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Paper Citation Record · LEDGER

Erased, but Not Gone: Output Forgetting Is Not True Forgetting

As of 20 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2606.25001.

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

pith.paper-citation-record.v1
2606.25001 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:05:10.880030Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:47:11.986123Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

  • verified exact9
  • verified fuzzy0
  • unresolved27
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c3daeb9-1ea5-4057-a1c1-16d3d9b9dbf5 · outbound

This paper cites Towards unbounded ma- chine unlearning.Advances in neural information processing systems, 36:1957–1987, 2023.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Towards unbounded ma- chine unlearning.Advances in neural information processing systems, 36:1957–1987, 2023

Reference 1

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:56f1c1ac193ced9b08c4871a02d4c1ce9bfdacaa3a78650392c039d7fb38db63

Observation 6c1ee46c-da68-4c57-a713-95ce94cea666 · outbound

This paper cites Boundary unlearning: Rapid forget- ting of deep networks via shifting the decision boundary.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Boundary unlearning: Rapid forget- ting of deep networks via shifting the decision boundary

Reference 2

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:54f066f978e5febcd6c07b97b5abc418a477995d2433630b5412f6ca9c58d6f3

Observation ec0e6c33-2686-487d-ae46-fd59e07dacb4 · outbound

This paper cites Fast yet effective ma- chine unlearning.IEEE transactions on neural networks and learning systems, 35(9):13046–13055, 2023.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Fast yet effective ma- chine unlearning.IEEE transactions on neural networks and learning systems, 35(9):13046–13055, 2023

Reference 3

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:8311f150bdaa8954a241a61d720e3d50765fda148fe07940f096f8abe458d2a0

Observation 18a0a522-11bf-4340-9002-95581b4bd3d7 · outbound

This paper cites Amnesiac machine learning.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Amnesiac machine learning

Reference 4

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unresolved
no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:84e5b6918ae969b4887f296b2340d333b16ae46c8767c587a5437d77e4cd4488

Observation f75406a1-a398-4f30-a195-dbc828692f10 · outbound

This paper cites Fast machine unlearning without retraining through selective synaptic dampening.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Fast machine unlearning without retraining through selective synaptic dampening

Reference 5

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unresolved
no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:11204da606f0dfeda78bc9ffecf49a9b2c52fe4b169de6d6a1f661a120cf2d2f

Observation 5e544378-7511-49d2-bd85-c6021d04a74a · outbound

This paper cites Member- ship inference attacks from first principles.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Member- ship inference attacks from first principles

Reference 6

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unresolved
no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:3888250f1baf8ba0b01e6fc09f94760064b8b07df14373da4f3fe31b4a532014

Observation 08d40054-4b84-46e6-8e28-8a7f3c62afb2 · outbound

This paper cites Towards making systems forget with machine unlearning.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Towards making systems forget with machine unlearning

Reference 7

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unresolved
no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:7545c5fdfe7bd86982b6b24b09abe30abfcde1926573a4939ad7302717db7396

Observation e2485e82-fe11-4a72-988c-e0d65af21a1d · outbound

This paper cites Machine unlearning.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Machine unlearning

Reference 8

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unresolved
no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:97dfb49c68dcf8b06f126ffe4699e6982f9ad7432321ae599c395cf69fad6332

Observation fcd7692a-8952-47b0-a077-8897a936ae3a · outbound

This paper cites Machine unlearning: Solutions and challenges.IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Machine unlearning: Solutions and challenges.IEEE Transactions on Emerging Topics in Computational Intelligence, 2024

Reference 9

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:4ff8be13d723c1afee1fe3aabeaa31348b938933791c4d10321c4db2f36b9ad0

Observation 65f837a5-4339-4f6a-9773-2d1b8fa4056e · outbound

This paper cites Making ai forget you: Data deletion in machine learning.Advances in neural information processing systems, 32, 2019.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Making ai forget you: Data deletion in machine learning.Advances in neural information processing systems, 32, 2019

Reference 10

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:b0ae3315504b5ab2550d8e18fd3e2c4fa28dc10652e3dc50d0b099d653cc1134

Observation f860fd99-52ed-4b58-ad75-b986407beeb7 · outbound

This paper cites Can bad teaching induce forgetting? unlearning in deep networks using an incompetent teacher.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Can bad teaching induce forgetting? unlearning in deep networks using an incompetent teacher

Reference 11

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:bf3a09d978224116ad3198374bf24de3ff736cfff8b525ad42a624d78320cfc7

Observation 32c0da6e-a180-4e7b-9d9a-df878ba12063 · outbound

This paper cites Unrolling sgd: Understanding factors influencing machine unlearning.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Unrolling sgd: Understanding factors influencing machine unlearning

Reference 12

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no resolver link, observed 2026-06-26T00:05:10.880030Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:48973a3c7b7480d8dbcfaf970b10ebd31f8037824d3fe4b8f06838b84ecb0da2

