I'm interested in finding an algorithm that can encode a piece of data into a sort of hash (as in that is impossible to convert back into the source data, except by brute force), but also has a unique output for every unique input. The size of the output doesn't matter.
It should be able to hash the same input twice though, and give the same output, so regular encryption with a random, discarded key won't suffice. Nor will regular encryption with a known key, or a salt, because they would be exposed to attackers.
Does such a thing exist?
Can it event theoretically exist, or is the data-destroying part of normal hash algorithms critical for the irreversible characteristic?
What use would something like this be? Well, imagine a browser with a list of websites that should be excluded from the history (like NSFW sites). If this list is saved unencoded or encrypted with a key known on the system, it's readable not just by the browser but also by bosses, wives, etc.
If instead the website addresses are stored hashed, they can't be read, but the browser can check if a site is present in the list.
Using a normal hash function could result in false positives (however unlikely).
I'm not building a browser, I have no plan to actually use the answer. I'm just curious and interested in encryption and such.
Given the definition of a hash;
A cryptographic hash function is a deterministic procedure that takes an arbitrary block of data and returns a fixed-size bit string, the (cryptographic) hash value, such that an accidental or intentional change to the data will change the hash value.
no - it's not theoretically possible. A hash value is of a fixed length that is generally smaller than the data it is hashing (unless the data being hashed is less than the fixed length of the hash). They will always lose data, and as such there can always be collisions (a hash function is considered good if the risk of collision is low, and infeasible to compute.)
In theory it's impossible for outputs that are shorter than the input. This trivially follows from the pidgeon-hole principle.
You could use asymmetric encryption where you threw away the private key. That way it's technically lossless encryption, but nobody will be able to easily reverse it. Note that this is much slower than normal hashing, and the output will be larger than the input.
But the probability of collision drops exponentially with the hash size. A good 256 bit hash is collision free for all practical purposes. And by that I mean hashing for billions of years with all computers in the world will almost certainly not produce collision.
Your extended question shows two problems.
What use would something like this be? Well, imagine a browser with a list of websites that should be excluded from the history (like NSFW sites). If this list is saved unencoded or encrypted with a key known on the system, it's readable not just by the browser but also by bosses, wives, etc.
If instead the website addresses are stored hashed, they can't be read, but the browser can check if a site is present in the list.
Brute force is trivial in this use case. Just find the list of all domains/the zone file. Wouldn't be surprised if a good list is downloadable somewhere.
Using a normal hash function could result in false positives (however unlikely).
The collision probability of a hash is much lower(especially since you have no attacker that tries to provoke a collision in this scenario) than the probability of hardware error.
So my conclusion is to combine a secret with a slow hash.
byte[] secret=DeriveKeyFromPassword(pwd, salt, enough iterations for this to take perhaps a second)
and then for the actual hash use a KDF again combining the secret and the domain name.
Any form of lossless public encryption where you forget the private key.
Well, any lossless compressor with a password would work.
Or you could salt your input with some known (to you) text. This would give you something as long as the input. You could then run some sort of lossless compression on the result, which would make it shorter.
you can find a hash function with a low probability of that happening, but i think all of them are prone to birthday attack, you can try to use a function with a large size output to minimize that probability
Well what about md5 hash? sha1 hash?
I don't think it can exist; if you can put anything into them and get a different result, it couldn't be a fixed length byte array, and it would lose a lot of its usefulness.
Perhaps instead of a hash what you are looking for is reversible encryption? That should be unique. Won't be fast, but it will be unique.
Related
I believe I can download the code to PHP or Linux or whatever and look directly at the source code for the MD5 function. Could I not then reverse engineer the encryption?
Here's the code - http://dollar.ecom.cmu.edu/sec/cryptosource.htm
It seems like any encryption method would be useless if "the enemy" has the code it was created with. Am I wrong?
That is actually a good question.
MD5 is a hash function -- it "mixes" input data in such a way that it should be unfeasible to do a number of things, including recovering the input given the output (it is not encryption, there is no key and it is not meant to be inverted -- rather the opposite). A handwaving description is that each input bit is injected several times in a large enough internal state, which is mixed such that any difference quickly propagates to the whole state.
MD5 is public since 1992. There is no secret, and has never been any secret, to the design of MD5.
MD5 is considered cryptographically broken since 2004, year of publication of the first collision (two distinct input messages which yield the same output); it was considered "weak" since 1996 (when some structural properties were found, which were believed to ultimately help in building collisions). However, there are other hash functions, which are as public as MD5 is, and for which no weakness is known yet: the SHA-2 family. Newer hash functions are currently being evaluated as part of the SHA-3 competition.
