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Paper Citation Record · LEDGER

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI

As of 10 August 2026, this Paper Citation Record lists 100 of 217 outbound references and 1 inbound Pith citation observation for arXiv:2501.18669.

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

pith.paper-citation-record.v1
2501.18669 v1

Coverage vector

measured 100 of 217 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:22:44.734680Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T22:30:06.667707Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T22:33:21.669239Z

Reference resolution

100 of 217 outbound references displayed

  • verified exact7
  • verified fuzzy0
  • unresolved87
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd1d844f-6bb0-4d4a-8cb7-cde50bfe5993 · outbound

This paper cites Artificial Intelligence and Jobs — Evidence from Online Vacancies.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Artificial Intelligence and Jobs — Evidence from Online Vacancies

Reference 1

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Observation f35df754-a663-4ffa-b94b-3676035289b0 · outbound

This paper cites RSA Factor- ing Challenge Announcement.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI RSA Factor- ing Challenge Announcement

Reference 2

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source=pdf_text observed=2026-08-09T23:22:44.249012Z digest=sha256:50b3cf9fb3c90e65836d6246e8f3fad9d6df85cc62cb7ac1a1f4773595b4f068

Observation c7a2491a-98ee-40be-b981-f873a1ecb866 · outbound

This paper cites Infor- mation Sharing.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Infor- mation Sharing

Reference 3

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Observation c1bd3b58-7be8-46af-8655-2271bf33d845 · outbound

This paper cites Perspectives on Issues in AI Governance.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Perspectives on Issues in AI Governance

Reference 4

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source=pdf_text observed=2026-08-09T23:22:44.258898Z digest=sha256:6a62cf2a64e3b713dce8c5573fc4965b94cf1c7230d1c9009657350d5eee6074

Observation 4a97e15f-ed77-4793-b830-ef61feddddae · outbound

This paper cites Ethics Guidelines for Trustworthy AI.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Ethics Guidelines for Trustworthy AI

Reference 5

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Observation 45ce1e26-0a05-4fcf-8f73-640fbb63cfb3 · outbound

This paper cites Piloting a survey- based assessment of transparency and trustworthiness with three medical AI tools.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Piloting a survey- based assessment of transparency and trustworthiness with three medical AI tools

Reference 6

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source=pdf_text observed=2026-08-09T23:22:44.273041Z digest=sha256:3240d2e9d5a8337ea4a10258fe0878d7ee4d6dfec477267baa722e106de55933

Observation dcc99cbf-84c7-4780-b98f-56c958759a7b · outbound

This paper cites Apple pays hackers six figures to find bugs in its software. Then it sits on their findings.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Apple pays hackers six figures to find bugs in its software. Then it sits on their findings

Reference 7

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Observation bb0d2d5b-7bb4-46ec-9499-78e040cdd8c9 · outbound

This paper cites The Falcon Series of Open Language Models.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Falcon Series of Open Language Models

Reference 8

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source=pdf_text observed=2026-08-09T23:22:44.282781Z digest=sha256:80b33b44bd7a6bc569c923a519ddcccf169054fb64a1af040490400588b56f46

Observation a0fcd4f7-8daa-47ce-a794-99a56b70950c · outbound

This paper cites Security Engineering.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Security Engineering

Reference 9

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source=pdf_text observed=2026-08-09T23:22:44.288184Z digest=sha256:cd5d48c52a1610ee1c0d7846c81a7b3e5a74e9d1d80d70210449ad4d420f3d22

Observation 150040a5-227e-4c50-9d35-b97c36cbc27d · outbound

This paper cites Varieties of transparency: exploring agency within AI systems.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Varieties of transparency: exploring agency within AI systems

Reference 10

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source=pdf_text observed=2026-08-09T23:22:44.292802Z digest=sha256:2d57420ce38cb6943448879639f5566bf76dc898a026937cfbb6572b36327f8b

Observation b81dd2c2-597c-449c-baf1-8c40805529b7 · outbound

This paper cites How to De-Identify your Data.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI How to De-Identify your Data

