Paper Citation Record · LEDGER

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 38 inbound Pith citation observations for arXiv:2310.07298.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2310.07298 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 38 of 38 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:35:58.235438Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

35
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 42ed5d62-915a-4097-aefe-be2b5dc51ef9 · inbound

AIDBench: A benchmark for evaluating the authorship identification capability of large language models cites this paper.

AIDBench: A benchmark for evaluating the authorship identification capability of large language models Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T16:44:36.735026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 938f0398-b28f-4522-b371-76000aba355a · inbound

InputSnatch: Stealing Input in LLM Services via Timing Side-Channel Attacks cites this paper.

InputSnatch: Stealing Input in LLM Services via Timing Side-Channel Attacks Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 108

Resolution: unresolved; no resolver link, observed 2026-08-12T11:29:29.591404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9d2543-4a8f-4116-bf3f-f2ad6cfea77c · inbound

From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents cites this paper.

From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:26.423930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7729faac-0160-4be2-a3bb-18bc9e94639f · inbound

Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation cites this paper.

Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:05:51.152903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aef486a-a3f1-4c21-9886-3a83dc7bb34f · inbound

Measuring, Modeling, and Helping People Account for Privacy Risks in Online Self-Disclosures with AI cites this paper.

Measuring, Modeling, and Helping People Account for Privacy Risks in Online Self-Disclosures with AI Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-11T11:43:08.155569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae4c724-bab8-4352-8f65-4e9c73bd9c60 · inbound

Agents Are All You Need for LLM Unlearning cites this paper.

Agents Are All You Need for LLM Unlearning Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T19:14:53.735213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f31ae7c-6ec8-478b-b900-64c19962d63f · inbound

Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study cites this paper.

Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T15:08:46.251622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1470de2b-b03f-4f8d-8fba-76e0213af8e8 · inbound

Preserving Privacy and Utility in LLM-Based Product Recommendations cites this paper.

Preserving Privacy and Utility in LLM-Based Product Recommendations Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T04:35:58.235438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb2dca1-92bb-4753-8357-e7255e78bca8 · inbound

A Survey on Privacy Risks and Protection in Large Language Models cites this paper.

A Survey on Privacy Risks and Protection in Large Language Models Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:07:36.250448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79fa4742-db69-4a0f-bca2-4b7b17aa78bc · inbound

Personalized Author Obfuscation with Large Language Models cites this paper.

Personalized Author Obfuscation with Large Language Models Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:45:03.457686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2baaf251-8055-4499-b99b-c2a655b296fd · inbound

GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection cites this paper.

GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:39.880350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916cb51a-310c-4954-a515-4275a705dac3 · inbound

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects cites this paper.

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:35.149807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a885ac8-3070-484a-b125-0c09a2b587c3 · inbound

Dr. GPT Will See You Now, but Should It? Exploring the Benefits and Harms of Large Language Models in Medical Diagnosis using Crowdsourced Clinical Cases cites this paper.

Dr. GPT Will See You Now, but Should It? Exploring the Benefits and Harms of Large Language Models in Medical Diagnosis using Crowdsourced Clinical Cases Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T01:06:47.184577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99008466-92fc-47f2-a298-e5e4eab28150 · inbound

Understanding How University Guidelines Address Privacy and Security Issues of Generative AI in Academic Settings cites this paper.

Understanding How University Guidelines Address Privacy and Security Issues of Generative AI in Academic Settings Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T22:50:00.818440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631b130a-e5ae-45b6-82a5-eda49b418f47 · inbound

What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests cites this paper.

What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.754016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c4a6443-a344-4ecd-85c8-579edc7daf67 · inbound

PromptArmor: Simple yet Effective Prompt Injection Defenses cites this paper.

PromptArmor: Simple yet Effective Prompt Injection Defenses Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:01.041020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13375ff6-15fa-4a4b-ba95-5de4e47f2642 · inbound

Understanding the Supply Chain and Risks of Large Language Model Applications cites this paper.

Understanding the Supply Chain and Risks of Large Language Model Applications Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:45:42.897645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2577e1d2-8f0e-40b2-94e6-2b8a90edffcd · inbound

A Survey on Data Security in Large Language Models cites this paper.

A Survey on Data Security in Large Language Models Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T05:05:02.862821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d596b3d-21d9-40f9-ad2b-2d872f57c1b4 · inbound

User Privacy and Large Language Models: An Analysis of Frontier Developers' Privacy Policies cites this paper.

User Privacy and Large Language Models: An Analysis of Frontier Developers' Privacy Policies Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T06:00:20.636706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a933abd-4d22-414a-98f3-0317bb9b75da · inbound

Generative Data Refinement: Just Ask for Better Data cites this paper.