The really troubling part is that there is no known mathematical proof that a hash function may actually exist. A hash function is a publicly described efficient algorithm, which can be embedded as a logic circuit of a finite, fixed and small size. For the practitioners of computational complexity, it is somewhat surprising that it is possible to exhibit a circuit which cannot be inverted. So right now we only have candidates: functions for which nobody has found weaknesses yet, rather than function for which no weakness exists. On the other hand, the case of MD5 shows that, apparently, getting from known structural weaknesses to actual collisions to attacks takes a substantial amount of time (weaknesses in 1996, collisions in 2004, applied collisions -- to a pair of X.509 certificates -- in 2008), so the current trend is to use algorithm agility: when we use a hash function in a protocol, we also think about how we could transition to another, should the hash function prove to be weak.
It is not an encryption, but a one way hashing mechanism. It digests the string and produces a (hopefully) unique hash.
If it were a reversible encryption, zip and tar.gz formats would be quite verbose. :)
The reason it doesn't help hackers too much (obviously knowing how one is made is beneficial) is that if they find a password to a system that is hashed, e.g. 2fcab58712467eab4004583eb8fb7f89, they need to know the original string used to create it, and also if any salt was used. That is because when you login, for obvious reasons, the password string is hashed with the same method as it is generated and then that resulting hash is compared to what is stored.
Also, many developers are migrating to bcrypt which incorporates a work factor, if the hashing takes 1 second as opposed to .01 second, it greatly slows down generating a rainbow table for you application, and those old PHP sites using md5() only become the low hanging fruit.
Further reading on bcrypt.
One of the criteria of good cryptographic operations is that knowledge of the algorithm should not make it easier to break the encryption. So an encryption should not be reversible without knowledge of the algorithm and the key, and a hash function must not be reversible regardless of knowledge of the algorithm (the term used is "computationally infeasible").
MD5 and other hash function (like SHA-1 SHA-256, etc) perform a one-way operation on data that creates a digest or "fingerprint" that is usually much smaller than than the plaintext. This one way function cannot be reversed to retrieve the plaintext, even when you know exactly what the function does.
Likewise, knowledge of an encryption algorithm doesn't make it any easier (assuming a good algorithm) to recover plaintext from ciphertext. The reverse process is "computationally infeasible" without knowledge of the encryption key used.
So I have the code for a hashing function, and from the looks of it, there's no way to simply unhash it (lots of bitwise ANDs, ORs, Shifts, etc). My question is, if I need to find out the original value before being hashed, is there a more efficient way than just brute forcing a set of possible values?
Thanks!
EDIT: I should add that in my case, the original message will never be longer than several characters, for my purposes.
EDIT2: Out of curiosity, are there any ways to do this on the run, without precomputed tables?
Yes; rainbow table attacks. This is especially true for hashes of shorter strings. i.e. hashes of small strings like 'true' 'false' 'etc' can be stored in a dictionary and can be used as a comparison table. This speeds up cracking process considerably. Also if the hash size is short (i.e. MD5) the algorithm becomes especially easy to crack. Of course, the way around this issue is combining 'cryptographic salts' with passwords, before hashing them.
There are two very good sources of info on the matter: Coding Horror: Rainbow Hash Cracking and
Wikipedia: Rainbow table
Edit: Rainbox tables can tage tens of gigabytes so downloading (or reproducing) them may take weeks just to make simple tests. Instead, there seems to be some online tools for reversing simple hashes: http://www.onlinehashcrack.com/ (i.e. try to reverse 463C8A7593A8A79078CB5C119424E62A which is MD5 hash of the word 'crack')
"Unhashing" is called a "preimage attack": given a hash output, find a corresponding input.
If the hash function is "secure" then there is no better attack than trying possible inputs until a hit is found; for a hash function with a n-bit output, the average number of hash function invocations will be about 2n, i.e. Way Too Much for current earth-based technology if n is greater than 180 or so. To state it otherwise: if an attack method faster than this brute force method is found, for a given hash function, then the hash function is deemed irreparably broken.
MD5 is considered broken, but for other weaknesses (there is a published method for preimages with cost 2123.4, which is thus about 24 times faster than the brute force cost -- but it is still so far in the technologically unfeasible that it cannot be confirmed).
When the hash function input is known to be part of a relatively small space (e.g. it is a "password", so it could fit in the brain of a human user), then one can optimize preimage attacks by using precomputed tables: the attacker still has to pay the search cost once, but he can reuse his tables to attack multiple instances. Rainbow tables are precomputed tables with a space-efficient compressed representation: with rainbow tables, the bottleneck for the attacker is CPU power, not the size of his hard disks.
Assuming the "normal case", the original message will be many times longer than the hash. Therefore, it is in principle absolutely impossible to derive the message from the hash, simply because you cannot calculate information that is not there.
However, you can guess what's probably the right message, and there exist techniques to accelerate this process for common messages (such as passwords), for example rainbow tables. It is very likely that if something that looks sensible is the right message if the hash matches.
