Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:55:48.932347Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.09452.
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 2026-08-07T04:55:48.932347Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4b4e04cf-2e4e-4d68-99f9-b8232bb01d31 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Large language models for code completion: A systematic literature review,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86356ae5-7ed0-4625-a719-2f8b87396494 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Retrieval-augmented generation for knowledge-intensive nlp tasks,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c758e2bf-1024-4c4b-b1c0-c2eb15248563 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Privacy Regularization: Joint Privacy-Utility Optimization in Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fb90a20-01eb-4e77-a6ee-d91b95e720cd · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Privacy protection of textual attributes through a semantic-based masking method,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ae364a4-73e6-4348-a0b1-04c522a4c005 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Recovering from privacy-preserving masking with large language models,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c4a721b-bdde-45d2-8ec4-d60b41a49db9 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform How to keep text private? a systematic review of deep learning methods for privacy-preserving natural language processing,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation deacc762-b81f-473b-99d0-1cd3458e2efa · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Text Embeddings Reveal (Almost) As Much As Text
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90613014-71ad-4635-b9a3-67696a71cc7d · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Attention is all you need,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 714f046e-0e95-4b80-9485-4b1348736adf · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Improving language understanding by generative pre-training,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b300b63e-0265-4279-b379-4d37d247dd60 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Language models are unsupervised multitask learners,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e75f26e6-bf09-4faa-b73c-aa6507aae48c · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Pri- vacy agents: Utilizing large language models to safeguard contextual integrity in elderly care,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65dafaf9-f59b-46c9-aeb6-9b318cb2632d · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform On protecting the data privacy of large language models (llms) and llm agents: A literature review,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6020c50-88f0-41ce-b2c8-144e98b37830 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Reducing privacy risks in online self-disclosures with language models,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e63a4f89-e3d2-41f4-bb7b-bcd83dd71607 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform BottleSum: Unsupervised and self-supervised sentence summarization using the information bottleneck principle,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cea087ee-a2ff-48da-b2fc-cb8ad2b4f002 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Split-and-denoise: protect large language model inference with local differential privacy,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c4f3c1d-3a61-4ada-93f5-a365338455b3 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform SCIPER: Secure Collaborative Inference via Privacy-Enhancing Regularization ,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40790e8-c410-44f8-a2b5-d0b93c88aa24 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform A Split-and-Privatize Framework for Large Language Model Fine-Tuning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a50ed4a6-eb92-4bc2-bfdf-469e87415ca1 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Split learning for health: Distributed deep learning without sharing raw patient data
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 326b9e3c-0091-41bb-aced-24eb05935ef4 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Split Learning in Computer Vision for Semantic Segmentation Delay Minimization
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 003fd39b-ca97-4d35-b802-bb4d07c22ce0 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Privacy-preserving split learning for large-scaled vision pre-training,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07228da8-5f6b-4750-9288-5890049ad627 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Not all features are equal: Discovering essential features for preserving prediction privacy,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cf0880d-56a6-4baa-9ae6-e685120f7992 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform NoPeek: Information leakage reduction to share activations in distributed deep learning ,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28ba99e1-0ce8-4cd8-aaad-db3e8a83729b · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Reimagining mutual information for enhanced defense against data leakage in collaborative inference,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a626438-b103-4e2e-8440-fe231846db3f · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Split-and-Denoise: Protect large language model inference with local differential privacy
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92141d53-9af1-4832-8ef9-c3e16b4d65eb · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform From the information bottleneck to the privacy funnel,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8f6bd5e-813a-4977-a123-b640cbbe8474 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Formal privacy proof of data encoding: The possibility and impossibility of learnable encryption,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50ce8308-0212-42c3-894a-54807c2f6062 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform PAC-private algorithms,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39f62ecb-5b51-4169-bc5e-ad2552d555d0 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform On entropy approximation for gaussian mixture random vectors,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce17f768-da63-47cf-8d9e-a12ff10ef7a7 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Gaussian mixtures: entropy and geometric inequalities,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2595dc9-2f97-41e8-8bb7-bdd1a040a276 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Estimating mixture entropy with pairwise distances,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c3da6599-2fc0-46a9-8cf5-6f605e6bfab2 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Gradient-based manipulation of nonparametric en- tropy estimates,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 175f2d12-8fcf-4288-b6c4-5ce500246350 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Fast kernel entropy estimation and optimization,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b4a68590-7525-4dc7-a8af-9026cea7e020 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Empirical entropy manipulation for real-world problems,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f2bb059f-f576-41b7-a853-085d81edc9ff · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform No free lunch theorem for privacy-preserving llm inference,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 45c0d267-c040-4d37-a367-a2eb7b72e10b · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Privacy-preserving prompt tuning for large language model services,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 287a0dc6-137a-423d-8125-81f9d96e4f16 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform BeamClean: Language Aware Embedding Reconstruction
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 313100df-1bdd-47f7-bf8e-478fe6c06369 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform The Llama 3 Herd of Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33d4c4d4-73b9-4300-b394-c39b3e2a50c2 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Openorca: An open dataset of gpt augmented flan reasoning traces,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af5a4d9a-9647-4859-8623-610904c1e93a · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2f23fcc-ee69-4e78-b99c-2d408d44e016 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Stanford alpaca: An instruction- following llama model,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e641d88-9986-4ce8-974a-5e6c35d1ea24 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20a55e15-e846-48da-9992-469784479926 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Can a suit of armor conduct electricity? a new dataset for open book question answering,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c210af6c-7bf5-4bac-9621-50ba8e8d0991 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Phrase-indexed question answering: A new challenge for scalable document comprehension,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3107b901-89e3-427d-b7d7-58a6ad58323c · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Measuring Massive Multitask Language Understanding
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c25e7da2-30e6-4c45-87b2-1074ce00a4d5 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Hel- laswag: Can a machine really finish your sentence?
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8f7bf48e-ef40-4163-b8e7-6d42d770d67e · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 318aae54-2b3b-449b-a406-19937f6b0ff4 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Calibrating noise to sensitivity in private data analysis,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 719ef4e4-e083-4da0-87a2-584ac2a5afd8 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform The algorithmic foundations of differential privacy,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 650b81db-b1f5-471c-84e7-3db71dffe943 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Qwen3 Technical Report
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2d3cd01-61f0-40da-91ea-a8770c96bb9d · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d26c741-2292-4592-bf92-5d8d38d667b3 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Torchtitan: One-stop pytorch native solution for production ready LLM pretraining,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d97725e-b287-4bdd-9d4f-a0a5ba3df628 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Deep Variational Information Bottleneck
Reference 2016
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c79b98ff-8248-4c8f-b67e-1e37a4a03902 · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Available: https://api.semanticscholar.org/CorpusID: 160025533
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32374031-4cfd-4aa6-b3e5-c059cbca180e · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform TruthfulQA: Measuring How Models Mimic Human Falsehoods
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55b76cf0-89ac-4a4e-961a-bce7cc3a371d · outbound
Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform Available: https://eprint.iacr.org/2024/718
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.