else if 16 ≤ i ≤ 31
            F := (D and B) or ((not D) and C)
            g := (5×i + 1) mod 16
        else if 32 ≤ i ≤ 47
            F := B xor C xor D
            g := (3×i + 5) mod 16
        else if 48 ≤ i ≤ 63
            F := C xor (B or (not D))
            g := (7×i) mod 16
//Be wary of the below definitions of a,b,c,d
        dTemp := D
        D := C
        C := B
        B := B + leftrotate((A + F + K[i] + M[g]), s[i])
        A := dTemp
    end for
//Add this chunk's hash to result so far:
    a0 := a0 + A
    b0 := b0 + B
    c0 := c0 + C
    d0 := d0 + D
end for

var char digest[16] := a0 append b0 append c0 append d0 //(Output is in little-endian)

//leftrotate function definition
leftrotate (x, c)
    return (x << c) binary or (x >> (32-c));

Note: Instead of the formulation from the original RFC 1321 shown, the following may be used for improved efficiency (useful if assembly language is being used – otherwise, the compiler will generally optimize the above code. Since each computation is dependent on another in these formulations, this is often slower than the above method where the nand/and can be parallelised):

( 0 ≤ i ≤ 15): F := D xor (B and (C xor D))
(16 ≤ i ≤ 31): F := C xor (D and (B xor C))

MD5 hashes[edit]

The 128-bit (16-byte) MD5 hashes (also termed message digests) are typically represented as a sequence of 32 "hexadecimal digits. The following demonstrates a 43-byte "ASCII input and the corresponding MD5 hash:

MD5(""The quick brown fox jumps over the lazy dog") =

Even a small change in the message will (with overwhelming probability) result in a mostly different hash, due to the "avalanche effect. For example, adding a period to the end of the sentence:

MD5(""The quick brown fox jumps over the lazy dog.") = 

The hash of the zero-length string is:

MD5("") = 

The MD5 algorithm is specified for messages consisting of any number of bits; it is not limited to multiples of eight bit ("octets, "bytes). Some MD5 implementations such as "md5sum might be limited to octets, or they might not support streaming for messages of an initially undetermined length.

See also[edit]