Reference 11

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Observation aa078559-044e-49f7-8c05-4c6e53497225 · outbound

This paper cites Machine Bias.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Machine Bias

Reference 12

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Observation c7560c84-aafb-4958-868b-76fa43d3f700 · outbound

This paper cites Argentieri.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Argentieri

Reference 13

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Observation 4013fa46-635b-45e3-a87d-664e2f99c4a0 · outbound

This paper cites an unresolved cited work.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 14

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Observation 6201bb0e-8a36-484c-86a8-25183c4139ac · outbound

This paper cites Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness

Reference 15

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Observation 7f37a6ed-3d3c-4b83-89c5-4948a456aa9c · outbound

This paper cites A Face Is Exposed for AOL Searcher No.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI A Face Is Exposed for AOL Searcher No

Reference 16

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Observation 449bb17d-2031-445d-94ca-bc2751622214 · outbound

This paper cites A Feeling of Unease about Privacy Law.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI A Feeling of Unease about Privacy Law

Reference 17

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Observation db466958-238a-4d37-8b57-d1e8d557be2c · outbound

This paper cites The Re- search Value of Publishing Attacks.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Re- search Value of Publishing Attacks

Reference 18

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Observation bf14dc9e-fdcd-4cbc-b5d3-5d8988bc7235 · outbound

This paper cites The Artificial Intelligence Black Box and the Failure of Intent and Cau- sation.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Artificial Intelligence Black Box and the Failure of Intent and Cau- sation

Reference 19

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source=pdf_text observed=2026-08-09T23:22:44.342941Z digest=sha256:6d82b2defe3184caede8338b3f3b518cf017a4216d2605a78396e9a971243c06

Observation 91cbd8dd-8f45-4b09-a360-7ce0c0391293 · outbound

This paper cites Bellovin and Randy Bush.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Bellovin and Randy Bush

Reference 20

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Observation 42f130d8-371c-4626-ada5-8bc21b42d471 · outbound

This paper cites On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?

Reference 21

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Observation 32c0b17e-e72d-4e87-a574-c5c7dfef982c · outbound

This paper cites Managing extreme AI risks amid rapid progress.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Managing extreme AI risks amid rapid progress

Reference 22

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Observation 9964f82a-3c47-4057-8154-e5badfb3e4c9 · outbound

This paper cites an unresolved cited work.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 23

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Observation 13c0c95a-ecb6-4c12-905b-42e5f18d4777 · outbound

This paper cites an unresolved cited work.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 24

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Observation 417726cc-af6f-4226-8faf-ae50153e1748 · outbound

This paper cites International Conference on Machine Learn- ing.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI International Conference on Machine Learn- ing

Reference 25

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Observation c9743ed6-5866-4c24-952a-9e60a75a2c7d · outbound

This paper cites Semantically secure order-revealing encryption: Multi-input functional encryption without obfuscation.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Semantically secure order-revealing encryption: Multi-input functional encryption without obfuscation

Reference 26

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Observation 2bb94761-137c-4d37-8bf7-7619546a42c8 · outbound

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The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

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Observation 37363d41-fbb4-4771-844c-83155615a68e · outbound

This paper cites Strategic Implications of Openness in AI Development.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Strategic Implications of Openness in AI Development

Reference 28

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Observation 5ba17ca5-5891-422f-940e-afeb38aed22e · outbound

This paper cites Strategic Implications of Openness in AI Development.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Strategic Implications of Openness in AI Development

Reference 29

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Observation c05f2cbd-c1de-43d5-8576-3feaad20762b · outbound

This paper cites The Science of Guessing: Analyzing an anonymized corpus of 70 million passwords.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Science of Guessing: Analyzing an anonymized corpus of 70 million passwords

Reference 30

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Observation 522ac295-b2a4-4eb8-8bb7-370b896f6058 · outbound

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The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 31

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Observation 63dde490-e73d-4a8b-a9b8-4f6add1090bf · outbound

This paper cites On Evaluating Adversarial Robustness.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI On Evaluating Adversarial Robustness

