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A Dual Perspective on Synthetic Trajectory Generators: Utility Framework and Pri

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1 SIGNALFIRST DETECTED 22 April 2026
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8 Apr
ActivityEditor: Learning to Synthesize Physically Valid Human Mobility

arXiv:2604.05529v1 Announce Type: new Abstract: Human mobility modeling is indispensable for diverse urban applications. However, existing data-driven methods often suffer from

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12 Sept
Demystifying the Privacy-Utility Trade-off in LLM Interactions

arXiv:2609.10992v1 Announce Type: new Abstract: The integration of Large Language Models into daily tasks relies on context-rich instructions, inevitably exposing sensitive user

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20 May
POLAR-Bench: A Diagnostic Benchmark for Privacy-Utility Trade-offs in LLM Agents

arXiv:2605.19127v1 Announce Type: new Abstract: LLM agents increasingly have access to private user data and act on the user's behalf when interacting with third-party systems.

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