elliotwutingfeng / balloon_hashing

Balloon Hashing implemented in Dart.

Balloon Hashing

Balloon Hashing implemented in Dart. All credit to Dan Boneh, Henry Corrigan-Gibbs, and Stuart Schechter. For more information see the research paper or their website for this project.

This is a direct port of the Python implementation by nachonavarro.

Warning: Please DO NOT use this code in production! It has not been tested rigorously for security vulnerabilities.

Background

Balloon Hashing is a new hashing function that, according to the paper, is:

• Built from Standard Primitives: Builds on top of other common hashing functions.
• Has Proven Memory-Hardness Properties: See paper.
• Resistant to Cache Attacks: The idea is that an adversary who can observe the memory access patterns of the buffer in the algorithm (for example through cached side-channels) still can't figure out the password being cached.
• Practical: Is as good as the best hashing functions used in production today.

Algorithm

The algorithm consists of three main parts, as explained in the paper.

The first step is the expansion, in which the system fills up a buffer with pseudorandom bytes derived from the password and salt by computing repeatedly the hash function on a combination of the password and the previous hash.

The second step is mixing, in which the system mixes timeCost number of times the pseudorandom bytes in the buffer. At each step in the for loop, it updates the nth block to be the hash of the n-1th block, the nth block, and delta other blocks chosen at random from the buffer.

In the last step, the extraction, the system outputs as the hash the last element in the buffer.

Usage

import 'package:balloon_hashing/balloon_hashing.dart';
import 'package:convert/convert.dart';

void main() {
  const String password = 'buildmeupbuttercup';
  const String salt = 'JqMcHqUcjinFhQKJ';
  print(balloonHash(password, salt));
  // OUTPUT: 2ec8d833db5f88e584ab793950ecfb21657a3816edea8d9e73ea23c13ba2b740

  const int delta = 5;
  const int timeCost = 18;
  const int spaceCost = 24;
  final String bs =
      hex.encode(balloon(password, salt, spaceCost, timeCost, delta: delta));
  print(bs);
  // OUTPUT: 69f86890cef40a7ec5f70daff1ce8e2cde233a15bffa785e7efdb5143af51bfb
}

Testing

# Run tests and compute test coverage
dart test --coverage "coverage"

# Generate `.lcov` report from `coverage` folder
dart run coverage:format_coverage --lcov --in coverage --out coverage.lcov --report-on lib

# Generate HTML code coverage report from `.lcov` report
# Note: On macOS/Linux you need to have `lcov` installed on your system
genhtml coverage.lcov -o coverage/html

Formatting

dart format .

References

• Julia implementation
• Kotlin implementation
• Python implementation
• Ruby implementation
• Rust implementation