Reference 32

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source=pdf_text observed=2026-08-09T23:22:44.401267Z digest=sha256:2cec289d1913786b50d02ea9795f06e739a738a1bed8cb93e4c7e48eed924646

Observation f92c6dbb-5080-4209-8dd9-898e8006e479 · outbound

This paper cites Artificial Bias: The Ethical Concerns of AI-Driven Dispute Resolution in Family Matters.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Artificial Bias: The Ethical Concerns of AI-Driven Dispute Resolution in Family Matters

Reference 33

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Observation 5478c0eb-7afa-4a78-a991-7ec3065d44c6 · outbound

This paper cites Stealing Part of a Production Language Model.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Stealing Part of a Production Language Model

Reference 34

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Observation 3d3ca03f-236a-4244-8b1e-7236de387022 · outbound

This paper cites The Need for Trans- parency in the Age of Predictive Sentencing Algorithms.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Need for Trans- parency in the Age of Predictive Sentencing Algorithms

Reference 35

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Observation 2ec0c88d-28fb-4774-acca-ae014bc246c2 · outbound

This paper cites Extracting Training Data from Diffusion Models.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Extracting Training Data from Diffusion Models

Reference 36

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Observation e3db8a3b-cc43-477b-bfe5-c0a967a07e05 · outbound

This paper cites An ef- ficient key recovery attack on SIDH.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI An ef- ficient key recovery attack on SIDH

Reference 37

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doi, observed 2026-08-09T23:22:45.758329Z

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Observation 6bfeb0c1-e64c-419a-9ca7-ed0b58066397 · outbound

This paper cites Coordinated Flaw Disclosure for AI: Beyond Security Vulnerabilities.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Coordinated Flaw Disclosure for AI: Beyond Security Vulnerabilities

Reference 38

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Observation 32c8feb3-1fe5-449d-a9b8-36ffd19fbfcf · outbound

This paper cites Towards a Data Privacy- Predictive Performance Trade-off.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Towards a Data Privacy- Predictive Performance Trade-off

Reference 39

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source=pdf_text observed=2026-08-09T23:22:44.419845Z digest=sha256:ecd274de834ef0655f6838d1e0c9c7045552295d115dd42642a0082ed55dddf7

Observation eb204ee2-f3ec-4d1c-a855-29c3cdb5522b · outbound

This paper cites The Effect of Internet Security Breach Announcements on Market Value: Capital Market Reactions for Breached Firms and Internet Security Developers.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Effect of Internet Security Breach Announcements on Market Value: Capital Market Reactions for Breached Firms and Internet Security Developers

Reference 40

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source=pdf_text observed=2026-08-09T23:22:44.438809Z digest=sha256:244dabd1194173461d2eaf34fab334a6d67d4ed1a03c2e619695d7b892a173d5

Observation d7086e35-edd0-44d5-96c8-a8878c1acb2a · outbound

This paper cites CERT Guide to Coor- dinated Vulnerability Disclosure.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI CERT Guide to Coor- dinated Vulnerability Disclosure

Reference 41

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source=pdf_text observed=2026-08-09T23:22:44.443211Z digest=sha256:5db5f13ab4d4b42bdc6290af6b189193a2718ec952b39d7e51f3097100a28fe8

Observation 85b0ac77-234a-4abd-86ea-a042f8e406d5 · outbound

This paper cites Fac- torization of a 512-Bit RSA Modulus.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Fac- torization of a 512-Bit RSA Modulus

Reference 42

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source=pdf_text observed=2026-08-09T23:22:44.434106Z digest=sha256:d84694a0429713e0f2b3f38dd2b4f74afdf7ee78280bb1ffb151e2c7157a69c9

Observation 77cb32ab-8100-43a5-bbfa-2f403d08f775 · outbound

This paper cites A wave of retractions is shaking physics.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI A wave of retractions is shaking physics

Reference 43

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source=pdf_text observed=2026-08-09T23:22:44.457167Z digest=sha256:7939a1d3dfc44ea57e5cf01a35ac02a97daf9d5cee5afe50aabea4cad85f2c38