Finally, it may not be necessary at all to find the good message as long as one can be found which will pass. This is the subject of a known attack on MD5. This attack lets you create a different message which gives the same hash.
Whether this is a security problem or not depends on what exactly you use the hash for.
This may sound trivial, but if you have the code to the hashing function, you could always override a hash table container class's hash() function (or similar, depending on your programming language and environment). That way, you can hash strings of say 3 characters or less, and then you can store the hash as a key by which you obtain the original string, which appears to be exactly what you want. Use this method to construct your own rainbow table, I suppose. If you have the code to the program environment in which you want to find these values out, you could always modify it to store hashes in the hash table.
I was reading wikipedia, and it says
Cryptographic hash functions are a third type of cryptographic algorithm.
They take a message of any length as input, and output a short,
fixed length hash which can be used in (for example) a digital signature.
For good hash functions, an attacker cannot find two messages that produce the same hash.
But why? What I understand is that you can put the long Macbeth story into the hash function and get a X long hash out of it. Then you can put in the Beowulf story to get another hash out of it again X long.
So since this function maps loads of things into a shorter length, there is bound to be overlaps, like I might put in the story of the Hobit into the hash function and get the same output as Beowulf, ok, but this is inevitable right (?) since we are producing a shorter length output from our input? And even if the output is found, why is it a problem?
I can imagine if I invert it and get out Hobit instead of Beowulf, that would be bad but why is it useful to the attacker?
Best,
Yes, of course there will be collisions for the reasons you describe.
I suppose the statement should really be something like this: "For good hash functions, an attacker cannot find two messages that produce the same hash, except by brute-force".
As for the why...
Hash algorithms are often used for authentication. By checking the hash of a message you can be (almost) certain that the message itself hasn't been tampered with. This relies on it being infeasible to find two messages that generate the same hash.
If a hash algorithm allows collisions to be found relatively easily then it becomes useless for authentication because an attacker could then (theoretically) tamper with a message and have the tampered message generate the same hash as the original.
Yes, it's inevitable that there will be collisions when mapping a long message onto a shorter hash, as the hash cannot contain all possible values of the message. For the same reason you cannot 'invert' the hash to uniquely produce either Beowulf or The Hobbit - but if you generated every possible text and filtered out the ones that had your particular hash value, you'd find both texts (amongst billions of others).
The article is saying that it should be hard for an attacker to find or construct a second message that has the same hash value as a first. Cryptographic hash functions are often used as proof that a message hasn't been tampered with - if even a single bit of data flips then the hash value should be completely different.
A couple of years back, Dutch researchers demonstrated weaknesses in MD5 by publishing a hash of their "prediction" for the US presidential election. Of course, they had no way of knowing the outcome in advance - but with the computational power of a PS3 they constructed a PDF file for each candidate, each with the same hash value. The implications for MD5 - already on its way down - as a trusted algorithm for digital signatures became even more dire...
Cryptographic hashes are used for authentication. For instance, peer-to-peer protocols rely heavily on them. They use them to make sure that an ill-intentioned peer cannot spoil the download for everyone else by distributing packets that contain garbage. The torrent file that describes a download contains the hashes for each block. With this check in place, the victim peer can find out that he has been handled a corrupted block and download it again from someone else.
The attacker would like to replace Beowulf by Hobbit to increase saxon poetry's visibility, but the cryptographic hash that is used in the protocol won't let him.
If it is easy to find collisions then the attacker could create malicious data, and simply prepend it with dummy data until the collision is found. The hash check would then pass for the malicious data. That is why collisions should only be possible via brute force and be as rare as possible.
Alternatively collisions are also a problem with Certificates.
Is it possible to reverse a SHA-1?
I'm thinking about using a SHA-1 to create a simple lightweight system to authenticate a small embedded system that communicates over an unencrypted connection.
Let's say that I create a sha1 like this with input from a "secret key" and spice it with a timestamp so that the SHA-1 will change all the time.
sha1("My Secret Key"+"a timestamp")
Then I include this SHA-1 in the communication and the server, which can do the same calculation. And hopefully, nobody would be able to figure out the "secret key".
But is this really true?
If you know that this is how I did it, you would know that I did put a timestamp in there and you would see the SHA-1.
Can you then use those two and figure out the "secret key"?
secret_key = bruteforce_sha1(sha1, timestamp)
Note1:
I guess you could brute force in some way, but how much work would that actually be?
Note2:
I don't plan to encrypt any data, I just would like to know who sent it.
No, you cannot reverse SHA-1, that is exactly why it is called a Secure Hash Algorithm.
What you should definitely be doing though, is include the message that is being transmitted into the hash calculation. Otherwise a man-in-the-middle could intercept the message, and use the signature (which only contains the sender's key and the timestamp) to attach it to a fake message (where it would still be valid).
