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m0wer
m0wer@stacker.news
npub1w3va...4c5c
JoinMarket NG
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m0wer 2 months ago
A to B - Decentralized Bitcoin Logistics | Anywhere to Bitcoin
A to B - Decentralized Bitcoin Logistics
Start from Anywhere and get to Bitcoin. Do jobs, stack sats, build reputation. Peer-to-peer logistics powered by Nostr and Bitcoin.
 Real implementation of
Stacker News
Decentralized Shipping Protocol: The Missing Link for a Truly Free Global Market \ stacker news
Description: Just as Bitcoin enabled sovereignty over money, a decentralized shipping protocol would enable sovereignty over trade. An LN/Bisq insp...
Stacker News
A to B - Decentralized Bitcoin Logistics | Anywhere to Bitcoin \ stacker news
Real implementation of https://stacker.news/items/976326 [5 comments]
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m0wer 3 months ago
DeepSeek-V3.2: “Intelligence will become too cheap to meter” - YouTube Breaking down what made DeepSeek V3.2 such an important paper, how is DeepSeek-V3.2-Speciale so good, how DeepSeek has created this model, and explaining DeepSeek's new secret weapon: DeepSeek Sparse Attention (DSA).
Stacker News
DeepSeek-V3.2: “Intelligence will become too cheap to meter” - YouTube \ stacker news
Breaking down what made DeepSeek V3.2 such an important paper, how is DeepSeek-V3.2-Speciale so good, how DeepSeek has created this model, and expl...
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m0wer 3 months ago
Advent of Code 2025
Advent of Code 2025
 Advent of Code is an Advent calendar of small programming puzzles for a variety of skill levels that can be solved in any programming language you like. People use them as interview prep, company training, university coursework, practice problems, a speed contest, or to challenge each other.
Stacker News
Advent of Code 2025 \ stacker news
Advent of Code is an Advent calendar of small programming puzzles for a variety of skill levels that can be solved in any programming language you ...
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m0wer 3 months ago
Analyze JoinMarket Bitcoin CoinJoin transactions using ILP.
GitHub
GitHub - m0wer/joinmarket_analyzer: Analyze JoinMarket Bitcoin CoinJoin transactions using ILP.
Analyze JoinMarket Bitcoin CoinJoin transactions using ILP. - m0wer/joinmarket_analyzer
 # JoinMarket Analyzer: Understanding CoinJoin Change Outputs I've released a tool called **joinmarket-analyzer** to match inputs and change outputs in JoinMarket transactions, identifying who the taker was. **Goal:** The purpose is **not to spread FUD**, but to raise awareness. It's crucial to understand that this analysis **only affects change outputs**. The equal-amount outputs—which provide the actual privacy in a CoinJoin—remain indistinguishable. The tool uses Integer Linear Programming (ILP) to match inputs with their respective changes and determine which participant is the likely "Taker" (the one initiating the transaction and paying fees) and which are the "Makers" (liquidity providers earning fees). ## Example Usage You can run it easily with Docker: ```bash docker run --rm ghcr.io/m0wer/joinmarket_analyzer:master \ 0cb4870cf2dfa3877851088c673d163ae3c20ebcd6505c0be964d8fbcc856bbf \ --max-fee-rel 0.001 --max-solutions 1 ``` ## Results The tool outputs the probable structure of the transaction: ``` ... Taker: Participant 4 (pays 21,368 sats) 💰 Participant 1 (maker) Inputs: [0] Outputs: Equal=6.3M sats, Change=113M sats Fee receives: 458 sats ... 🎯 Participant 4 (taker) Inputs: [4] Outputs: Equal=6.3M sats, No change output Fee pays: 21,368 sats ... ``` [View this transaction on mempool.space](
The Mempool Open Source Project®
Explore the full Bitcoin ecosystem with The Mempool Open Source Project®. See the real-time status of your transactions, get network info, and more.
 ## Future Possibilities This tool lays the groundwork for more advanced privacy research: * **Entropy Evaluation:** Measure how "ambiguous" change outputs are. If multiple valid solutions exist, the Taker is harder to pinpoint. * **Algorithm Design:** Evaluate and improve taker algorithms to intentionally create ambiguous change structures. * **Market Stats:** Analyze historical CoinJoins to gather statistics on fee limits used by takers and earnings by makers. Check out the code and contribute: https://github.com/m0wer/joinmarket-analyzer
Stacker News
Analyze JoinMarket Bitcoin CoinJoin transactions using ILP. \ stacker news
JoinMarket Analyzer: Understanding CoinJoin Change Outputs I've released a tool called joinmarket-analyzer to match inputs and change outputs in Jo...
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