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20 results for “pseudorandom generators”

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cs.CRcs.AIcs.LGRecentMay 8, 2026

Seed Hijacking of LLM Sampling and Quantum Random Number Defense

Ziyang You, Xiaoke Yang, Zhanling Fan, Feng Guo +2 more

The paper introduces SeedHijack, a backdoor attack that manipulates the pseudorandom number generation process in LLMs to force specific token selections, and proposes a hardware quantum random number…

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cs.CRRecentMay 18, 2026

Structural Analysis of Cryptographic Sequences using Stringology-Based Fingerprinting

Victor Kebande

The paper introduces a stringology-based fingerprinting (SBF) framework to structurally analyze cryptographic sequences, demonstrating that pattern analysis can reveal measurable structural signatures…

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cs.CRcs.FLcs.MSRecentMar 20, 2026

Cellular Automata based Resource Efficient Maximally Equidistributed Pseudo-Random Number Generators

Bhuvaneswari A, Kamalika Bhattacharjee

The paper proposes a novel set of combined cellular automaton (CA)-based pseudo-random number generators (PRNGs) that overcome the weak equidistribution issues of existing CA-based PRNGs, achieving ma…

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quant-phcs.CRRecentMay 11, 2026

On Scalable Pseudorandom Unitaries and the Unitary Synthesis Problem

Zvika Brakerski, Henry Yuen

The paper establishes a strong connection between scalable pseudorandom unitaries (PRUs) and the unitary synthesis problem, proving that any such PRU construction must require a classical oracle of si…

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quant-phcs.CRRecentMay 29, 2026

Software Platform for Hybrid Pseudo-Random Sequence Generation and Predictability Analysis Based on LFSR and Mersenne Twister

Ali Abdolrahimi Zarnagh, Ali Motazedifard

The paper introduces a software platform for generating and analyzing pseudo-random sequences (like LFSR and Mersenne Twister), demonstrating that while these classical generators are efficient, quant…

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cs.DMcs.ITTheoreticalRecentJun 11, 2026

Entropic Generation of Binary Words

Olivier Bodini, Francis Durand

This paper introduces a novel algorithm for generating k Hamming weight binary words in linear time while minimizing random bit consumption.

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cs.CRmath.NTRecentApr 6, 2026

Cryptanalysis of the Legendre Pseudorandom Function over Extension Fields

Daksh Pandey

This paper provides the first comprehensive cryptanalysis of the Legendre Pseudorandom Function over extension fields, demonstrating key recovery attacks under both passive and active threat models.

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cs.CRRecentMay 30, 2026

One (Thread) Can Keep a (PRNG) Secret, but not Two

Ehood Porat, Amit Klein, Benny Pinkas

The paper details a novel, practical cryptanalytic attack exploiting a race-condition vulnerability in the XNU kernel's IPv6 Fragment ID PRNG, allowing attackers to predict and spoof fragment IDs.

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cs.CRRecentMay 19, 2026

High-Rate Public-Key Pseudorandom Codes for Edit Errors

Shengtang Huang, Xin Li, Songtao Mao, Zhaienhe Zhou

The paper constructs high-rate public-key pseudorandom codes (PRCs) robust against edit errors, providing the first such binary constructions under assumptions that yield Hamming-robust PRCs.

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quant-phcs.CRphysics.opticsRecentApr 1, 2026

Engineering a Phase-Noise-Based Quantum Random Number Generator for Real-Time Secure Applications: Design, Validation, and Scalability

Anurag K. S. V., Shubham Chouhan, K. Srinivasan, G. Raghavan +1 more

The paper presents a high-speed, phase-noise-based Quantum Random Number Generator (QRNG) that achieves a post-processed generation rate of 1.0 Gbps, suitable for real-time secure applications.

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cs.CRcs.LGRecentMay 13, 2026

DiffusionHijack: Supply-Chain PRNG Backdoor Attack on Diffusion Models and Quantum Random Number Defense

Ziyang You, Liling Zheng, Xiaoke Yang, Xuxing Lu

The paper introduces DiffusionHijack, a supply-chain backdoor attack that compromises the PRNG used by diffusion models to deterministically control generated images, which is successfully mitigated b…

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quant-phcs.CRRecentMar 27, 2026

Information-Theoretic Solutions for Seedless QRNG Bootstrapping and Hybrid PQC-QKD Key Combination

Juan Antonio Vieira Giestinhas, Timothy Spiller

The paper proposes a unified, information-theoretic framework using universal hash functions to solve the bootstrapping of seedless QRNGs and to securely combine PQC and QKD keys against quantum adver…

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cs.CRRecentJun 4, 2026

Towards Worst-case Hardness for Low-Noise LPN

Divesh Aggarwal, Rishav Gupta, Hai Hoang Nguyen, Kel Zin Tan +1 more

The paper presents a new worst-case to average-case reduction for the Learning Parity with Noise (LPN) problem, achieving hardness for inverse-polynomial noise rates previously unattainable.

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cs.DScs.CRmath.NTRecentMay 17, 2026

Module Lattice Security (Part III): Structured CVP Distance on the Log-Unit Lattice

Ming-Xing Luo

The paper analyzes the structured CVP distance on the log-unit lattice of cyclotomic fields, significantly reducing the conjectured CDPR factor for the ML-KEM cryptosystem from exponential to sub-poly…

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cs.CRRecentMar 19, 2026

A Complexity Hierarchy of Shuffles in Card-Based Protocols

Tomoki Ono, Suthee Ruangwises

This paper establishes a complexity hierarchy for shuffle operations used in card-based cryptography, classifying them by implementation difficulty and proving separations between these levels.

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cs.CRcs.AIcs.LGRecentApr 6, 2026

Undetectable Conversations Between AI Agents via Pseudorandom Noise-Resilient Key Exchange

Vinod Vaikuntanathan, Or Zamir

The paper demonstrates that AI agents can conduct a secret, undetectable conversation by exchanging a key using a novel cryptographic primitive, even if they start with no shared secret.

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cs.CRRecentApr 12, 2026

Public Key Encryption from High-Corruption Constraint Satisfaction Problems

Isaac M Hair, Amit Sahai

The paper introduces a novel public key encryption scheme with high security by leveraging the conjectured intractability of two types of highly corrupted constraint satisfaction problems (CSPs).

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cs.ITcs.CRRecentMay 22, 2026

On APN Exponents and the Differential and Boomerang Properties of Binomials in Characteristic 3

Namhun Koo, Soonhak Kwon, Minwoo Ko, Byunguk Kim

This paper systematically analyzes binomial functions over $\mathbb{F}_{p^n}$ in characteristic 3, providing a classification and rigorous proof of specific classes of exponents that yield extremely l…

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cs.CRcs.AIRecentApr 8, 2026

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation

Qian Ma, Sarah Rajtmajer

The paper proposes RPSG, a method that uses private seeds and differential privacy to generate highly realistic and strongly privacy-preserving synthetic data replicas of private text for LLMs.

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cs.CRRecentApr 30, 2026

SBN Explorer: An Empirical Study of Cryptographic Boolean Networks

Arnaud Valence

The paper systematically explores a vast design space of cryptographic Boolean networks by formalizing six structural constraints, finding that optimal designs result from sparse, mutually compatible…

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