Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:47:05.039309Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2507.08878.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:47:05.039309Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T14:45:13.371006Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
72 of 72 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation d804bb06-eae2-43be-8423-1a2e55abebff · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A review of internet of things for smart home: Challenges and solutions,
Reference 1
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Observation 93efae88-7940-40a6-bb43-9478b9842273 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models What we do– and don’t–know about the smart home: an analysis of the smart home literature,
Reference 2
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Observation d337c852-8626-4626-aec8-39d0f5fa8a41 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Thumbup: Secure smartwatch controller for smart homes using simple hand gestures,
Reference 3
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Observation d0e1e27f-907b-4310-9e18-d23f805cf9c3 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Lh-ids: Lightweight hybrid intrusion detection system based on differential privacy in vanets,
Reference 4
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Observation b6f1f439-a6cd-4caa-8b47-513914866dfd · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Sasha: creative goal-oriented reasoning in smart homes with large language models,
Reference 5
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Observation c39374df-3cb9-4764-b3b5-a92d33a33321 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models From amazon. com to amazon. love: How alexa is redefining companionship and interdepen- dence for people with special needs,
Reference 6
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Reference 7
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Edgellm: Fast on-device llm inference with speculative decoding,
Reference 8
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Observation 8789cfb5-4506-45bb-8283-d87b5c7fae52 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A Survey of Large Language Models
Reference 9
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Observation 1bf81a77-c3b9-4288-818f-a2cdaa01d32f · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Enhancing stability and resource efficiency in llm training for edge-assisted mobile systems,
Reference 10
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Observation d8212517-b712-4b63-ab5d-4d5d08e7edab · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Available: https://chat.openai.com/chat/
Reference 11
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Observation c442cf1e-459b-4dc4-a147-7ccf82aba8e5 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Verifiable symmetric searchable encryption for semi-honest-but-curious cloud servers,
Reference 12
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Observation aa2cf3c2-f9fc-4737-ab71-5ab27e505feb · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Towards personalized privacy-preserving incentive for truth discovery in mobile crowdsensing systems,
Reference 13
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Observation 4358f208-9da1-44cb-8477-9d36a67880de · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Cl-shield: A continuous learning system for protecting user privacy,
Reference 14
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Observation b15ddaf8-ddf8-4a50-81c9-9d553fda4026 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A triple real- time trajectory privacy protection mechanism based on edge computing and blockchain in mobile crowdsourcing,
Reference 15
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Observation b3f03663-2a2d-4e6a-a4f6-657b78ae455f · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Cross-app interference threats in smart homes: Categorization, detection and handling,
Reference 16
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Fedconv: A learning-on-model paradigm for heterogeneous federated clients,
Reference 17
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Feddm: Data and model heterogeneity-aware federated learning via dynamic weight sharing,
Reference 18
Source-reported events for the cited work
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Observation 34aa475d-ed59-468a-ab2a-82f8b0fdf0ad · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Hierarchical and heterogeneous federated learning via a learning-on- model paradigm,
Reference 19
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Observation 8c3a0d3f-28b8-4ef8-85c5-ea8e782e81bc · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Scaling Laws for Neural Language Models
Reference 20
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Observation 4838012e-4344-4c0d-bae4-3e60e1b56477 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models SAGE: Smart home Agent with Grounded Execution
Reference 21
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Observation e6b1a22d-7171-433e-aaef-237e2f236833 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Retrieval- augmented generation for knowledge-intensive nlp tasks,
Reference 22
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Observation 40033d18-647b-4eae-a999-9904542d7a5d · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models "Get ready for a party": Exploring smarter smart spaces with help from large language models
Reference 23
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Observation 3e3c03b3-c7fc-4084-9b83-d811254ad5ae · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Thoughtful Things: Building Human-Centric Smart Devices with Small Language Models
Reference 24
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Observation 1b2dc0c3-badf-4447-bb78-41cd3dc3ac6b · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Iot-enabled smart appliances under industry 4.0: A case study,
Reference 25
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Observation 7bdb7618-5aa5-4453-8732-914fb9f6734a · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Designing the desirable smart home: A study of household experiences and energy consumption impacts,
Reference 26
Source-reported events for the cited work
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Observation 870eba1f-bcf9-4de0-a59f-22a361fa32bb · outbound