And you should probably be using SHA-256 for new systems now.
sha("My Secret Key"+"a timestamp" + the whole message to be signed)
You also need to additionally transmit the timestamp in the clear, because otherwise you have no way to verify the digest (other than trying a lot of plausible timestamps).
If a brute force attack is feasible depends on the length of your secret key.
The security of your whole system would rely on this shared secret (because both sender and receiver need to know, but no one else). An attacker would try to go after the key (either but brute-force guessing or by trying to get it from your device) rather than trying to break SHA-1.
SHA-1 is a hash function that was designed to make it impractically difficult to reverse the operation. Such hash functions are often called one-way functions or cryptographic hash functions for this reason.
However, SHA-1's collision resistance was theoretically broken in 2005. This allows finding two different input that has the same hash value faster than the generic birthday attack that has 280 cost with 50% probability. In 2017, the collision attack become practicable as known as shattered.
As of 2015, NIST dropped SHA-1 for signatures. You should consider using something stronger like SHA-256 for new applications.
Jon Callas on SHA-1:
It's time to walk, but not run, to the fire exits. You don't see smoke, but the fire alarms have gone off.
The question is actually how to authenticate over an insecure session.
The standard why to do this is to use a message digest, e.g. HMAC.
You send the message plaintext as well as an accompanying hash of that message where your secret has been mixed in.
So instead of your:
sha1("My Secret Key"+"a timestamp")
You have:
msg,hmac("My Secret Key",sha(msg+msg_sequence_id))
The message sequence id is a simple counter to keep track by both parties to the number of messages they have exchanged in this 'session' - this prevents an attacker from simply replaying previous-seen messages.
This the industry standard and secure way of authenticating messages, whether they are encrypted or not.
(this is why you can't brute the hash:)
A hash is a one-way function, meaning that many inputs all produce the same output.
As you know the secret, and you can make a sensible guess as to the range of the timestamp, then you could iterate over all those timestamps, compute the hash and compare it.
Of course two or more timestamps within the range you examine might 'collide' i.e. although the timestamps are different, they generate the same hash.
So there is, fundamentally, no way to reverse the hash with any certainty.
In mathematical terms, only bijective functions have an inverse function. But hash functions are not injective as there are multiple input values that result in the same output value (collision).
So, no, hash functions can not be reversed. But you can look for such collisions.
Edit
As you want to authenticate the communication between your systems, I would suggest to use HMAC. This construct to calculate message authenticate codes can use different hash functions. You can use SHA-1, SHA-256 or whatever hash function you want.
And to authenticate the response to a specific request, I would send a nonce along with the request that needs to be used as salt to authenticate the response.
It is not entirely true that you cannot reverse SHA-1 encrypted string.
You cannot directly reverse one, but it can be done with rainbow tables.
Wikipedia:
A rainbow table is a precomputed table for reversing cryptographic hash functions, usually for cracking password hashes. Tables are usually used in recovering a plaintext password up to a certain length consisting of a limited set of characters.
Essentially, SHA-1 is only as safe as the strength of the password used. If users have long passwords with obscure combinations of characters, it is very unlikely that existing rainbow tables will have a key for the encrypted string.
You can test your encrypted SHA-1 strings here:
http://sha1.gromweb.com/
There are other rainbow tables on the internet that you can use so Google reverse SHA1.
Note that the best attacks against MD5 and SHA-1 have been about finding any two arbitrary messages m1 and m2 where h(m1) = h(m2) or finding m2 such that h(m1) = h(m2) and m1 != m2. Finding m1, given h(m1) is still computationally infeasible.
Also, you are using a MAC (message authentication code), so an attacker can't forget a message without knowing secret with one caveat - the general MAC construction that you used is susceptible to length extension attack - an attacker can in some circumstances forge a message m2|m3, h(secret, m2|m3) given m2, h(secret, m2). This is not an issue with just timestamp but it is an issue when you compute MAC over messages of arbitrary length. You could append the secret to timestamp instead of pre-pending but in general you are better off using HMAC with SHA1 digest (HMAC is just construction and can use MD5 or SHA as digest algorithms).
Finally, you are signing just the timestamp and the not the full request. An active attacker can easily attack the system especially if you have no replay protection (although even with replay protection, this flaw exists). For example, I can capture timestamp, HMAC(timestamp with secret) from one message and then use it in my own message and the server will accept it.
Best to send message, HMAC(message) with sufficiently long secret. The server can be assured of the integrity of the message and authenticity of the client.
You can depending on your threat scenario either add replay protection or note that it is not necessary since a message when replayed in entirety does not cause any problems.
Hashes are dependent on the input, and for the same input will give the same output.
So, in addition to the other answers, please keep the following in mind:
If you start the hash with the password, it is possible to pre-compute rainbow tables, and quickly add plausible timestamp values, which is much harder if you start with the timestamp.
