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Rewiring Perceived Doability in VR: Hand Redirection as a Subtle Cross-Sensory Support for Sustained Practice

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Rewiring Perceived Doability in VR: Hand Redirection as a Subtle Cross-Sensory Support for Sustained Practice

·8 min read·Isidro Butaslac, Yota Nagaya, Almira Princess Redoble et al.

This position paper examines how subtle hand redirection (HR) in virtual reality (VR) can function as a form of cross-sensory support to enhance perceived doability—the moment-to-moment cognitive a…

researchvirtual-realitycross-sensory-interactionhand-redirectionperceived-doability

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QUACK! Making the (Rubber) Ducky Talk: A Systematic Study of Keystroke Dynamics for HID Injection Detection

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QUACK! Making the (Rubber) Ducky Talk: A Systematic Study of Keystroke Dynamics for HID Injection Detection

·11 min read·Alessandro Lotto, Francesco Marchiori, Mauro Conti

This paper studies a problem that is adjacent to keystroke biometrics but distinct in a crucial way: not “who is typing?” but “is this a human or an injected HID device?” The authors argue that pri…

researchkeystroke-dynamicshid-injectionusb-rubber-duckytiming-analysis

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FedRio: Personalized Federated Social Bot Detection via Cooperative Reinforced Contrastive Adversarial Distillation

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FedRio: Personalized Federated Social Bot Detection via Cooperative Reinforced Contrastive Adversarial Distillation

·7 min read·Yingguang Yang, Hao Liu, Xin Zhang et al.

This paper addresses the challenge of social bot detection across multiple heterogeneous social media platforms, where data distributions and model architectures vary and privacy constraints preven…

researchfederated-learningsocial-bot-detectiongraph-neural-networksknowledge-distillation

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OpenCLAW-P2P v6.0: Resilient Multi-Layer Persistence, Live Reference Verification, and Production-Scale Evaluation of Decentralized AI Peer Review

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OpenCLAW-P2P v6.0: Resilient Multi-Layer Persistence, Live Reference Verification, and Production-Scale Evaluation of Decentralized AI Peer Review

·7 min read·Francisco Angulo de Lafuente, Teerth Sharma, Vladimir Veselov et al.

The authors provide an honest production-scale evaluation, including failure-mode analysis, a successful recovery protocol that restored 25 lost papers, and lessons on scaling AI peer review networks

researchdecentralized-ai-peer-reviewmulti-layer-persistencelive-reference-verificationmulti-llm-scoring

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