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PuzzleMark: Implicit Jigsaw Learning for Robust Code Dataset Watermarking in Neural Code Completion Models

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PuzzleMark: Implicit Jigsaw Learning for Robust Code Dataset Watermarking in Neural Code Completion Models

·10 min read·Haocheng Huang, Yuchen Chen, Weisong Sun et al.

PuzzleMark addresses a very practical but underexplored problem: how to watermark high-value code datasets so an owner can later prove unauthorized use by neural code completion models, while avoid…

researchcode-watermarkingneural-code-completioncarrier-selectionblack-box-verification

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The DAMSA Experiment

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The DAMSA Experiment

·13 min read·Prithak Bhattarai, Andrew Brandt, Alan Bross et al.

DAMSA is a proposed very-short-baseline beam-dump experiment designed to search for short-lived particles that decay too early to be efficiently seen in conventional long-baseline beam-dump setups

researchbeam-dumpdark-sectoraxion-like-particlesshort-baseline

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Agent Name Service (ANS): A Proof-of-Concept Trust Layer for Secure AI Agent Discovery, Identity, and Governance in Kubernetes

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Agent Name Service (ANS): A Proof-of-Concept Trust Layer for Secure AI Agent Discovery, Identity, and Governance in Kubernetes

·6 min read·Akshay Mittal, Elyson De La Cruz

This paper addresses critical security and operational challenges in autonomous AI agent ecosystems, focusing on secure agent discovery, cryptographic authentication, capability attestation without…

researchagent-discoverycryptographic-identitykubernetes-securitypolicy-as-code

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Beyond Project-Based Learning: Conference-Style Writing as Authentic Assessment in Interdisciplinary Quantum Engineering Education

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Beyond Project-Based Learning: Conference-Style Writing as Authentic Assessment in Interdisciplinary Quantum Engineering Education

·8 min read·Nischal Binod Gautam, Enrique P. Blair

This paper asks a narrower question than the usual “does project-based learning work?” debate: in an introductory quantum mechanics course for engineers, does requiring students to finish their pro…

researchproject-based-learningauthentic-assessmentengineering-educationscientific-writing

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