Artifact of the paper: Liquidity Mining as an Attack Surface: Incentive-Induced Liquidity Attacks in Concentrated Liquidity Market Makers

This file is the self-contained reference code bundle for the paper Liquidity Mining as an Attack Surface: Incentive-Induced Liquidity Attacks in Concentrated Liquidity Market Makers. It is organized as a compact, submission-facing pipeline that reproduces the paper’s event discovery, event measurement, victim-loss calculation, and supplementary verification outputs from within these folders.

Folder Structure

• Part1/
  Detect candidate Alpha-token episodes and confirm breached one-tick events.
• Part2/
  Reconstruct confirmed events, compute the reported measurement outputs, and run the paper-primary victim-loss method.
• Verification/
  Run four bundled verification folders that produce supplementary checks and appendix-style exports.

Pipeline Architecture

Execution Order

Run the submission pipeline in the following order:

1. Part1/
   Run Steps 1 through 15 to produce the breached one-tick event set.
2. Part2/data_collection/
   Build the event-specific Mint/Burn, swap, token-info, and Alpha-token inputs needed for downstream analysis.
3. Part2/1-micro_filter/
   Produce the final screened event set.
4. Part2/2-metrics/
   Compute the time, market, and role outputs used in the paper.
5. Part2/3-victim_loss/
   Run the paper-primary victim-loss pipeline.
6. Verification/1_farmer_behavior/
7. Verification/2_pipeline_counts/
8. Verification/3_non_incentivized_pools/
9. Verification/4_manual_validation/

Paper-Primary Outputs

The paper-primary pipeline is:

• Part1/1 through Part1/15
• all of Part2/
• especially Part2/3-victim_loss/, which is the authoritative victim-loss method used in the paper

The verification scripts are supplementary. They do not replace the primary measurement or loss pipeline.

Reading Guide

• Read Part1/README.md for the episode-discovery pipeline.
• Read Part2/README.md for the event-measurement and victim-loss pipeline.
• Read Verification/README.md for the four bundled supplementary checks.