So, rather than use
sha1("My Secret Key"+"a timestamp")
go for
sha1("a timestamp"+"My Secret Key")
I believe the accepted answer is technically right but wrong as it applies to the use case: to create & transmit tamper evident data over public/non-trusted mediums.
Because although it is technically highly-difficult to brute-force or reverse a SHA hash, when you are sending plain text "data & a hash of the data + secret" over the internet, as noted above, it is possible to intelligently get the secret after capturing enough samples of your data. Think about it - your data may be changing, but the secret key remains the same. So every time you send a new data blob out, it's a new sample to run basic cracking algorithms on. With 2 or more samples that contain different data & a hash of the data+secret, you can verify that the secret you determine is correct and not a false positive.
This scenario is similar to how Wifi crackers can crack wifi passwords after they capture enough data packets. After you gather enough data it's trivial to generate the secret key, even though you aren't technically reversing SHA1 or even SHA256. The ONLY way to ensure that your data has not been tampered with, or to verify who you are talking to on the other end, is to encrypt the entire data blob using GPG or the like (public & private keys). Hashing is, by nature, ALWAYS insecure when the data you are hashing is visible.
Practically speaking it really depends on the application and purpose of why you are hashing in the first place. If the level of security required is trivial or say you are inside of a 100% completely trusted network, then perhaps hashing would be a viable option. Hope no one on the network, or any intruder, is interested in your data. Otherwise, as far as I can determine at this time, the only other reliably viable option is key-based encryption. You can either encrypt the entire data blob or just sign it.
Note: This was one of the ways the British were able to crack the Enigma code during WW2, leading to favor the Allies.
Any thoughts on this?
SHA1 was designed to prevent recovery of the original text from the hash. However, SHA1 databases exists, that allow to lookup the common passwords by their SHA hash.
Is it possible to reverse a SHA-1?
SHA-1 was meant to be a collision-resistant hash, whose purpose is to make it hard to find distinct messages that have the same hash. It is also designed to have preimage-resistant, that is it should be hard to find a message having a prescribed hash, and second-preimage-resistant, so that it is hard to find a second message having the same hash as a prescribed message.
SHA-1's collision resistance is broken practically in 2017 by Google's team and NIST already removed the SHA-1 for signature purposes in 2015.
SHA-1 pre-image resistance, on the other hand, still exists. One should be careful about the pre-image resistance, if the input space is short, then finding the pre-image is easy. So, your secret should be at least 128-bit.
SHA-1("My Secret Key"+"a timestamp")
This is the pre-fix secret construction has an attack case known as the length extension attack on the Merkle-Damgard based hash function like SHA-1. Applied to the Flicker. One should not use this with SHA-1 or SHA-2. One can use
HMAC-SHA-256 (HMAC doesn't require the collision resistance of the hash function therefore SHA-1 and MD5 are still fine for HMAC, however, forgot about them) to achieve a better security system. HMAC has a cost of double call of the hash function. That is a weakness for time demanded systems. A note; HMAC is a beast in cryptography.
KMAC is the pre-fix secret construction from SHA-3, since SHA-3 has resistance to length extension attack, this is secure.
Use BLAKE2 with pre-fix construction and this is also secure since it has also resistance to length extension attacks. BLAKE is a really fast hash function, and now it has a parallel version BLAKE3, too (need some time for security analysis). Wireguard uses BLAKE2 as MAC.
Then I include this SHA-1 in the communication and the server, which can do the same calculation. And hopefully, nobody would be able to figure out the "secret key".
But is this really true?
If you know that this is how I did it, you would know that I did put a timestamp in there and you would see the SHA-1. Can you then use those two and figure out the "secret key"?
secret_key = bruteforce_sha1(sha1, timestamp)
You did not define the size of your secret. If your attacker knows the timestamp, then they try to look for it by searching. If we consider the collective power of the Bitcoin miners, as of 2022, they reach around ~293 double SHA-256 in a year. Therefore, you must adjust your security according to your risk. As of 2022, NIST's minimum security is 112-bit. One should consider the above 128-bit for the secret size.
Note1: I guess you could brute force in some way, but how much work would that actually be?
Given the answer above. As a special case, against the possible implementation of Grover's algorithm ( a Quantum algorithm for finding pre-images), one should use hash functions larger than 256 output size.
Note2: I don't plan to encrypt any data, I just would like to know who sent it.
This is not the way. Your construction can only work if the secret is mutually shared like a DHKE. That is the secret only known to party the sender and you. Instead of managing this, a better way is to use digital signatures to solve this issue. Besides, one will get non-repudiation, too.
Any hashing algorithm is reversible, if applied to strings of max length L. The only matter is the value of L. To assess it exactly, you could run the state of art dehashing utility, hashcat. It is optimized to get best performance of your hardware.
