#hash #bitcoin #data #order #operations #hashing #mu-hash3072

bitcoin-muhash

MuHash is a hashing algorithm that supports adding set elements in any order but also deleting in any order. As a result, it can maintain a running sum for a set of data as a whole, and add/remove when data is added to or removed from it. A downside is that computing an inverse is relatively expensive.

2 releases

0.1.16-alpha.0 Apr 1, 2023
0.1.12-alpha.0 Jan 19, 2023

#308 in #hashing

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244 downloads per month
Used in 33 crates (3 directly)

MIT license

280KB
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bitcoin-muhash

The bitcoin-muhash crate is a Rust implementation of the MuHash3072 hash function, which is used as a component of the Bitcoin system. This crate is part of a direct translation of the Bitcoin codebase from C++ to Rust, and is currently in the process of translation. Please note that some function bodies may still be in the process of being translated.

MuHash3072 is a hash function that takes an input message and produces a 3072-bit hash output. This hash function is used by the Bitcoin system for various purposes, including block validation and transaction verification.

The bitcoin-muhash crate provides Rust implementations of various functions related to the MuHash3072 hash function, including insert, remove, multiply, square, to_bytes, and many others. The crate also includes implementations of several mathematical operations such as multiplication, division, and reduction, which are used in the computation of the hash function.

While there may not be any specific mathematical equations or concepts involved in the bitcoin-muhash crate, the crate provides efficient implementations of various arithmetic operations that are essential for the computation of the MuHash3072 hash function.

Note that this crate is currently in the process of translation, and some function bodies may still be incomplete or subject to change.

19> thanks -- could you tell me about MuHash3072?

Sure, MuHash3072 is a hash function that is used as a component of the Bitcoin system. It was originally introduced in 2011 by the Bitcoin developer Jeff Garzik, and has since been widely adopted as a standard component of the Bitcoin software stack.

The MuHash3072 hash function is designed to produce a 3072-bit hash output from an input message of arbitrary length. It is based on the MurmurHash3 algorithm, which is a high-performance, non-cryptographic hash function that is widely used in software engineering and data processing applications.

MuHash3072 uses a combination of bit-shifting, XOR, and other bitwise operations to generate the hash output. It also makes use of a number of multiplication and reduction operations to ensure that the output is uniformly distributed across the entire 3072-bit output space.

In the Bitcoin system, the MuHash3072 hash function is used for various purposes, including block validation, transaction verification, and the generation of unique identifiers for various system components. It is considered to be a fast and efficient hash function that provides a good balance between performance and security for these applications.

20> what is a Num3072

Num3072 is likely a data type or structure used in the bitcoin-muhash crate to represent a 3072-bit integer or array of integers. It is possible that this data type is defined as a Rust struct, with various methods and operators defined to implement arithmetic operations on 3072-bit integers.

The exact implementation of the Num3072 type may vary depending on the specific needs and requirements of the bitcoin-muhash crate. However, it is likely to be a fundamental building block of the MuHash3072 hash function, as this function requires the manipulation of large, fixed-length integers in order to generate the 3072-bit hash output.

In general, working with large integers can be computationally intensive, as these operations typically require multiple bit-wise and arithmetic operations. However, by defining a custom data type like Num3072, the bitcoin-muhash crate can provide efficient implementations of these operations that are tailored to the specific needs of the MuHash3072 hash function.

21> why do we use this many bits?

The reason for using a 3072-bit hash output in the MuHash3072 hash function, and in the Bitcoin system more generally, is primarily to enhance security and resistance to attacks.

In general, longer hash outputs are considered to be more secure, as they provide a larger output space for the hash function, making it more difficult for attackers to find collisions (i.e. different input messages that produce the same hash output). With a longer hash output, the probability of two different input messages producing the same hash output is reduced.

In the case of Bitcoin, the 3072-bit hash output is used to ensure the security and integrity of various system components, including transaction verification and block validationk. By using a longer hash output, Bitcoin is able to provide a high level of security and protection against attacks, which is essential for maintaining the trust and reliability of the system.

It's worth noting that the exact choice of hash output size in Bitcoin, and in other cryptographic systems, is typically based on a combination of factors, including the desired level of security, the computational resources available for hashing operations, and the constraints imposed by the system architecture.

22> what about a limb? what is a limb?

In computer science and cryptography, a "limb" typically refers to a fixed-width integer type that is used to represent a portion of a larger, variable-length integer.

For example, in the context of the bitcoin-muhash crate, a "limb" may be a fixed-width integer type that is used to represent a portion of a 3072-bit integer. In general, the size of a limb is chosen to be a power of 2, such as 32 bits or 64 bits, in order to facilitate efficient bit-wise and arithmetic operations.

Using a fixed-width limb size can simplify the implementation of arithmetic operationsk on large integers, as each limb can be treated as a separate unit that can be processed independently. This can help to improve performance and reduce the complexity of the code.

The specific size and implementation of limbs may vary depending on the specific needs and requirements of the bitcoin-muhash crate, as well as the underlying hardware architecture of the system. However, the use of limbs is a common technique in cryptography and computer science for working with large, variable-length integers.

Dependencies

~88MB
~848K SLoC