Observation 3b7cd381-1a50-4c26-bb9c-a7cd29cd4a04 · outbound

This paper cites Pseudorandom Error-Correcting Codes.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Pseudorandom Error-Correcting Codes

Reference 44

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source=pdf_text observed=2026-08-09T23:22:44.461575Z digest=sha256:f565a02cca329d306dac773ae7ab5c4203fbf822e1f554d8592a030718602b4c

Observation 9b06b936-e29f-4f0d-a0b4-1f29f0a4818c · outbound

This paper cites permalink: https://perma.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI permalink: https://perma

Reference 45

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source=pdf_text observed=2026-08-09T23:22:44.466830Z digest=sha256:5edea1b67b42a7b48563fdae51d967d23279764105f80266b207ba3a5df771af

Observation fb9a8ecf-77ea-4906-95f6-dc2a0852ec74 · outbound

This paper cites Security through obscurity: An approach for protecting Register Transfer Level hard- ware IP.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Security through obscurity: An approach for protecting Register Transfer Level hard- ware IP

Reference 46

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source=pdf_text observed=2026-08-09T23:22:44.452615Z digest=sha256:3a33c1a47fbcbbe8682c8c23b0bf7a9e051f2e784de20d0e57bfb13c19db9f24

Observation 64215344-0cee-40b3-9ab5-22f991aa7eec · outbound

This paper cites Attacks on Deidentification’s Defenses.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Attacks on Deidentification’s Defenses

Reference 47

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source=pdf_text observed=2026-08-09T23:22:44.476642Z digest=sha256:a0ab63f222d9e6cf4a661b18ced3f5a430a9e24ec87af9c11e9dd41ef2f01f2c

Observation e408eb92-697b-46bc-9f7a-fa343df28c55 · outbound

This paper cites Ac- countability in an Algorithmic Society: Re- lationality, Responsibility, and Robustness in Machine Learning.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Ac- countability in an Algorithmic Society: Re- lationality, Responsibility, and Robustness in Machine Learning

Reference 48

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source=pdf_text observed=2026-08-09T23:22:44.481157Z digest=sha256:c635ff841091cf99a11920f2b53d2175d30a365198fb7d6f6ebac58b78daf5a0

Observation 67f6f342-5990-439c-80f5-6a519b37166b · outbound

This paper cites Synthetic Data: Methods, Use Cases, and Risks.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Synthetic Data: Methods, Use Cases, and Risks

Reference 49

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source=pdf_text observed=2026-08-09T23:22:44.485576Z digest=sha256:d9e7d5b46c475d215ef68f3c5b92b4ac3d1ae187cc8702e88d29f04cbeeb93de

Observation d70eb01b-2f1d-450e-9789-b34755d11bd3 · outbound

This paper cites Stan- dards.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Stan- dards

Reference 50

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source=pdf_text observed=2026-08-09T23:22:44.471735Z digest=sha256:cfd67b662d6b718614960aa8186a9b63f3c769e55464bcf573acfa9ab23133d1

Observation 71495663-d40f-4166-a08b-4f2ed9000851 · outbound

This paper cites It’s Time to End Information Anarchy.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI It’s Time to End Information Anarchy

Reference 51

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source=pdf_text observed=2026-08-09T23:22:44.498847Z digest=sha256:3c63b32227d6a96020f5d9ad9b6248bb98f4d2f61b39dc7e1557021adde8514c

Observation 0487cb6b-b756-4751-8470-b45839f19687 · outbound

This paper cites Searchable symmetric encryption: improved definitions and efficient constructions.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Searchable symmetric encryption: improved definitions and efficient constructions

Reference 52

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source=pdf_text observed=2026-08-09T23:22:44.503453Z digest=sha256:2c819374bc40af354d3c511e0d8dd5f09e165da934bfd6ee553ad0df669d1584

Observation 144129b8-d976-44fc-8784-626a9d431104 · outbound

This paper cites Building Guardrails in AI Systems with Threat Modeling.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Building Guardrails in AI Systems with Threat Modeling