Observation 3c2cbcb4-45c7-44fd-9f6c-62b8334edcdc · outbound

This paper cites Maverick: Collaboration-free federated unlearning for medical privacy.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Maverick: Collaboration-free federated unlearning for medical privacy

Reference 13

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:af2b668b6ed619c86273626214e240efca2b28b965002dbc30422217580d0a7a

Observation 280c8fa6-0f0f-427a-a528-5ce847e35ff2 · outbound

This paper cites POUR: A Provably Optimal Method for Unlearning Representations via Neural Collapse.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting POUR: A Provably Optimal Method for Unlearning Representations via Neural Collapse

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-04T16:59:58.222712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:ceae9cbb9a5daca2aadafa48f47f20921f60ffe88ff48be89d9030339f5d8e5d

Observation b473536c-33e2-4be7-8455-007ff53b8b7e · outbound

This paper cites Eternal sunshine of the spotless net: Selective forgetting in deep networks.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Eternal sunshine of the spotless net: Selective forgetting in deep networks

Reference 15

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unresolved
no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:81374fd205d3f1efa14acd2910ab06cd26b2a9a38d13333898b0951f295f9701

Observation 7e779d15-8e09-42e0-9471-531dac90fb61 · outbound

This paper cites Forgetting outside the box: Scrubbing deep networks of information accessible from input-output observations.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Forgetting outside the box: Scrubbing deep networks of information accessible from input-output observations

Reference 16

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no resolver link, observed 2026-06-26T00:05:10.880030Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:8ca5355d1b28b5a9f3cc7ba5a8de69518a68cf6e3f4f33e711545fbd54aaaf8a

Observation 08e55453-eaa4-499c-b7d5-7087fd227b77 · outbound

This paper cites Similarity of neural network representations revisited.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Similarity of neural network representations revisited

Reference 17

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:5581870cc71b21fa8287c8f6c95b918cb92fc8b6162d453a877896c896bf6410

Observation 58a0bc33-9b0e-4fce-8891-6a1d95d5cdd7 · outbound

This paper cites Learning multiple layers of features from tiny images.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Learning multiple layers of features from tiny images

Reference 18

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:b1da00d67355598507b8410a1949933c51ae0647060f042a8ff610146deed207

Observation c69cc690-52f9-4f35-ab1c-fd850589a3ef · outbound

This paper cites Tiny imagenet visual recognition challenge.CS 231N, 7(7):3, 2015.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Tiny imagenet visual recognition challenge.CS 231N, 7(7):3, 2015

Reference 19

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:dfd1adf3ebc02eaa5cbde701d6250cd4e40ee90725ab89f6cb588c0f7adf0103

Observation ef43a594-e37f-4fd2-bfcb-4737aa1fae85 · outbound

This paper cites Deep unlearning: Fast and efficient gradient-free class forgetting.Transactions on Machine Learning Research, 2024.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Deep unlearning: Fast and efficient gradient-free class forgetting.Transactions on Machine Learning Research, 2024

Reference 20

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:700526853f7acb9410bc3308e84f54423b3f2cf0ea1aa374a3e15624d8d3c922

Observation a23a3cbc-931b-47d0-b63a-928149815b3f · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-07-04T16:59:58.236732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:1a0a9b62929e69305ee427bf4f82111f11937cbcd18686b146cea188dfe1bec1

Observation cbfef2f2-0688-4dc4-b13e-c26a77b10b19 · outbound

This paper cites Membership inference attacks against machine learning models.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Membership inference attacks against machine learning models

Reference 22

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no resolver link, observed 2026-06-26T00:05:10.880030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:877d221dc8acf3711791c41d12678fac847806d3cda80fd6bf4708361b262349

Observation 3a50fa73-34b7-45b6-bd92-af0df4d831bd · outbound

This paper cites Esc: Erasing space concept for knowledge deletion.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Esc: Erasing space concept for knowledge deletion

Reference 23

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:63546ee4a3c13e1fe859cd9a9a5a84ed1117163ac76cc8ff5ff3ce9a07bceb5a

Observation 9a86cfbd-4d34-4eed-9e3d-a80c5f48e8d0 · outbound

This paper cites Learn to unlearn for deep neural networks: Minimizing unlearning interference with gradient projection.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Learn to unlearn for deep neural networks: Minimizing unlearning interference with gradient projection

Reference 24

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no resolver link, observed 2026-06-26T00:05:10.880030Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:17f1b55f6fe374508c13466470767539e53ada166fc2c2d993f9c6e7edcafc4a

Observation 5827ac01-0bce-4e43-967e-50af88072780 · outbound

This paper cites Representation Unlearning: Forgetting through Information Compression.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Representation Unlearning: Forgetting through Information Compression

Reference 25

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verified exact
local_arxiv, observed 2026-07-04T16:59:58.212370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:7d6c7e1bac0c24e106ea6e8fff55a434523be3aa036970c75b2bb7d9ad1410cf

Observation c8603a3c-4b62-4aec-b6c9-1bb79573624e · outbound

This paper cites Contrastive Unlearning: A Contrastive Approach to Machine Unlearning.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Contrastive Unlearning: A Contrastive Approach to Machine Unlearning