Generative Data Refinement: Just Ask for Better Data Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:40.759460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb48dbac-165e-4d70-a544-b8dc0b75ee6b · inbound

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning cites this paper.

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T10:46:16.913135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b5d6325-f456-4d6d-9908-8c87a1a4fcaa · inbound

A Vision Toward Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents cites this paper.

A Vision Toward Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 173

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:27.322874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de2b4eb-c81f-4ddb-ac02-53d3012c919b · inbound

MultiPriv: Benchmarking Individual-Level Privacy Reasoning in Vision-Language Models cites this paper.

MultiPriv: Benchmarking Individual-Level Privacy Reasoning in Vision-Language Models Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 2017

Resolution: malformed identifier; no resolver link, observed 2026-08-03T21:09:13.933921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d99ad5a-6677-423b-8a34-a304a1e174d5 · inbound

Understanding User Privacy Perceptions of GenAI Smartphones cites this paper.

Understanding User Privacy Perceptions of GenAI Smartphones Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:10:51.582337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c630776e-42de-4262-a1c6-b784b78a9db3 · inbound

SLM Finetuning for Natural Language to Domain Specific Code Generation in Production cites this paper.

SLM Finetuning for Natural Language to Domain Specific Code Generation in Production Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:26:00.869949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3986133-0756-4efe-8a7d-1ee59c03fd4f · inbound

PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints cites this paper.

PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:01:00.720525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7eef68a-e346-4017-aec4-f579a97283ed · inbound

Tracking Conversations: Measuring Content and Identity Exposure on AI Chatbots cites this paper.

Tracking Conversations: Measuring Content and Identity Exposure on AI Chatbots Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:41:26.244566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01ed9467-3e35-43f2-806b-31f157ab6bb9 · inbound

Tracking Conversations: Measuring Content and Identity Exposure on AI Chatbots cites this paper.

Tracking Conversations: Measuring Content and Identity Exposure on AI Chatbots Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:18:04.560105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef109848-49cb-4a4d-aad9-69070d25f552 · inbound

Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents cites this paper.

Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:26:09.335171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f16353d-7de8-4cd4-98ff-a4bd796454bc · inbound

When Are LLM Inferences Acceptable? User Reactions and Control Preferences for Inferred Personal Information cites this paper.

When Are LLM Inferences Acceptable? User Reactions and Control Preferences for Inferred Personal Information Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:38.149111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ed8933f9-7a0d-4e19-bcab-7a0c60671543 · inbound

CachePrune: Privacy-Aware and Fine-Grained KV Cache Sharing for Efficient LLM Inference cites this paper.

CachePrune: Privacy-Aware and Fine-Grained KV Cache Sharing for Efficient LLM Inference Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:15:19.901013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c3021da8-8871-45a7-bf0c-6dd3e0263cc4 · inbound

Inferential Privacy Leakage in Anonymized Conversational AI Logs cites this paper.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:46:33.613987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6a860a3-e54e-4bb7-bf59-a2f64ee80229 · inbound

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges cites this paper.

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 213

Resolution: verified exact; arxiv_id, observed 2026-06-28T18:42:29.364909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a98d65d-323e-4381-8ff0-cf937294bc9a · inbound

Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models cites this paper.

Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:06:30.136462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 47a8c9c6-eaf6-4daa-b2a7-b6255ed9c0da · inbound

PromptPrint: Behavioral Biometrics Through Natural Language Prompting in LLMs cites this paper.

PromptPrint: Behavioral Biometrics Through Natural Language Prompting in LLMs Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:46:59.413141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ddd0a25-0f8d-40f0-937c-b364ea1c17d1 · inbound

OCELOT: Inference-Leakage Budgets for Privacy-Preserving LLM Agents cites this paper.

OCELOT: Inference-Leakage Budgets for Privacy-Preserving LLM Agents Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T11:58:06.924166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e5e6577f-2b3e-4df8-8401-65250b8da5ff · inbound

Agentic AI-Powered Re-Identification: An Emerging, Scalable Threat to Mobility Microdata Privacy cites this paper.

Agentic AI-Powered Re-Identification: An Emerging, Scalable Threat to Mobility Microdata Privacy Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T04:13:05.079376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31228cb5-3373-4f2d-8378-d2baca2e22a6 · inbound

Imperceptible and Reversible Adversarial Examples against Vision-Language Models for Privacy Protection cites this paper.

Imperceptible and Reversible Adversarial Examples against Vision-Language Models for Privacy Protection Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-14T12:36:44.253836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.