  1. ^ RFC 1321, section 3.4, "Step 4. Process Message in 16-Word Blocks", page 5.
  2. ^ Xie Tao; Fanbao Liu & Dengguo Feng (2013). "Fast Collision Attack on MD5." (PDF). 
  3. ^ Ciampa, Mark (2009). CompTIA Security+ 2008 in depth. Australia ; United States: Course Technology/Cengage Learning. p. 290. 
  4. ^ Chad R, Dougherty (31 Dec 2008). "Vulnerability Note VU#836068 MD5 vulnerable to collision attacks". Vulnerability notes database. CERT Carnegie Mellon University Software Engineering Institute. Retrieved 3 February 2017. 
  5. ^ a b J. Black, M. Cochran, T. Highland: A Study of the MD5 Attacks: Insights and Improvements, 3 March 2006. Retrieved 27 July 2008.
  6. ^ Philip Hawkes and Michael Paddon and Gregory G. Rose: Musings on the Wang et al. MD5 Collision, 13 October 2004. Retrieved 27 July 2008.
  7. ^ Bishop Fox (26 September 2013). "Fast MD5 and MD4 Collision Generators". Retrieved 10 February 2014. Faster implementation of techniques in How to Break MD5 and Other Hash Functions, by Xiaoyun Wang, et al. Old (2006) average run time on IBM P690 supercomputer: 1 hour. New average run time on P4 1.6ghz PC: 45 minutes. 
  8. ^ Arjen Lenstra, Xiaoyun Wang, Benne de Weger: Colliding X.509 Certificates, Cryptology ePrint Archive Report 2005/067, 1 March 2005, revised 6 May 2005. Retrieved 27 July 2008.
  9. ^ Vlastimil Klima: Finding MD5 Collisions – a Toy For a Notebook, Cryptology ePrint Archive Report 2005/075, 5 March 2005, revised 8 March 2005. Retrieved 27 July 2008.
  10. ^ Vlastimil Klima: Tunnels in Hash Functions: MD5 Collisions Within a Minute, Cryptology ePrint Archive Report 2006/105, 18 March 2006, revised 17 April 2006. Retrieved 27 July 2008.
  11. ^ "Code Cracked! Cyber Command Logo Mystery Solved". "USCYBERCOM. "Wired News. 8 July 2010. Retrieved 29 July 2011. 
  12. ^ Tao Xie; Dengguo Feng (2010). "Construct MD5 Collisions Using Just A Single Block Of Message" (PDF). Retrieved 28 July 2011. 
  13. ^ "Marc Stevens – Research – Single-block collision attack on MD5". 2012. Retrieved 10 April 2014. 
  14. ^ "RFC 6151 – Updated Security Considerations for the MD5 Message-Digest and the HMAC-MD5 Algorithms". Internet Engineering Task Force. March 2011. Retrieved 11 November 2013. 
  15. ^ "RFC 1321 – The MD5 Message-Digest Algorithm". Internet Engineering Task Force. April 1992. Retrieved 5 October 2013. 
  16. ^ "RFC 2104 – HMAC: Keyed-Hashing for Message Authentication". Internet Engineering Task Force. February 1997. Retrieved 5 October 2013. 
  17. ^ M.M.J. Stevens (June 2007). "On Collisions for MD5" (PDF). [...] we are able to find collisions for MD5 in about 224.1 compressions for recommended IHV's which takes approx. 6 seconds on a 2.6GHz Pentium 4. 
  18. ^ Marc Stevens; Arjen Lenstra; Benne de Weger (16 June 2009). "Chosen-prefix Collisions for MD5 and Applications" (PDF). 
  19. ^ "New GPU MD5 cracker cracks more than 200 million hashes per second..". 
  20. ^ Magnus Daum, "Stefan Lucks. "Hash Collisions (The Poisoned Message Attack)". "Eurocrypt 2005 rump session. 
  21. ^ Max Gebhardt; Georg Illies; Werner Schindler. "A Note on the Practical Value of Single Hash Collisions for Special File Formats" (PDF). 
  22. ^ a b c d e Sotirov, Alexander; Marc Stevens; Jacob Appelbaum; Arjen Lenstra; David Molnar; Dag Arne Osvik; Benne de Weger (30 December 2008). "MD5 considered harmful today". Retrieved 30 December 2008.  Announced at the 25th "Chaos Communication Congress.
  23. ^ "Poisonous MD5 – Wolves Among the Sheep | Silent Signal Techblog". Retrieved 2015-06-10. 
  24. ^ Hans Dobbertin (Summer 1996). "The Status of MD5 After a Recent Attack" (PDF). CryptoBytes. Retrieved 22 October 2013. 
  25. ^ Xiaoyun Wang & Hongbo Yu (2005). "How to Break MD5 and Other Hash Functions" (PDF). Advances in Cryptology – Lecture Notes in Computer Science. pp. 19–35. Retrieved 21 December 2009. 
  26. ^ Xiaoyun Wang, Dengguo ,k.,m.,m, HAVAL-128 and "RIPEMD, Cryptology ePrint Archive Report 2004/199, 16 August 2004, revised 17 August 2004. Retrieved 27 July 2008.
  27. ^ Marc Stevens, Arjen Lenstra, Benne de Weger: Vulnerability of software integrity and code signing applications to chosen-prefix collisions for MD5, 30 November 2007. Retrieved 27 July 2008.
  28. ^ Stray, Jonathan (30 December 2008). "Web browser flaw could put e-commerce security at risk". " Retrieved 24 February 2009. 
  29. ^ "CERT Vulnerability Note VU#836068". Retrieved 9 August 2010. 
  30. ^ " — Computer Security Division — Computer Security Resource Center". Retrieved 9 August 2010. 
  31. ^ Dobbertin, Hans (Summer 1996). "The Status of MD5 After a Recent Attack" (PDF). RSA Laboratories CryptoBytes. 2 (2): 1. Retrieved 10 August 2010. The presented attack does not yet threaten practical applications of MD5, but it comes rather close. .... ["sic] in the future MD5 should no longer be implemented... ["sic] where a collision-resistant hash function is required. 
  32. ^ "Schneier on Security: More MD5 Collisions". Retrieved 9 August 2010. 
  33. ^ "Colliding X.509 Certificates". Retrieved 9 August 2010. 
  34. ^ "[Python-Dev] hashlib — faster md5/sha, adds sha256/512 support". Retrieved 9 August 2010. 
  35. ^ "Researchers Use PlayStation Cluster to Forge a Web Skeleton Key". Wired. 31 December 2008. Retrieved 31 December 2008. 
  36. ^ Callan, Tim (31 December 2008). "This morning's MD5 attack — resolved". Verisign. Retrieved 31 December 2008. 
  37. ^ Bruce Schneier (31 December 2008). "Forging SSL Certificates". Schneier on Security. Retrieved 10 April 2014. 
  38. ^ "Flame malware collision attack explained". 
  39. ^ Eric Rescorla (2004-08-17). "A real MD5 collision". Educated Guesswork (blog). Archived from the original on 2014-08-15. Retrieved 2015-04-13. 
  40. ^ Anton A. Kuznetsov. "An algorithm for MD5 single-block collision attack using highperformance computing cluster" (PDF). IACR. Retrieved 2014-11-03. 
  41. ^ Yu Sasaki; Kazumaro Aoki (16 April 2009). "Finding Preimages in Full MD5 Faster Than Exhaustive Search". "Springer Berlin Heidelberg. 
  42. ^ Ming Mao and Shaohui Chen and Jin Xu (2009). "Construction of the Initial Structure for Preimage Attack of MD5". International Conference on Computational Intelligence and Security. "IEEE Computer Society. 1: 442–445. "doi:10.1109/CIS.2009.214. "ISBN "978-0-7695-3931-7. 
  43. ^ "Availability and description of the File Checksum Integrity Verifier utility". Microsoft Support. 17 June 2013. Retrieved 10 April 2014. 
  44. ^ "How to compute the MD5 or SHA-1 cryptographic hash values for a file". Microsoft Support. 23 January 2007. Retrieved 10 April 2014. 
  45. ^ "FreeBSD Handbook, Security – DES, Blowfish, MD5, and Crypt". Retrieved 2014-10-19. 
  46. ^ "Synopsis – man pages section 4: File Formats". 1 January 2013. Retrieved 10 April 2014. 
  47. ^ NIST SP 800-132 Section 5.1
  48. ^ RFC 1321, section 2, "Terminology and Notation", Page 2.

Further reading[edit]

External links[edit]

) )