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Reference 27
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Observation dea1207c-0020-4c55-b07a-7fbb9742bcee · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A systematic review of the smart home literature: A user perspective,
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Reference 29
Source-reported events for the cited work
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Reference 30
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Observation 19f850a3-cef1-4ed5-8135-941170bf31c6 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Characterising usage patterns and privacy risks of a home security camera service,
Reference 31
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Reference 32
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Autoiot: Llm-driven automated natural language programming for aiot applications,
Reference 33
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Reference 34
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Observation d9480e12-bc10-4d56-8852-de26aa6ea3a9 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Iotcoder: A copilot for iot application develop- ment,
Reference 35
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Observation 47dba9f4-f291-484e-8a85-6fb9d6005d72 · outbound
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Reference 36
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Reference 37
Source-reported events for the cited work
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Observation 44b9f284-c212-419b-b71a-8a4c747272ab · outbound
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Reference 38
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Reference 39
Source-reported events for the cited work
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Observation a35e2fa8-4ed2-4299-9651-c086a8dcfe0d · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Protecting your daily in-home activity information from a wireless snooping attack,
Reference 40
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Reference 41
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Reference 42
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Looking for a few good metrics: Rouge and its evaluation,
Reference 43
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Reference 44
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Reference 45
Source-reported events for the cited work
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Rouge: A package for automatic evaluation of summaries,
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Source-reported events for the cited work
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Qlora: Efficient finetuning of quantized llms,
Reference 47
Source-reported events for the cited work
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Observation f9cb9d3d-3d81-4342-8abf-b3897adf1efc · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Reference 48
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Observation 6bd4e4f8-937a-44cd-b75b-349c083b19d3 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Chain-of-thought prompting elicits reasoning in large language models,
Reference 49
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Observation 7ddc65a1-cf9c-4c83-abde-da783e81abca · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Trine: Cloud-edge-device cooperated real-time video analysis for household applications,
Reference 50
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Redesigning privacy with user feedback: The case of zoom attendee attention tracking,
Reference 51
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Observation ae440075-0d63-42b0-b0e5-ccccbadced85 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The impact of risk appeal approaches on users’ sharing confidential information,
Reference 52
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Deep face represen- tations for differential morphing attack detection,
Reference 53
Source-reported events for the cited work
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Governing open vocabulary data leaks using an edge llm through programming by example,
Reference 54
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Pytorch: An imperative style, high-performance deep learning library,
Reference 55
Source-reported events for the cited work
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Reference 56
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Reference 57
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Observation 9795ce5f-57e2-4715-a241-e86668afc237 · outbound
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Reference 61
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Appintent: Analyzing sensitive data transmission in android for privacy leakage detection,
Reference 62
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Reference 63
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Propile: Probing privacy leakage in large language models,
Reference 64
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Hallucination is Inevitable: An Innate Limitation of Large Language Models
Reference 66
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models LLM-PBE: Assessing Data Privacy in Large Language Models
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Memory-Profiler: Monitor Memory usage of Python code
Reference 68
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Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Gptcache: An open-source semantic cache for llm applications enabling faster answers and cost savings,
Reference 69
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Observation 236611aa-5a28-456d-9c34-87858e00d385 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Qwen2 Technical Report
Reference 70
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Observation 96f578a5-d73f-4c84-b2f9-4b4b0daf773a · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c7880f1-5b2c-4853-a2b6-3cb379aa8dd8 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The Llama 3 Herd of Models
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bf61550-101b-45f2-a535-dab7689777e0 · outbound
Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Likert scale: Explored and explained,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29769042-a55a-49b6-ba77-c68240d0d5a6 · inbound
SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.