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SHA 256 Different Result

If I invoke the command from Mac

echo hello | shasum -a 256

or from ubuntu

echo hello | sha256sum

Then I get the following result

5891b5b522d5df086d0ff0b110fbd9d21bb4fc7163af34d08286a2e846f6be03  -

I notice there is dash at the end.

But when I use Python hashlib or Java java.security.MessageDigest, they give me the same result as follows:

2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824

So, could anyone point out where I got it wrong please?

Thanks.


Python:

>>> import hashlib
>>> hashlib.sha256("hello").hexdigest()

Java:

MessageDigest md = MessageDigest.getInstance("SHA-256");
String text = "hello";
md.update(text.getBytes("UTF-8"));
byte[] digest = md.digest();
StringBuffer sb = new StringBuffer();
for (int i = 0; i < digest.length; i++) {
    sb.append(String.format("%02x", digest[i] & 0xFF))
}
System.out.println(sb.toString());
like image 872
4af2e9eb6 Avatar asked Dec 23 '15 07:12

4af2e9eb6


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In principle SHA-256 is a well-defined deterministic function that should always yield the same output upon the same input.

Can SHA256 be different?

This is entirely spurious but will still result in a different textual representation but an identical value for the number. If the encoding of the string differs then the binary input of the hash algorithm differs, and you will get results that differ by about 50% of the bits for a common cryptographic hash.

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Yes, if you hash the same input with the same function, you will always get the same result. This follows from the fact that it is a hash-function. By definition a function is a relation between a set of inputs and a set of permissible outputs with the property that each input is related to exactly one output.

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2 Answers

The echo commands are adding a trailing newline to your string. Try:

hashlib.sha256("hello\n").hexdigest()
like image 70
Turn Avatar answered Sep 20 '22 15:09

Turn


TL;DR this is an extensive answer explaining character and hex encoding, you can skip this and look at the code below

The sha256sum and related commands are adding the dash: - in the output. These commands have been made to show hash values of *files. A single dash simply means that the input was from the standard inpuIt stream (i.e. there is no file name). Unfortunately I don't see an option to suppress the output, so you have to remove it yourself to get to the actual hash value.

So the hash utilities do not only return the hash value. A SHA-256 hash value simply consists of 32 bytes. As humans cannot read binary the binary is displayed using hexadecimals, but the actual value should still be thought of as bytes. The hexadecimal characters are just a representation of those bytes.

The input of hash functions consist of bits or rather bytes as well. This means that any difference in encoding text will mean that the hash value will be different. This is especially tricky when it comes to white-space and end-of-line encoding. Instead of adding a trailing newline it is probably better to suppress it with the -n command line option for the echo command in the case of "hello" though.

Beware that hexadecimals themselves can also be displayed in different ways; you would make sure whitespace is not present and that the comparison is case-insensitive or that the representation of the bytes always uses the same case.

Shell code

Using sha256sum:

echo -n "hello" | sha256sum | tr -d "[:space:]-"

Using OpenSSL command line:

echo -n hello | openssl sha256 -binary | od -An -tx1 | tr -d "[:space:]"

Here od -An -tx1 will show each byte separately, instead of grouping them which may lead to problems with endianness.

tr -d "[:space:] will remove spaces from the hexadecimals as well as the trailing newline. For sha256sum the dash file indicator is also removed (note the - at the end). This way it is possible to perform a textual (case insensitive) compare.

Python code

In Python without the trailing end of line:

print(hashlib.sha256("hello").hexdigest(), end="")

Java code

In the case of Java you should also make sure that the text encoding matches the system default encoding or you may get into trouble. So you should change:

md.update(text.getBytes("UTF-8"));

to

md.update(text.getBytes());

to get to the platform character encoding. If you don't the compare will fail if the encoding of the platform is not compatible with UTF-8 for the string you want to compare.

like image 29
Maarten Bodewes Avatar answered Sep 17 '22 15:09

Maarten Bodewes