A Quantum-Proof Non-Malleable Extractor, With Application to Privacy Amplification against Active Quantum Adversaries

In privacy amplification, two mutually trusted parties aim to amplify the secrecy of an initial shared secret $X$ in order to establish a shared private key $K$ by exchanging messages over an insecure communication channel. If the channel is authenticated the task can be solved in a single round of communication using a strong randomness extractor; choosing a quantum-proof extractor allows one to establish security against quantum adversaries. In the case that the channel is not authenticated, Dodis and Wichs (STOC'09) showed that the problem can be solved in two rounds of communication using a non-malleable extractor, a stronger pseudo-random construction than a strong extractor. We give the first construction of a non-malleable extractor that is secure against quantum adversaries. The extractor is based on a construction by Li (FOCS'12), and is able to extract from source of min-entropy rates larger than $1/2$. Combining this construction with a quantum-proof variant of the reduction of Dodis and Wichs, shown by Cohen and Vidick (unpublished), we obtain the first privacy amplification protocol secure against active quantum adversaries

Niekowalne ekstraktory losowości

We give an unconditional construction of a non-malleable extractor improving the solution from the recent paper "Privacy Amplification and Non-Malleable Extractors via Character Sums" by Dodis et al. (FOCS'11). There, the authors provide the first explicit example of a non-malleable extractor - a cryptographic primitive that significantly strengthens the notion of a classical randomness extractor. In order to make the extractor robust, so that it runs in polynomial time and outputs a linear number of bits, they rely on a certain conjecture on the least prime in a residue class. In this dissertation we present a modification of their construction that allows to remove that dependency and address an issue we identified in the original development. Namely, it required an additional assumption about feasibility of finding a primitive element in a finite field. As an auxiliary result, which can be of independent interest, we show an efficiently computable bijection between any order M subgroup of the multiplicative group of a finite field and a set of integers modulo M with the provision that M is a smooth number. Also, we provide a version of the baby-step giant-step method for solving multiple instances of the discrete logarithm problem in the multiplicative group of a prime field. It performs better than the generic algorithm when run on a machine without constant-time access to each memory cell, e.g., on a classical Turing machine.Rozprawa poświęcona jest analizie ekstraktorów losowości, czyli deterministycznych funkcji przekształcających niedoskonałe źródła losowości na takie, które są w statystycznym sensie bliskie rozkładom jednostajnym. Główny rezultat dysertacji stanowi bezwarunkowa i efektywna konstrukcja ekstraktora pewnego szczególnego typu, zwanego ekstraktorem niekowalnym. Jest to poprawienie wyniku z opublikowanej niedawno pracy "Privacy Amplification and Non-Malleable Extractors via Character Sums" autorstwa Dodisa i in. (FOCS'11). Podana tam konstrukcja stanowiła pierwszy jawny przykład ekstraktora niekowalnego, choć był to rezultat warunkowy, odwołujący się do pewnej hipotezy dotyczącej liczb pierwszych w postępach arytmetycznych. W rozprawie przedstawiona jest modyfikacja rozwiązania Dodisa i in., która pozwala na usunięcie tego dodatkowego założenia. Jednocześnie wskazana w dysertacji i występująca w oryginalnym rozumowaniu luka, związana z problemem wydajnego znajdowania generatora grupy multiplikatywnej w ciele skończonym, nie przenosi się na proponowaną w rozprawie konstrukcję