That's why you need long passwords, like 12 characters. Here they say for length 8 the password is dehashed (using brute force) in 24 hours (1 GPU involved). For each extra character multiply it by alphabet length (say 50). So for 9 characters you have 50 days, for 10 you have 6 years, and so on. It's definitely inaccurate, but can give us an idea, what the numbers could be.
Someone told me that he has seen software systems that:
retrieve MD5 encrypted passwords from other systems;
decrypt the encrypted passwords and
store the passwords in the database of the system using the systems own algorithm.
Is that possible? I thought that it wasn't possible / feasible to decrypt MD5 hashes.
I know there are MD5 dictionaries, but is there an actual decryption algorithm?
No. MD5 is not encryption (though it may be used as part of some encryption algorithms), it is a one way hash function. Much of the original data is actually "lost" as part of the transformation.
Think about this: An MD5 is always 128 bits long. That means that there are 2128 possible MD5 hashes. That is a reasonably large number, and yet it is most definitely finite. And yet, there are an infinite number of possible inputs to a given hash function (and most of them contain more than 128 bits, or a measly 16 bytes). So there are actually an infinite number of possibilities for data that would hash to the same value. The thing that makes hashes interesting is that it is incredibly difficult to find two pieces of data that hash to the same value, and the chances of it happening by accident are almost 0.
A simple example for a (very insecure) hash function (and this illustrates the general idea of it being one-way) would be to take all of the bits of a piece of data, and treat it as a large number. Next, perform integer division using some large (probably prime) number n and take the remainder (see: Modulus). You will be left with some number between 0 and n. If you were to perform the same calculation again (any time, on any computer, anywhere), using the exact same string, it will come up with the same value. And yet, there is no way to find out what the original value was, since there are an infinite number of numbers that have that exact remainder, when divided by n.
That said, MD5 has been found to have some weaknesses, such that with some complex mathematics, it may be possible to find a collision without trying out 2128 possible input strings. And the fact that most passwords are short, and people often use common values (like "password" or "secret") means that in some cases, you can make a reasonably good guess at someone's password by Googling for the hash or using a Rainbow table. That is one reason why you should always "salt" hashed passwords, so that two identical values, when hashed, will not hash to the same value.
Once a piece of data has been run through a hash function, there is no going back.
You can't - in theory. The whole point of a hash is that it's one way only. This means that if someone manages to get the list of hashes, they still can't get your password. Additionally it means that even if someone uses the same password on multiple sites (yes, we all know we shouldn't, but...) anyone with access to the database of site A won't be able to use the user's password on site B.
The fact that MD5 is a hash also means it loses information. For any given MD5 hash, if you allow passwords of arbitrary length there could be multiple passwords which produce the same hash. For a good hash it would be computationally infeasible to find them beyond a pretty trivial maximum length, but it means there's no guarantee that if you find a password which has the target hash, it's definitely the original password. It's astronomically unlikely that you'd see two ASCII-only, reasonable-length passwords that have the same MD5 hash, but it's not impossible.
MD5 is a bad hash to use for passwords:
It's fast, which means if you have a "target" hash, it's cheap to try lots of passwords and see whether you can find one which hashes to that target. Salting doesn't help with that scenario, but it helps to make it more expensive to try to find a password matching any one of multiple hashes using different salts.
I believe it has known flaws which make it easier to find collisions, although finding collisions within printable text (rather than arbitrary binary data) would at least be harder.
I'm not a security expert, so won't make a concrete recommendation beyond "Don't roll your own authentication system." Find one from a reputable supplier, and use that. Both the design and implementation of security systems is a tricky business.
Technically, it's 'possible', but under very strict conditions (rainbow tables, brute forcing based on the very small possibility that a user's password is in that hash database).
But that doesn't mean it's
Viable
or
Secure
You don't want to 'reverse' an MD5 hash. Using the methods outlined below, you'll never need to. 'Reversing' MD5 is actually considered malicious - a few websites offer the ability to 'crack' and bruteforce MD5 hashes - but all they are are massive databases containing dictionary words, previously submitted passwords and other words. There is a very small chance that it will have the MD5 hash you need reversed. And if you've salted the MD5 hash - this won't work either! :)
The way logins with MD5 hashing should work is:
During Registration:
User creates password -> Password is hashed using MD5 -> Hash stored in database
During Login:
User enters username and password -> (Username checked) Password is hashed using MD5 -> Hash is compared with stored hash in database
When 'Lost Password' is needed:
2 options:
User sent a random password to log in, then is bugged to change it on first login.
or
User is sent a link to change their password (with extra checking if you have a security question/etc) and then the new password is hashed and replaced with old password in database
Not directly. Because of the pigeonhole principle, there is (likely) more than one value that hashes to any given MD5 output. As such, you can't reverse it with certainty. Moreover, MD5 is made to make it difficult to find any such reversed hash (however there have been attacks that produce collisions - that is, produce two values that hash to the same result, but you can't control what the resulting MD5 value will be).
