Mathematical Proofs for Truthful Rebate Mechanisms (TFRM)

by escholar...July 1st, 2025
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This appendix presents formal mathematical proofs for theorems and claims introduced in Sections 4–7 of the TFRM study, validating redistribution and truthfulness constraints.
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Abstract and 1. Introduction

  1. Related Work

  2. Preliminaries

    3.1 TFMs: Desirable Properties

    3.2 Groves’ Redistribution Mechanism (RM)

  3. IDEAL-TFRM: Impossibility of Achieving Strictly Positive Redistribution Index

  4. Transaction Fee Redistribution Mechanism (TFRM)

  5. R-TFRM: A TFRM Robust to Miner Manipulation

    6.1 R-TFRM: Analyzing Impact of Miner Manipulation on Rebate and Miner Revenue

  6. R2-TFRM: Robust and Rational TFRM

  7. Conclusion and References

A. Proofs for Results from Section 4 and 5

B. Proofs for Results from Section 6

C. Proofs for Results from Section 7


A PROOFS FOR RESULTS FROM SECTION 4 AND 5

A.1 Proof of Theorem 2

Theorem (Ideal-TFRM Impossibility). If𝑟 ★ is an anonymous rebate function that satisfies Theorem 1, no Ideal-TFRM can guarantee a non-zero redistribution index (RI) in the worst case.


A.2 Proof of Theorem 3

B PROOFS FOR RESULTS FROM SECTION 6

B.1 Proof of Claim 1



B.2 Proof of Claim 2



B.3 Proof of Claim 3



B.4 Proof of Claim 4



B.5 Proof of Theorem 4

Theorem*. For any𝑛 and 𝑘 such that𝑛 ≥ 𝑘+2, the R-TFRMmechanism is unique. The fraction redistributed to the top-k users in the worst-case is given by:*




B.6 Proof of Theorem 5



C PROOFS FOR RESULTS FROM SECTION 7

C.1 Proof of Theorem 6



C.2 Proof of Theorem 7




Proof. Similar to Theorem 5, the fraction of redistribution remains constant. For every true user (not fake), the 𝛼𝑘/𝑛 fraction of the payment is returned back as the rebate in expectation.


Authors:

(1) Sankarshan Damle, IIIT, Hyderabad, Hyderbad, India (sankarshan.damle@research.iiit.ac.in);

(2) Manisha Padala, IISc, Bangalore, Bangalore, India (manishap@iisc.ac.in);

(3) Sujit Gujar, IIIT, Hyderabad, Hyderbad, India (sujit.gujar@iiit.ac.in).


This paper is available on arxiv under CC BY 4.0 DEED license.


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