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Non-malleable Codes for Decision Trees

机译:决策树的不可恶意代码

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We construct efficient, unconditional non-malleable codes that are secure against tampering functions computed by decision trees of depth d = n~(1/4-o(1)). In particular, each bit of the tampered codeword is set arbitrarily after adaptively reading up to d arbitrary locations within the original codeword. Prior to this work, no efficient unconditional non-malleable codes were known for decision trees beyond depth O(log~2n). Our result also yields efficient, unconditional non-malleable codes that are exp(-n~(Ω(1)))-secure against constant-depth circuits of exp(n~(Ω(1))-size. Prior work of Chattopadhyay and Li (STOC 2017) and Ball et al. (FOCS 2018) only provide protection against exp(O(log~2 n))-size circuits with exp(-O(log~2 n))-security. We achieve our result through simple non-malleable reductions of decision tree tampering to split-state tampering. As an intermediary, we give a simple and generic reduction of leakage-resilient split-state tampering to split-state tampering with improved parameters. Prior work of Aggarwal et al. (TCC 2015) only provides a reduction to split-state non-malleable codes with decoders that exhibit particular properties.
机译:我们构造了有效的,无条件的,不可篡改的代码,这些代码对于由深度d = n〜(1 / 4-o(1))的决策树计算的篡改函数是安全的。特别地,在自适应地读取原始码字内的多达d个任意位置之后,任意设置被篡改的码字的每个比特。在进行这项工作之前,对于深度超过O(log〜2n)的决策树,尚无有效的无条件不可篡改代码。我们的结果还产生了有效的,无条件的,不可恶意的代码,它们针对exp(n〜(Ω(1))-size的恒定深度电路是exp(-n〜(Ω(1)))-安全的。 Li(STOC 2017)和Ball等人(FOCS 2018)仅针对具有exp(-O(log〜2 n))-安全性的exp(O(log〜2 n))大小的电路提供保护。通过将决策树篡改简单地非恶意地减少到分裂状态篡改而得到的结果作为中介,我们通过改进的参数将泄漏弹性的分裂状态篡改简单地和通用地减少到分裂状态篡改。等人(TCC 2015)仅使用具有特定属性的解码器减少了分裂状态的不可恶意编码。

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