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ActCam addresses the problem of jointly controlling character motion and camera trajectory in video generation — a capability that existing methods handle separately or require task-specific fine-t…
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This paper presents ActiveFlowMark (NATA — Non-invasive Active Traffic-correlation Analysis), an infrastructure-level active watermarking attack against Tor that does not require endpoint compromis…
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This paper tackles the chronic labeled-data problem in automated HTTP traffic privacy audits, where existing PII detectors (SVMs, BERT-style classifiers) must be retrained whenever a label taxonomy…
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AI CFD Scientist addresses the gap between generic LLM-based AI-scientist frameworks (designed for software-only ML research) and the stricter validity requirements of computational fluid dynamics
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This paper addresses the challenge posed by Algospeak—deliberate linguistic modulation by malicious actors to evade automated content moderation while preserving human understandability
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This paper addresses the unclear progress in Multimodal Domain Generalization (MMDG), a field aiming to improve robustness of models across unseen domains by leveraging multiple input modalities (e…
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This paper attacks a specific failure mode in GUI grounding—the task of localizing a UI element given a screenshot and a natural-language instruction—by diagnosing *why* state-of-the-art multimodal…
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This paper addresses the problem of lifting symplectic cohomology—a Floer-theoretic invariant of Liouville manifolds—to complex cobordism through stable homotopical refinements
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This paper addresses a structural question in commutative algebra: to what extent do finite S2-objects (coherent S2-sheaves on Noetherian schemes, finitely generated graded S2-modules) decompose ac…
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This paper addresses a structural security gap in self-hosted computer-use agents (SHCUAs) — systems like OpenClaw that combine LLM-driven planning with direct access to host-side resources includi…
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This paper investigates a phenomenon the authors term 'constraint decay': the systematic degradation in LLM agent performance on backend code generation as explicit non-functional structural requir…
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CRONA addresses the challenge of multi-modal embodied navigation by decomposing the problem across multiple specialized agents rather than forcing a single monolithic model to jointly align and rea…