However, if you restrict the search space to, for example, common passwords with length under N, you might no longer have the irreversibility property (because the number of MD5 outputs is much greater than the number of strings in the domain of interest). Then you can use a rainbow table or similar to reverse hashes.
Not possible, at least not in a reasonable amount of time.
The way this is often handled is a password "reset". That is, you give them a new (random) password and send them that in an email.
You can't revert a md5 password.(in any language)
But you can:
give to the user a new one.
check in some rainbow table to maybe retrieve the old one.
No, he must have been confused about the MD5 dictionaries.
Cryptographic hashes (MD5, etc...) are one way and you can't get back to the original message with only the digest unless you have some other information about the original message, etc. that you shouldn't.
Decryption (directly getting the the plain text from the hashed value, in an algorithmic way), no.
There are, however, methods that use what is known as a rainbow table. It is pretty feasible if your passwords are hashed without a salt.
MD5 is a hashing algorithm, you can not revert the hash value.
You should add "change password feature", where the user gives another password, calculates the hash and store it as a new password.
There's no easy way to do it. This is kind of the point of hashing the password in the first place. :)
One thing you should be able to do is set a temporary password for them manually and send them that.
I hesitate to mention this because it's a bad idea (and it's not guaranteed to work anyway), but you could try looking up the hash in a rainbow table like milw0rm to see if you can recover the old password that way.
See all other answers here about how and why it's not reversible and why you wouldn't want to anyway.
For completeness though, there are rainbow tables which you can look up possible matches on. There is no guarantee that the answer in the rainbow table will be the original password chosen by your user so that would confuse them greatly.
Also, this will not work for salted hashes. Salting is recommended by many security experts.
No, it is not possible to reverse a hash function such as MD5: given the output hash value it is impossible to find the input message unless enough information about the input message is known.
Decryption is not a function that is defined for a hash function; encryption and decryption are functions of a cipher such as AES in CBC mode; hash functions do not encrypt nor decrypt. Hash functions are used to digest an input message. As the name implies there is no reverse algorithm possible by design.
MD5 has been designed as a cryptographically secure, one-way hash function. It is now easy to generate collisions for MD5 - even if a large part of the input message is pre-determined. So MD5 is officially broken and MD5 should not be considered a cryptographically secure hash anymore. It is however still impossible to find an input message that leads to a hash value: find X when only H(X) is known (and X doesn't have a pre-computed structure with at least one 128 byte block of precomputed data). There are no known pre-image attacks against MD5.
It is generally also possible to guess passwords using brute force or (augmented) dictionary attacks, to compare databases or to try and find password hashes in so called rainbow tables. If a match is found then it is computationally certain that the input has been found. Hash functions are also secure against collision attacks: finding X' so that H(X') = H(X) given H(X). So if an X is found it is computationally certain that it was indeed the input message. Otherwise you would have performed a collision attack after all. Rainbow tables can be used to speed up the attacks and there are specialized internet resources out there that will help you find a password given a specific hash.
It is of course possible to re-use the hash value H(X) to verify passwords that were generated on other systems. The only thing that the receiving system has to do is to store the result of a deterministic function F that takes H(X) as input. When X is given to the system then H(X) and therefore F can be recalculated and the results can be compared. In other words, it is not required to decrypt the hash value to just verify that a password is correct, and you can still store the hash as a different value.
Instead of MD5 it is important to use a password hash or PBKDF (password based key derivation function) instead. Such a function specifies how to use a salt together with a hash. That way identical hashes won't be generated for identical passwords (from other users or within other databases). Password hashes for that reason also do not allow rainbow tables to be used as long as the salt is large enough and properly randomized.
Password hashes also contain a work factor (sometimes configured using an iteration count) that can significantly slow down attacks that try to find the password given the salt and hash value. This is important as the database with salts and hash values could be stolen. Finally, the password hash may also be memory-hard so that a significant amount of memory is required to calculate the hash. This makes it impossible to use special hardware (GPU's, ASIC's, FPGA's etc.) to allow an attacker to speed up the search. Other inputs or configuration options such as a pepper or the amount of parallelization may also be available to a password hash.
It will however still allow anybody to verify a password given H(X) even if H(X) is a password hash. Password hashes are still deterministic, so if anybody has knows all the input and the hash algorithm itself then X can be used to calculate H(X) and - again - the results can be compared.
Commonly used password hashes are bcrypt, scrypt and PBKDF2. There is also Argon2 in various forms which is the winner of the reasonably recent password hashing competition. Here on CrackStation is a good blog post on doing password security right.
