In this work, we consider constructions of coding schemes against two well-studied classes of tampering functions; namely, bit-wise tampering functions (where the adversary tampers each bit of the encoding independently) and the much more general class of split-state adversaries (where two independent adversaries arbitrarily tamper each half of the encoded sequence). We obtain the following results for these models.
1. For bit-tampering adversaries, we obtain explicit and efficiently encodable and decodable non-malleable codes of length $n$ achieving rate $1-o(1)$ and error (also known as "exact security") $\exp(-\tilde{\Omega}(n^{1/7}))$. Alternatively, it is possible to improve the error to $\exp(-\tilde{\Omega}(n))$ at the cost of making the construction Monte Carlo with success probability $1-\exp(-\Omega(n))$ (while still allowing a compact description of the code). Previously, the best known construction of bit-tampering coding schemes was due to Dziembowski et al. (ICS 2010), which is a Monte Carlo construction achieving rate close to .1887.
2. We initiate the study of seedless non-malleable extractors as a natural variation of the notion of non-malleable extractors introduced by Dodis and Wichs (STOC 2009). We show that construction of non-malleable codes for the split-state model reduces to construction of non-malleable two-source extractors. We prove a general result on existence of seedless non-malleable extractors, which implies that codes obtained from our reduction can achieve rates arbitrarily close to 1/5 and exponentially small error. In a separate recent work, the authors show that the optimal rate in this model is 1/2. Currently, the best known explicit construction of split-state coding schemes is due to Aggarwal, Dodis and Lovett (ECCC TR13-081) which only achieves vanishing (polynomially small) rate.
Category / Keywords: cryptographic protocols / Information Theory, Tamper-Resilient Cryptography, Coding Theory, Error detection, Randomness Extractors Date: received 4 Sep 2013 Contact author: cheraghchi at gmail com Available format(s): PDF | BibTeX Citation Version: 20130905:210623 (All versions of this report) Short URL: ia.cr/2013/565