Reference 26

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verified exact
arxiv_id, observed 2026-07-04T16:59:58.216469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:55a48265fe6eef4df4b75aef3f27ebea4ce91800c5aea11b1eff1052555abce0

Observation 3cbd6613-8930-4e78-8a1a-3caeb70f0a17 · outbound

This paper cites Erase at the core: Representation unlearning for ma- chine unlearning.arXiv preprint arXiv:2602.05375, 2026.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Erase at the core: Representation unlearning for ma- chine unlearning.arXiv preprint arXiv:2602.05375, 2026

Reference 27

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verified exact
arxiv_id, observed 2026-07-04T16:59:58.219614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:abd4b7dc3af1a778717d36d51793bde2928ef8b72a75b4c34b5da2bf016c70a7

Observation 03e4b10e-a49a-4187-9dde-6b9a2581cc0a · outbound

This paper cites DUCK: Distance-based Unlearning via Centroid Kinematics.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting DUCK: Distance-based Unlearning via Centroid Kinematics

Reference 28

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verified exact
arxiv_id, observed 2026-07-04T16:59:58.229339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:f237e1129d54f8fcc5131165a3d3c0d406ab99bd537721694f78e5cb7ebfcc90

Observation 3c49548e-9cf7-42b6-95bf-52dcd75dbf4c · outbound

This paper cites Selective unlearning via representation erasure using domain adversarial training.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Selective unlearning via representation erasure using domain adversarial training

Reference 29

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:b56ac9568595841f819d69e6bc6390daa432e876f3d7adf6eccc3babb08f372b

Observation 6bdb7a48-2d97-43dd-bd69-db8f2c4c1e7d · outbound

This paper cites Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations

Reference 30

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verified exact
arxiv_id, observed 2026-07-04T16:59:58.233674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:5fb870b5616767c97fe9f8bcdfba3954d6d6c05275aff7c65d8ad6fb32cd786f

Observation 0a433171-d70a-422b-b728-ce2ff1151b0e · outbound

This paper cites Are we truly forgetting? a critical re-examination of machine unlearning evaluation protocols.Engineering Applications of Artificial Intelligence, 167:113785, 2026.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Are we truly forgetting? a critical re-examination of machine unlearning evaluation protocols.Engineering Applications of Artificial Intelligence, 167:113785, 2026

Reference 31

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:6e8edf8491ab404fcaa1fd18cef0df91d73a81350274561c516105fea92b4e1b

Observation c21d883b-49cc-4356-baa5-885d8f624dbb · outbound

This paper cites An information theoretic evaluation metric for strong unlearning.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting An information theoretic evaluation metric for strong unlearning

Reference 32

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:0de8b1433deb489fd2d8a3fad27613e21225a05e6b5c57b2e28fbf02806ec8ee

Observation 584a0399-e7f7-450d-bab8-3a552cbc0f32 · outbound

This paper cites Visualizing data using t-sne.Journal of machine learning research, 9(11), 2008.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Visualizing data using t-sne.Journal of machine learning research, 9(11), 2008

Reference 33

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source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:02ee3964539a2f651d7bf11da83be2ff89234375f94279fcb5b96cd92fdd0304

Observation e1c42268-006d-4d73-b5a1-e289ce44334e · outbound

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

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-07-04T16:59:58.225971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:44e212a46328e440c09e14301b668c822ddedf47f08a6cc378920c498cbf741a

Observation 6b184bd7-ba66-41ac-808e-276448a7a17b · outbound

This paper cites SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing

Reference 35

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verified exact
local_arxiv, observed 2026-07-04T16:59:58.239708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:8d7f6d20cc8cc9aad432a490ea7966810ab13080ef7507027c2c7100e4147d7c

Observation dfc25b20-29e5-455f-ad3a-f5a9b745d335 · outbound

This paper cites Lotus: Large- scale machine unlearning with a taste of uncertainty.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting Lotus: Large- scale machine unlearning with a taste of uncertainty

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T00:05:10.880030Z digest=sha256:93ecd277244f774a584aab2132dca2660a89cb6f2953d045002ccdb13b72992c

Observation 81b2b249-940f-4906-8e04-9acbb428cb87 · outbound

This paper cites On the impossibility of retrain equivalence in machine unlearning.arXiv preprint arXiv:2510.16629, 2025.

Erased, but Not Gone: Output Forgetting Is Not True Forgetting On the impossibility of retrain equivalence in machine unlearning.arXiv preprint arXiv:2510.16629, 2025

Reference 37

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malformed identifier
arxiv_id, observed 2026-07-04T16:59:58.209066Z

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Pith citing papers

Observation 669921da-25f8-4b52-a5f8-68433bf18862 · inbound

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning cites this paper.

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning Erased, but Not Gone: Output Forgetting Is Not True Forgetting

Reference 20

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no resolver link, observed 2026-08-01T07:47:11.986123Z

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