利用 Bloom 过滤器为下一代实时网络提供快速和后量子认证

Kiarash Sedghighadikolaei, Attila A Yavuz
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引用次数: 0

摘要

智能电网和车载网络等大规模下一代网络系统通过敏感信息的实时通信促进了广泛的自动化和自主化。数字签名对此类应用至关重要,因为数字签名可提供具有不可抵赖性的可扩展广播认证。然而,即使是传统的安全签名(如 ECDSA、RSA)也会带来显著的加密延迟,从而破坏此类延迟感知系统的安全性。随着量子计算机的兴起,传统的可操作性问题被打破,这些传统的密码系统必须被后量子(PQ)安全系统所取代。然而,后量子安全签名比传统签名成本高得多,大大加剧了实时应用的延迟问题。我们提出了一种名为时间有效概率数据结构 HORS(TVPD-HORS)的新签名,它能在无法保证 PQ 安全性的情况下显著降低端到端延迟,适用于实时应用。我们利用特殊的概率数据结构作为高效的单向函数,这是我们创新的核心所在,从而大大加快了 HORS 作为 NIST PQ 密码标准基元的速度。TVPD-HORS 允许通过单哈希布鲁姆过滤器(One-hash Bloom Filter)对不同的输入大小进行可调且快速的处理,在时间有效的情况下表现出色,在这种情况下,使用较短的安全参数进行身份验证可用于寿命较短但对安全至关重要的信息。我们的研究表明,TVPD-HORS 验证在高安全性和时间有效设置下分别比 HORS 快 2.7 倍和 5 倍,TVPD-HORS 密钥生成也更快,签名速度与 HORS 相似。这些特性使 TVPD-HORS 成为提高 XMSS 和 SPHINCS+ 等 PQ 安全标准的高速时间验证版本的理想原型,为下一代网络的实时验证铺平了道路。
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Fast and Post-Quantum Authentication for Real-time Next Generation Networks with Bloom Filter
Large-scale next-generation networked systems like smart grids and vehicular networks facilitate extensive automation and autonomy through real-time communication of sensitive messages. Digital signatures are vital for such applications since they offer scalable broadcast authentication with non-repudiation. Yet, even conventional secure signatures (e.g., ECDSA, RSA) introduce significant cryptographic delays that can disrupt the safety of such delay-aware systems. With the rise of quantum computers breaking conventional intractability problems, these traditional cryptosystems must be replaced with post-quantum (PQ) secure ones. However, PQ-secure signatures are significantly costlier than their conventional counterparts, vastly exacerbating delay hurdles for real-time applications. We propose a new signature called Time Valid Probabilistic Data Structure HORS (TVPD-HORS) that achieves significantly lower end-to-end delay with a tunable PQ-security for real-time applications. We harness special probabilistic data structures as an efficient one-way function at the heart of our novelty, thereby vastly fastening HORS as a primitive for NIST PQ cryptography standards. TVPD-HORS permits tunable and fast processing for varying input sizes via One-hash Bloom Filter, excelling in time valid cases, wherein authentication with shorter security parameters is used for short-lived yet safety-critical messages. We show that TVPD-HORS verification is 2.7x and 5x faster than HORS in high-security and time valid settings, respectively. TVPD-HORS key generation is also faster, with a similar signing speed to HORS. Moreover, TVPD-HORS can increase the speed of HORS variants over a magnitude of time. These features make TVPD-HORS an ideal primitive to raise high-speed time valid versions of PQ-safe standards like XMSS and SPHINCS+, paving the way for real-time authentication of next-generation networks.
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