Reference 53

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source=pdf_text observed=2026-08-09T23:22:44.508035Z digest=sha256:a374faf2b56d169bb65ca6890d22a1a5d79985de3eefa96e346a5a3f74d5aae4

Observation d8c43169-4cac-40d8-8cc3-609d865ebfa2 · outbound

This paper cites Risky Business: Keeping Security a Secret.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Risky Business: Keeping Security a Secret

Reference 54

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source=pdf_text observed=2026-08-09T23:22:44.512460Z digest=sha256:276c1ed7f72014cd5f246faf84c34a366e449d7592a1601f2b156607cef3753a

Observation 19f0c30f-698b-4c43-95fc-0d1ae3c6408c · outbound

This paper cites Upholding the Pub- lic Trust.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Upholding the Pub- lic Trust

Reference 55

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source=pdf_text observed=2026-08-09T23:22:44.494453Z digest=sha256:f698e4555df38e2f77d138e31cd259d2f1516076ba1523200833dc4db69eb9ee

Observation 699c7bd8-82fe-4829-807f-b360d657a670 · outbound

This paper cites Revealing in- formation while preserving privacy.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Revealing in- formation while preserving privacy

Reference 56

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source=pdf_text observed=2026-08-09T23:22:44.521474Z digest=sha256:8c053e40adafc0bf7ef4735c06b790f851c9763e8347e3185568751e98df87c5

Observation 178013e9-e66d-4622-89ad-79dde83bc4e9 · outbound

This paper cites The Menlo Report.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Menlo Report

Reference 57

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source=pdf_text observed=2026-08-09T23:22:44.525838Z digest=sha256:959647dfdbfa3d0af774221901a3d55ce6266ef1e39922801bf3f2ddc289f361

Observation 606708be-e78a-455e-97dc-00a67b61522b · outbound

This paper cites Differential Privacy.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Differential Privacy

Reference 58

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source=pdf_text observed=2026-08-09T23:22:44.530306Z digest=sha256:0b14c7aef009dee000275d0e0dfada7f694b5549e740a90ebef47bb164b7d82b

Observation b399ba60-be9c-4673-b54e-6eb24c7a4da5 · outbound

This paper cites Calibrating noise to sensitivity in private data analysis.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Calibrating noise to sensitivity in private data analysis

Reference 59

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source=pdf_text observed=2026-08-09T23:22:44.539913Z digest=sha256:8cefe4763595111836e71f70a12d7610c3a21fa857bb633b4807b1475e1f547e

Observation 05ab9474-4e6e-4546-b55e-dac70df255cf · outbound

This paper cites Tor: The second-generation onion router.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Tor: The second-generation onion router

Reference 60

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source=pdf_text observed=2026-08-09T23:22:44.517128Z digest=sha256:4af63fbced4aa8ad79997614cc85cb895372a4249085a455a986d37536e15962

Observation 321828be-3c08-4dd7-a769-ef02bfeafbc4 · outbound

This paper cites The Algo- rithmic Foundations of Differential Privacy.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The Algo- rithmic Foundations of Differential Privacy

Reference 61

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source=pdf_text observed=2026-08-09T23:22:44.549575Z digest=sha256:6cb9840c8c0280357648c98190fa78d770049af666a73a416c2bfc1f16d540ca

Observation ecd1d838-0c1b-45e4-af12-7c5b6730c251 · outbound

This paper cites Hacking the Law: Are Bug Bounties a True Safe Harbor?.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Hacking the Law: Are Bug Bounties a True Safe Harbor?