It is possible to make it impossible for adversaries to perform the hash calculation verify that a password is correct. For this a pepper can be used as input to the password hash. Alternatively, the hash value can of course be encrypted using a cipher such as AES and a mode of operation such as CBC or GCM. This however requires the storage of a secret / key independently and with higher access requirements than the password hash.
MD5 is considered broken, not because you can get back the original content from the hash, but because with work, you can craft two messages that hash to the same hash.
You cannot un-hash an MD5 hash.
There is no way of "reverting" a hash function in terms of finding the inverse function for it. As mentioned before, this is the whole point of having a hash function. It should not be reversible and it should allow for fast hash value calculation. So the only way to find an input string which yields a given hash value is to try out all possible combinations. This is called brute force attack for that reason.
Trying all possible combinations takes a lot of time and this is also the reason why hash values are used to store passwords in a relatively safe way. If an attacker is able to access your database with all the user passwords inside, you loose in any case. If you have hash values and (idealistically speaking) strong passwords, it will be a lot harder to get the passwords out of the hash values for the attacker.
Storing the hash values is also no performance problem because computing the hash value is relatively fast. So what most systems do is computing the hash value of the password the user keyed in (which is fast) and then compare it to the stored hash value in their user database.
You can find online tools that use a dictionary to retrieve the original message.
In some cases, the dictionary method might just be useless:
if the message is hashed using a SALT message
if the message is hash more than once
For example, here is one MD5 decrypter online tool.
The only thing that can be work is (if we mention that the passwords are just hashed, without adding any kind of salt to prevent the replay attacks, if it is so you must know the salt)by the way, get an dictionary attack tool, the files of many words, numbers etc. then create two rows, one row is word,number (in dictionary) the other one is hash of the word, and compare the hashes if matches you get it...
that's the only way, without going into cryptanalysis.
The MD5 Hash algorithm is not reversible, so MD5 decode in not possible, but some website have bulk set of password match, so you can try online for decode MD5 hash.
Try online :
MD5 Decrypt
md5online
md5decrypter
Yes, exactly what you're asking for is possible.
It is not possible to 'decrypt' an MD5 password without help, but it is possible to re-encrypt an MD5 password into another algorithm, just not all in one go.
What you do is arrange for your users to be able to logon to your new system using the old MD5 password. At the point that they login they have given your login program an unhashed version of the password that you prove matches the MD5 hash that you have. You can then convert this unhashed password to your new hashing algorithm.
Obviously, this is an extended process because you have to wait for your users to tell you what the passwords are, but it does work.
(NB: seven years later, oh well hopefully someone will find it useful)
No, it cannot be done. Either you can use a dictionary, or you can try hashing different values until you get the hash that you are seeking. But it cannot be "decrypted".
MD5 has its weaknesses (see Wikipedia), so there are some projects, which try to precompute Hashes. Wikipedia does also hint at some of these projects. One I know of (and respect) is ophrack. You can not tell the user their own password, but you might be able to tell them a password that works. But i think: Just mail thrm a new password in case they forgot.
In theory it is not possible to decrypt a hash value but you have some dirty techniques for getting the original plain text back.
Bruteforcing: All computer security algorithm suffer bruteforcing. Based on this idea today's GPU employ the idea of parallel programming using which it can get back the plain text by massively bruteforcing it using any graphics processor. This tool hashcat does this job. Last time I checked the cuda version of it, I was able to bruteforce a 7 letter long character within six minutes.
Internet search: Just copy and paste the hash on Google and see If you can find the corresponding plaintext there. This is not a solution when you are pentesting something but it is definitely worth a try. Some websites maintain the hash for almost all the words in the dictionary.
MD5 is a cryptographic (one-way) hash function, so there is no direct way to decode it. The entire purpose of a cryptographic hash function is that you can't undo it.
One thing you can do is a brute-force strategy, where you guess what was hashed, then hash it with the same function and see if it matches. Unless the hashed data is very easy to guess, it could take a long time though.
It is not yet possible to put in a hash of a password into an algorithm and get the password back in plain text because hashing is a one way thing. But what people have done is to generate hashes and store it in a big table so that when you enter a particular hash, it checks the table for the password that matches the hash and returns that password to you. An example of a site that does that is http://www.md5online.org/ . Modern password storage system counters this by using a salting algorithm such that when you enter the same password into a password box during registration different hashes are generated.
No, you can not decrypt/reverse the md5 as it is a one-way hash function till you can not found a extensive vulnerabilities in the MD5.
Another way is there are some website has a large amount of set of password database, so you can try online to decode your MD5 or SHA1 hash string.
I tried a website like http://www.mycodemyway.com/encrypt-and-decrypt/md5 and its working fine for me but this totally depends on your hash if that hash is stored in that database then you can get the actual string.