Paper Citation Record · LEDGER

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting

As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2505.17160.

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

pith.paper-citation-record.v1
2505.17160 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:59:08.622330Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:58:55.007465Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:59:02.012611Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy13
unresolved25
parse uncertain2
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8922cc1-6538-4a07-8909-037d066803fa · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:18.227397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 070a88c6-718e-4ac3-af64-faa1fcc4ea39 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:18.013115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a5811e08-87ec-437d-bff3-0f12e0f6413f · outbound

This paper cites The Llama 3 Herd of Models.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting The Llama 3 Herd of Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:59:03.394404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c354809-ba16-4a00-a80d-a78f395b0396 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:17.841259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd78afd5-2976-417a-836d-38ced64e014f · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:17.584282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b1854256-9f67-4d66-9907-0c0b36247127 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:17.387931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f35701d3-6ef2-4d90-9206-49a1ac772330 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:17.086092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35b590c7-13d2-44ac-9dec-e509d0284bda · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:16.855976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 84c3341c-7421-4560-b087-ba99daa06e16 · outbound

This paper cites Smith, and Chiyuan Zhang.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Smith, and Chiyuan Zhang

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:16.635802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5ee6c204-e3a2-4372-9f50-4004d79bb17c · outbound

This paper cites Smith, Luke Zettlemoyer, Wen tau Yih, and Mike Lewis.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Smith, Luke Zettlemoyer, Wen tau Yih, and Mike Lewis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:16.443095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2c86dbee-9a05-4785-aec7-895a20aa736d · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:16.036039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fd05d1a9-8aee-448c-9fab-74035604ca24 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:59:04.465093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2edda2-7e4a-4011-a32a-0909751dd5e2 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:15.804608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e9205146-8205-4472-89e7-e25c89b6414a · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Chi, Quoc V Le, and Denny Zhou

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:15.515624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3b3b336-2da4-4f5d-8085-defe42bdc941 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:15.255469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d71e1fc4-f7cc-4b7e-ad84-b50ab2875345 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:14.994279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ce61ea0c-7e90-4fd3-baf4-c77fddc9265a · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting OPT: Open Pre-trained Transformer Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:59:05.418313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba3e116-e1e1-4f3b-a48b-35862b010cf6 · outbound

This paper cites In First Con- ference on Language Modeling.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting In First Con- ference on Language Modeling

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:14.735365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 642402fa-bd89-4603-bcaa-dc5dfae4fae3 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:59:05.616230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460519dd-7f39-4a79-8bda-6bb1f638d638 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:14.539162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0c7aa4b7-bc82-43d8-8ab4-5822950db2b4 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:14.323818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f968714-725d-4d4a-9338-9444e837bbc5 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:14.060171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1bc3370c-fb52-401b-8049-0daf63265374 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:13.794029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 601688e9-87ff-47f2-ac75-0544c7a2baca · outbound

This paper cites Hogwarts Express,.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Hogwarts Express,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:13.493228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bb207755-5a43-4174-8469-ae8ede4774f2 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 26

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T14:59:13.202887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ff92f9f-b1be-4e18-a03c-f7b547039e1d · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:12.948192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a5f58ee6-6a29-45d9-9b3e-e93a36b21dcf · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:12.633485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2d15cd87-ae28-4dc4-9ca6-36e161ea26b9 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:12.369841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3331b30f-4856-4014-a55b-f527cad0ccbe · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:12.019249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5e2e813e-9030-4b2d-9f4e-1b41a2ee836d · outbound

This paper cites Luna" does NOT count as.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Luna" does NOT count as

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:11.735011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd37dd51-9f7c-4199-821b-03bd65ae7b4e · outbound

This paper cites possessive, titled, uppercase) in the user query.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting possessive, titled, uppercase) in the user query

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:11.176762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 44b21190-8350-4ef2-86dc-64b4a815874d · outbound

This paper cites Hogwarts.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Hogwarts

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:10.914466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fc04db8d-529d-4117-a686-73ee482e2c1a · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:10.680625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6d6d2350-d125-443f-9ea5-60f405329637 · outbound

This paper cites Phoenix" →.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Phoenix" →

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:10.041952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 37f0ef59-d211-4913-89c1-d76bc0c57105 · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 38

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T14:59:11.427282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf47fc3c-5bbb-413c-bf7b-da7e04afe340 · outbound

This paper cites Harry Potter.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Harry Potter

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:09.641499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b178b24d-fcf2-44be-99c8-35efc73d81cb · outbound

This paper cites Hogwarts.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Hogwarts

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:09.307662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 23660b39-9b38-427b-bbfa-e7458269324d · outbound

This paper cites an unresolved cited work.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:59:10.372887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 999cf22d-9a7e-4fcf-85ca-36744de21a7e · outbound

This paper cites Phoenix" →.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Phoenix" →

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:08.983863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3dcc644e-641b-47ec-a708-030768aa52e1 · outbound

This paper cites In The Twelfth Inter- national Conference on Learning Representations.

Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting In The Twelfth Inter- national Conference on Learning Representations

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:59:16.243980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation eba1948e-9ca9-4672-998a-7fce7e839ef4 · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting

Reference 86

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:59:02.071983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.