Reference 62

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source=pdf_text observed=2026-08-09T23:22:44.554381Z digest=sha256:52683e78348abb913dde5be9ece69f2f75f3835ae018ebb62de6ec80681fe1c7

Observation 6d70b59e-9aa0-4a50-aad9-0be5238bada6 · outbound

This paper cites Transparency and the Black Box Problem: Why We Do Not Trust AI.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Transparency and the Black Box Problem: Why We Do Not Trust AI

Reference 63

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source=pdf_text observed=2026-08-09T23:22:44.558721Z digest=sha256:c3f4561e527bfccf66168e046f3a1eaa82708272fd463387f4644beea183dfce

Observation 7d7ead97-cd25-4b78-b53c-ca6add1c8e4e · outbound

This paper cites an unresolved cited work.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-09T23:22:44.534856Z digest=sha256:aecad8cd48b461c7d40592eb88daace3d79491a9fefa13bd028e19492afcf5b0

Observation 14b54011-6db6-4af9-a669-6c1f027bacd9 · outbound

This paper cites Red-Teaming for Generative AI: Silver Bullet or Security Theater?.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Red-Teaming for Generative AI: Silver Bullet or Security Theater?

Reference 65

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source=pdf_text observed=2026-08-09T23:22:44.567983Z digest=sha256:b5eb6ca5e05d872a09fc455945ba0da71113df46549bd505c54f948e7f3bbc0c

Observation 2ba8b014-d57f-4869-89b5-941933ce30f3 · outbound

This paper cites Privacy- preserving datamining on vertically parti- tioned databases.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Privacy- preserving datamining on vertically parti- tioned databases

Reference 66

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source=pdf_text observed=2026-08-09T23:22:44.544659Z digest=sha256:83fc1c5e2db9aaac737fc5c813815e5d9645c0d07d0b5c1f64fd9a469f68c38e

Observation 5966fb13-253c-483f-b6b4-92f9e9988972 · outbound

This paper cites url: https://doi.org/10.1109/MSEC.2024.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI url: https://doi.org/10.1109/MSEC.2024

Reference 67

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source=pdf_text observed=2026-08-09T23:22:44.490020Z digest=sha256:1b9219424eae9ac7e87b1b7cf41a88f38b1c1974bd65dcb8c296b9d256914f3e

Observation 4738b33e-f87d-45e5-b5fb-cfc1b18a7c6c · outbound

This paper cites Cryptography Engineering: Design Principles and Practical Applications.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Cryptography Engineering: Design Principles and Practical Applications

Reference 68

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source=pdf_text observed=2026-08-09T23:22:44.582203Z digest=sha256:0d22ee6f22ef08c53f47ed56208ca7f66861b435a9ae1ff3bc0a705ea7c336ba

Observation 703f11f1-ed2d-470b-90e7-95c4bba8eb9c · outbound

This paper cites Open sourcing AI: intellectual property at the service of platform leader- ship.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Open sourcing AI: intellectual property at the service of platform leader- ship

Reference 69

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source=pdf_text observed=2026-08-09T23:22:44.586350Z digest=sha256:67badcd0c21970d8b769f9e8422647eb5f7925f989c2275f140aca368fc4a757

Observation b4c8e17d-b50e-4e96-8f6b-b57d83392d79 · outbound

This paper cites Ask an Ethicist: Vulnera- bility Disclosure.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Ask an Ethicist: Vulnera- bility Disclosure

Reference 70

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source=pdf_text observed=2026-08-09T23:22:44.563383Z digest=sha256:d6abb7cadc8f68c9d16e590bee6360f1007a64a3578077519aa640b2ad615b41

Observation 419bed34-51bd-4ec7-a7be-ec05a3d292bc · outbound

This paper cites Judicial leadership matters (yet again): the asso- ciation between judge and public trust for artificial intelligence in courts.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Judicial leadership matters (yet again): the asso- ciation between judge and public trust for artificial intelligence in courts

Reference 71

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source=pdf_text observed=2026-08-09T23:22:44.595267Z digest=sha256:81abca6971d8d5fae4b6d22dac965f308f4b1169b9c0df17c586e69cf6c2d5f6

Observation 21ca8e1e-b97d-4ddf-bffd-600efb6de94c · outbound

This paper cites A trustworthy AI reality-check: the lack of trans- parency of artificial intelligence products in healthcare.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI A trustworthy AI reality-check: the lack of trans- parency of artificial intelligence products in healthcare

