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SEI-SHIELD: Robust Specific Emitter Identification Under Label Noise Via Self-Supervised Filtering and Iterative Rescue

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SEI-SHIELD: Robust Specific Emitter Identification Under Label Noise Via Self-Supervised Filtering and Iterative Rescue

·11 min read·Ruixiang Zhang, Zinan Zhou, Yezhuo Zhang et al.

SEI-SHIELD tackles a practical weakness in specific emitter identification: deep SEI models can look strong on clean data yet collapse when training labels are noisy due to channel ambiguity, annot…

researchspecific-emitter-identificationlabel-noiseself-supervised-learningcontrastive-learning

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Unconditional Authentication in Quantum Key Distribution via Hybrid Entangled Physical Unclonable Functions

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Unconditional Authentication in Quantum Key Distribution via Hybrid Entangled Physical Unclonable Functions

·11 min read·Nicolas Laurent-Puig, Mina Doosti, Adriano Innocenzi et al.

This paper tackles a long-standing bootstrapping problem in QKD: the classical channel must be authenticated, but standard information-theoretic authentication usually needs a pre-shared secret, wh…

researchquantum-key-distributionauthenticationphysical-unclonable-functionhybrid-quantum-hardware

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WAAA! Web Adversaries Against Agentic Browsers

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WAAA! Web Adversaries Against Agentic Browsers

·12 min read·Sohom Datta, Alex Nahapetyan, William Enck et al.

This paper addresses a critical blind spot in agentic browser security research: while prior work focused exclusively on indirect prompt injection (explicit adversarial instructions embedded in pag…

researchagentic-browsersllm-securityprompt-injectionweb-security

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Audio-Visual Intelligence in Large Foundation Models

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Audio-Visual Intelligence in Large Foundation Models

·11 min read·You Qin, Kai Liu, Shengqiong Wu et al.

This is a survey paper rather than an empirical model paper, so its contribution is conceptual synthesis: it organizes the fast-growing audio-visual intelligence (AVI) literature under a unified fr…

researchaudio-visual-intelligencefoundation-modelssurveymultimodal-learning

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Conditional Diffusion Sampling

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Conditional Diffusion Sampling

·9 min read·Francisco M. Castro-Macías, Pablo Morales-Álvarez, Saifuddin Syed et al.

This paper addresses the challenging problem of sampling from complex, unnormalized multimodal distributions when density evaluations are costly

researchconditional-diffusionparallel-temperingstochastic-interpolantssampling-multimodal-distributions

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dtour: a steerable tour de vis through high-dimensional data

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dtour: a steerable tour de vis through high-dimensional data

·12 min read·Fritz Lekschas, Nezar Abdennur

dtour addresses a persistent gap in high-dimensional data visualization: any single 2D projection of a p-dimensional dataset discards all structure orthogonal to the chosen projection plane, yet ex…

researchdimensionality-reductionembedding-visualizationhigh-dimensional-datainteractive-visualization

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Fast, accurate, high-resolution simulation of large-scale Fermi-Hubbard models on a digital quantum processor

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Fast, accurate, high-resolution simulation of large-scale Fermi-Hubbard models on a digital quantum processor

·11 min read·Gavin S. Hartnett, Khadijeh Sona Najafi, Aleksei Khindanov et al.

This paper tackles a very practical bottleneck in digital quantum simulation: how to run large, long-time Fermi-Hubbard dynamics on real hardware without the circuit cost and noise overwhelming the…

researchdigital-quantum-simulationfermi-hubbardtrotterizationfermion-to-qubit-mapping

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