A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs | Paper Citation Record

Observation 5e9f70b9-3f40-4025-8bd3-8060d8a88872 · outbound

This paper cites https://www.oag.ca.gov/ privacy/ccpa.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://www.oag.ca.gov/ privacy/ccpa

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This paper cites https://leginfo.legislature.ca.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://leginfo.legislature.ca

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This paper cites https://www.flsenate.gov/Session/ Bill/2023/262/BillText/er/HTML.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://www.flsenate.gov/Session/ Bill/2023/262/BillText/er/HTML

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This paper cites we do not collect any personal informa- tion.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs we do not collect any personal informa- tion

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs We may share your information with

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This paper cites per-query.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs per-query

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This paper cites ungrounded.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs ungrounded

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Observation 7b4b35a3-7f6b-4279-be17-1601e8deb846 · outbound

This paper cites For instance, Sunet al.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs For instance, Sunet al

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This paper cites https://gdpr-info.eu/art-13-gdpr/.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://gdpr-info.eu/art-13-gdpr/

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This paper cites https://gdpr-info.eu/art-14-gdpr/.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://gdpr-info.eu/art-14-gdpr/

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This paper cites https://texasattorneygeneral.gov/consumer-protection/ file-consumer-complaint/consumer-privacy-rights/ texas-data-privacy-and-security-act.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://texasattorneygeneral.gov/consumer-protection/ file-consumer-complaint/consumer-privacy-rights/ texas-data-privacy-and-security-act

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This paper cites https://explore.usableprivacy.org/.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs https://explore.usableprivacy.org/

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Observation d85015b8-b571-4b3b-8cc5-1c1868f219c7 · outbound

This paper cites Policypulse: Precision semantic role extraction for enhanced privacy policy com- prehension.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Policypulse: Precision semantic role extraction for enhanced privacy policy com- prehension

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Observation 843a574b-bfe1-4897-9e8f-6bd916654af6 · outbound

This paper cites Machine learning algorithms for privacy policy classification: A comparative study.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Machine learning algorithms for privacy policy classification: A comparative study

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Observation 3f0416ec-4944-4bd1-b67f-868d5bfe6462 · outbound

This paper cites PolicyLint: Investigating Internal Privacy Policy Contradictions on Google Play.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs PolicyLint: Investigating Internal Privacy Policy Contradictions on Google Play

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Observation d75843f0-5e49-4c89-8b7b-4dfe8309704e · outbound

This paper cites Actions Speak Louder than Words: Entity-Sensitive Privacy Policy and Data Flow Analysis with PoliCheck.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Actions Speak Louder than Words: Entity-Sensitive Privacy Policy and Data Flow Analysis with PoliCheck

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This paper cites Ac- tions speak louder than words: Entity-sensitive privacy policy and data flow analysis with policheck.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Ac- tions speak louder than words: Entity-sensitive privacy policy and data flow analysis with policheck

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This paper cites Online artifacts for ”a systematic eval- uation of traditional privacy policy analysis tools against llms”.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Online artifacts for ”a systematic eval- uation of traditional privacy policy analysis tools against llms”

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Observation 75e0445c-5361-499c-8ba4-61a3190c352c · outbound

This paper cites Breaux, Joel R.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Breaux, Joel R

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Observation 56fe42ce-2669-4cb9-aa1f-22ffab6e9a4d · outbound

This paper cites Sherman, Patrick Traynor, and Kevin Butler.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Sherman, Patrick Traynor, and Kevin Butler

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Observation f893a635-af2a-48b6-ac0d-646e9500ea74 · outbound

This paper cites Characterizing Security and Privacy Practices in Emerging Digital Credit Applications.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Characterizing Security and Privacy Practices in Emerging Digital Credit Applications

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Observation 04d85710-ef73-4801-b6df-5a1123b13d5f · outbound

This paper cites Consistency analysis of data-usage purposes in mobile apps.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Consistency analysis of data-usage purposes in mobile apps

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Observation a51c774c-55e8-48f9-b33b-01f12c7075e9 · outbound

This paper cites Automating Governing Knowledge Commons and Contextual Integrity (GKC-CI) Privacy Policy Annotations with Large Language Models.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Automating Governing Knowledge Commons and Contextual Integrity (GKC-CI) Privacy Policy Annotations with Large Language Models

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Observation 9c279750-bbd7-4622-bca6-55eb6f6436ca · outbound

This paper cites A Large- Scale Evaluation of US Financial Institutions’ Standardized Privacy Notices.ACM Transactions on the Web, 2016.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs A Large- Scale Evaluation of US Financial Institutions’ Standardized Privacy Notices.ACM Transactions on the Web, 2016

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Observation fd1615ea-3013-40ff-b451-baf3204c253a · outbound

This paper cites In32nd USENIX Security Symposium (USENIX Security 23), pages 1037–1054, 2023.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs In32nd USENIX Security Symposium (USENIX Security 23), pages 1037–1054, 2023