Reference 72

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source=pdf_text observed=2026-08-09T23:22:44.573164Z digest=sha256:327a9b0c85851af364dbbbf22b46520926547f11825b2b07cf343b9ed55f2e45

Observation 02634e1f-c234-4246-8d9a-d33b1981bc31 · outbound

This paper cites Towards Transparency by Design for Artificial Intelligence.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Towards Transparency by Design for Artificial Intelligence

Reference 73

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source=pdf_text observed=2026-08-09T23:22:44.577737Z digest=sha256:ebb7874bd2328833ef89cf9068585a8478b6f32e1ce7a0c42ea25123a1c1f5e7

Observation 34748848-a165-4688-ab3d-b49161c5d41d · outbound

This paper cites an unresolved cited work.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-09T23:22:44.608722Z digest=sha256:53092dd20503cbb91793325a73fc7fcea2cfc62984f26fa18ee52fc367c25f02

Observation 9bcd1a69-f0ad-48a8-bbe3-bcdc955bdad3 · outbound

This paper cites an unresolved cited work.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-09T23:22:44.613448Z digest=sha256:bb418c51a5d1879834eda7afccfa217d1d89224a78e2243ddc08ece4ddeb30ad

Observation 40d49e76-ac0d-4cf3-aeee-69ea14aed83d · outbound

This paper cites Fairness and Bias in Artifi- cial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Fairness and Bias in Artifi- cial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies

Reference 76

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Observation 39b81e49-549c-4bfd-9752-52cfb1009a7a · outbound

This paper cites BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

Reference 77

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Observation 800809ae-2de2-4c0d-8af8-8aa9ffb29646 · outbound

This paper cites Ethics governance development: The case of the Menlo Report.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Ethics governance development: The case of the Menlo Report

Reference 78

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Observation 3a62eb2e-64be-460f-b0fd-0d511655cbed · outbound

This paper cites Searchlights across the black box: Trade secrecy versus access to information.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Searchlights across the black box: Trade secrecy versus access to information

Reference 79

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Observation 4dae011e-7996-4bc8-a8b3-ef8f85316e76 · outbound

This paper cites The tech industry can’t agree on what open-source AI means.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI The tech industry can’t agree on what open-source AI means

Reference 80

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Observation 32d1d60a-6ba7-4c3a-8a4f-87108a9e6b3b · outbound

This paper cites Not all ‘open source’ AI models are actually open: here’s a rank- ing.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Not all ‘open source’ AI models are actually open: here’s a rank- ing

Reference 81

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Observation cbda8738-9fb6-4bb9-8d87-766349ffa2c4 · outbound

This paper cites Dynamic Capability and Open-Source Strategy in the Age of Digital Transformation.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Dynamic Capability and Open-Source Strategy in the Age of Digital Transformation

Reference 82

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Observation 9711a433-0e7d-4ce0-ad72-ba08845df6c0 · outbound

This paper cites Public Procurement Transparency and its Potential to Reduce Corruption in Low-Income Countries.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Public Procurement Transparency and its Potential to Reduce Corruption in Low-Income Countries

Reference 83

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Observation 536ad606-4dce-43c6-a005-d9a070e19d1d · outbound

This paper cites Quantifying the Pressure of Legal Risks on Third-party Vulnerability Research.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Quantifying the Pressure of Legal Risks on Third-party Vulnerability Research

Reference 84

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Observation e732eefd-b71f-4ea5-b375-b0a88fd2052a · outbound

This paper cites Computational approaches to Explainable Artificial Intelli- gence: Advances in theory, applications and trends.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Computational approaches to Explainable Artificial Intelli- gence: Advances in theory, applications and trends

Reference 85

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Observation 990ceeea-19d9-4775-93d9-ddaa88e371bf · outbound

This paper cites Machine Un- learning via Simulated Oracle Matching.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Machine Un- learning via Simulated Oracle Matching

Reference 86

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Observation d9dd4b5c-6324-4232-b976-d30f2ef4f6ba · outbound