An entropy lower bound for non-malleable extractors

A (k, ε)-non-malleable extractor is a function nmExt : {0, 1} n × {0, 1} d → {0, 1} that takes two inputs, a weak source X ~ {0, 1} n of min-entropy k and an independent uniform seed s E {0, 1} d , and outputs a bit nmExt(X, s) that is ε-close to uniform, even given the seed s and the value nmExt(X, s') for an adversarially chosen seed s' ≠ s. Dodis and Wichs (STOC 2009) showed the existence of (k, ε)-non-malleable extractors with seed length d = log(n - k - 1) + 2 log(1/ε) + 6 that support sources of min-entropy k > log(d) + 2 log(1/ε) + 8. We show that the foregoing bound is essentially tight, by proving that any (k, ε)-non-malleable extractor must satisfy the min-entropy bound k > log(d) + 2 log(1/ε) - log log(1/ε) - C for an absolute constant C. In particular, this implies that non-malleable extractors require min-entropy at least Ω(loglog(n)). This is in stark contrast to the existence of strong seeded extractors that support sources of min-entropy k = O(log(1/ε)). Our techniques strongly rely on coding theory. In particular, we reveal an inherent connection between non-malleable extractors and error correcting codes, by proving a new lemma which shows that any (k, ε)-non-malleable extractor with seed length d induces a code C ⊆ {0,1} 2k with relative distance 1/2 - 2ε and rate d-1/2k

Non-Malleable Extractors and Codes, with their Many Tampered Extensions

Randomness extractors and error correcting codes are fundamental objects in computer science. Recently, there have been several natural generalizations of these objects, in the context and study of tamper resilient cryptography. These are seeded non-malleable extractors, introduced in [DW09]; seedless non-malleable extractors, introduced in [CG14b]; and non-malleable codes, introduced in [DPW10]. However, explicit constructions of non-malleable extractors appear to be hard, and the known constructions are far behind their non-tampered counterparts. In this paper we make progress towards solving the above problems. Our contributions are as follows. (1) We construct an explicit seeded non-malleable extractor for min-entropy $k \geq \log^2 n$. This dramatically improves all previous results and gives a simpler 2-round privacy amplification protocol with optimal entropy loss, matching the best known result in [Li15b]. (2) We construct the first explicit non-malleable two-source extractor for min-entropy $k \geq n-n^{\Omega(1)}$, with output size $n^{\Omega(1)}$ and error $2^{-n^{\Omega(1)}}$. (3) We initiate the study of two natural generalizations of seedless non-malleable extractors and non-malleable codes, where the sources or the codeword may be tampered many times. We construct the first explicit non-malleable two-source extractor with tampering degree $t$ up to $n^{\Omega(1)}$, which works for min-entropy $k \geq n-n^{\Omega(1)}$, with output size $n^{\Omega(1)}$ and error $2^{-n^{\Omega(1)}}$. We show that we can efficiently sample uniformly from any pre-image. By the connection in [CG14b], we also obtain the first explicit non-malleable codes with tampering degree $t$ up to $n^{\Omega(1)}$, relative rate $n^{\Omega(1)}/n$, and error $2^{-n^{\Omega(1)}}$.Comment: 50 pages; see paper for full abstrac

Non-Malleable Extractors - New Tools and Improved Constructions

A non-malleable extractor is a seeded extractor with a very strong guarantee - the output of a non-malleable extractor obtained using a typical seed is close to uniform even conditioned on the output obtained using any other seed. The first contribution of this paper consists of two new and improved constructions of non-malleable extractors: - We construct a non-malleable extractor with seed-length O(log(n) * log(log(n))) that works for entropy Omega(log(n)). This improves upon a recent exciting construction by Chattopadhyay, Goyal, and Li (STOC\u2716) that has seed length O(log^{2}(n)) and requires entropy Omega(log^{2}(n)). - Secondly, we construct a non-malleable extractor with optimal seed length O(log(n)) for entropy n/log^{O(1)}(n). Prior to this construction, non-malleable extractors with a logarithmic seed length, due to Li (FOCS\u2712), required entropy 0.49*n. Even non-malleable condensers with seed length O(log(n)), by Li (STOC\u2712), could only support linear entropy. We further devise several tools for enhancing a given non-malleable extractor in a black-box manner. One such tool is an algorithm that reduces the entropy requirement of a non-malleable extractor at the expense of a slightly longer seed. A second algorithm increases the output length of a non-malleable extractor from constant to linear in the entropy of the source. We also devise an algorithm that transforms a non-malleable extractor to the so-called t-non-malleable extractor for any desired t. Besides being useful building blocks for our constructions, we consider these modular tools to be of independent interest