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Observation e631a20b-fe23-4763-820b-bbc62ea261a5 · outbound

This paper cites We Value Your Privacy.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs We Value Your Privacy

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs ” you don’t need a university degree to comprehend data protection this way”: Llm-powered interactive privacy policy assessment

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Unresolved cited work

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Creation and analysis of an international corpus of privacy laws

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Bamberger, and Serge Egelman

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Shin, and Karl Aberer

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Polisis: Automated analysis and presentation of privacy policies using deep learning

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Degpt: Optimizing decompiler output with llm

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Privacy Policies as Decision-Making Tools: An Evaluation of Online Privacy Notices

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Understanding gdpr non- compliance in privacy policies of alexa skills in european market- places

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Towards automatic classification of privacy policy text.School of Computer Science Carnegie Mellon University, 2018

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Have you been properly notified? automatic compliance analysis of privacy policy text with gdpr article 13

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Smart Home Privacy Policies Demystified: A Study of Availability, Content, and Coverage

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs McDonald and Lorrie Faith Cranor

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs On the ridiculousness of notice and consent: Con- tradictions in app privacy policies

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs On the Ridiculousness of Notice and Consent: Contradictions in App Privacy Policies

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Morgan & Claypool San Rafael, 2011

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs A{NEW}{HOPE}: Contextual privacy policies for mobile applications and an approach toward automated generation

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Is it a trap? a large-scale empirical study and comprehensive assessment of online automated privacy policy generators for mobile apps

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Large language models meet nlp: A survey.Frontiers of Computer Science, 20(11):2011361, 2026

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Large language models: a new approach for privacy policy analysis at scale.arXiv preprint arXiv:2405.20900, 2024

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Identifying the Provision of Choices in Privacy Policy Text

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Quan- tifying language models’ sensitivity to spurious features in prompt design or: How i learned to start worrying about prompt formatting

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs A thorough examination of decoding methods in the era of llms

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs The good, the bad, and the greedy: Evaluation of llms should not ignore non-determinism

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Empowering users in digital privacy management through interactive llm-based agents

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Policychecker: Ana- lyzing the gdpr completeness of mobile apps’ privacy policies

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Can We Trust the Privacy Policies of Android Apps? InProceedings of the IEEE/I- FIP International Conference on Dependable Systems and Networks (DSN), 2016

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A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Privcaptcha: Interactive captcha to facilitate effective comprehension of app privacy policy

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Observation 9472a355-fc31-40db-9e03-ec557ef893a2 · outbound

This paper cites A five-step workflow to manually annotate unstructured data into training dataset for natural language processing.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs A five-step workflow to manually annotate unstructured data into training dataset for natural language processing

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:53.630750Z

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Observation 8448ac4d-77af-41b7-87f9-06f3d267b67c · outbound

This paper cites Bellovin, and Joel Reidenberg.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Bellovin, and Joel Reidenberg

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:53.695117Z

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Observation 8d7473c4-139d-4f34-aff1-57ca933888f6 · outbound

This paper cites Figure 1 and 2 shows the data class level precision for Purpliance and PolicyPulse respectively.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Figure 1 and 2 shows the data class level precision for Purpliance and PolicyPulse respectively

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:53.792191Z

Source-reported events for the cited work

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Observation c2549718-301b-4e7b-947d-6fcbdbac57f7 · outbound

This paper cites an unresolved cited work.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:53.900034Z

Source-reported events for the cited work

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Observation 036d22fd-3e9f-4028-9d8c-110165c63126 · outbound

This paper cites 9Statement B admits a practice (collect or share) for a SPECIFIC item that falls within that broad category (e.g ., Email Address).

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs 9Statement B admits a practice (collect or share) for a SPECIFIC item that falls within that broad category (e.g ., Email Address)

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:53.987887Z

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Observation 46547c40-6401-46d6-bdcb-6eacf15ccb21 · outbound

This paper cites contradictions.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs contradictions

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:54.149587Z

Source-reported events for the cited work

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Observation 50aa079f-91ad-49de-8c97-cf7ae006b296 · outbound

This paper cites 6Statement B admits a practice (collect or share) for a SPECIFIC item that falls within that broad category (e.g ., Email Address).

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs 6Statement B admits a practice (collect or share) for a SPECIFIC item that falls within that broad category (e.g ., Email Address)

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:54.231787Z

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Observation 7f434a2e-7457-47ea-a94d-6b95d917a201 · outbound

This paper cites 12Statement B denies a practice (not_collect or not_share) for a SPECIFIC item within that category.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs 12Statement B denies a practice (not_collect or not_share) for a SPECIFIC item within that category

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:54.303276Z

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Observation 46f58f0e-594f-4c37-966c-dcc8fcc915d4 · outbound

This paper cites contradictions.

A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs contradictions

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-01T19:09:54.075764Z

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