This paper cites A global taxonomy of interpretable AI: unifying the terminology for the techni- cal and social sciences.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI A global taxonomy of interpretable AI: unifying the terminology for the techni- cal and social sciences

Reference 88

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Observation 2a70939a-3890-4598-9dcc-e0007e46b1ac · outbound

This paper cites Ap- ple, Nvidia, Anthropic Used Thousands of Swiped YouTube Videos to Train AI.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Ap- ple, Nvidia, Anthropic Used Thousands of Swiped YouTube Videos to Train AI

Reference 89

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Observation 20c30566-0f80-4b9e-9c9d-879b8414a061 · outbound

This paper cites NIST Asks Public to Help Future-Proof Elec- tronic Information.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI NIST Asks Public to Help Future-Proof Elec- tronic Information

Reference 90

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Observation 1c8a7af2-c6be-4994-9985-115720e30eda · outbound

This paper cites Problems of monetary management: the U.K. experience.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Problems of monetary management: the U.K. experience

Reference 91

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Observation 449569be-f0c4-471e-9c8c-f539b1300d94 · outbound

This paper cites Black box algorithms and the rights of individuals: no easy solution to the.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Black box algorithms and the rights of individuals: no easy solution to the

Reference 92

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Observation 55a6b5aa-e727-412b-a59d-dafe2440a924 · outbound

This paper cites Towards Learning from Losing Aaron Swartz.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Towards Learning from Losing Aaron Swartz

Reference 93

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Observation a0a7ebeb-4a64-4e33-8fd5-fa2defc548ec · outbound

This paper cites Community Norms as Self-Regulation of Generative AI in Creative Industries.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Community Norms as Self-Regulation of Generative AI in Creative Industries

Reference 94

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Observation 88e57f07-6562-42dd-9e84-5932f164097f · outbound

This paper cites Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence

Reference 95

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Observation db27de01-aa6a-4eb7-a1c6-2724321a7c78 · outbound

This paper cites Fanstastic Copyrighted Beasts and How (Not) to Generate Them.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Fanstastic Copyrighted Beasts and How (Not) to Generate Them

Reference 96

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Observation e6bb24bb-ca04-4eb1-be18-f910f9b47d9a · outbound

This paper cites OLMo: Accelerating the Science of Language Models.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI OLMo: Accelerating the Science of Language Models

Reference 97

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Observation e077ab91-fdf4-46da-84ef-2647fdce5f47 · outbound

This paper cites An Overview of Catastrophic AI Risks.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI An Overview of Catastrophic AI Risks

Reference 98

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Observation 88030340-955c-4fbb-894e-b0dc5a9d7afa · outbound

This paper cites Post-Quantum Cryptography Minimum Acceptability Requirements.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Post-Quantum Cryptography Minimum Acceptability Requirements

Reference 99

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Observation 035f43f1-4479-43d1-aec0-6de4316afe8c · outbound

This paper cites Expe- riences with improving the transparency of AI models and services.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Expe- riences with improving the transparency of AI models and services

Reference 100

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Observation 3e962063-6149-4953-8d47-5c2a9b00db33 · outbound

This paper cites Privacy, accuracy, and model fairness trade-offs in federated learning.

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI Privacy, accuracy, and model fairness trade-offs in federated learning

Reference 101

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source=pdf_text observed=2026-08-09T23:22:44.703455Z digest=sha256:8cf34b260aabf093067cf1fd65a738aa3d3e94e78f34df91e7d5f15cc7b86eb1

Pith citing papers

Observation c9a28676-7bb6-4bdd-8446-bea94e5afa18 · inbound

"The System Will Choose Security Over Humanity Every Time": Understanding Security and Privacy for U.S. Incarcerated Users cites this paper.

"The System Will Choose Security Over Humanity Every Time": Understanding Security and Privacy for U.S. Incarcerated Users The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI

Reference 40

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source=pdf_text observed=2026-05-13T22:30:06.667707Z digest=sha256:e80f640542febb15e852cc8dc5b160cfbc406ec2b976cbc0d10a40954c1344ca