Paper Citation Record · LEDGER

When Forgetting Triggers Backdoors: A Clean Unlearning Attack

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2506.12522.

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

pith.paper-citation-record.v1
2506.12522 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:51:54.224419Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact3
verified fuzzy12
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86e0c616-a10d-4358-a79f-ab68c9e29c16 · outbound

This paper cites The eu proposal for a general data protection regulation and the roots of the ‘right to be forgotten’,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack The eu proposal for a general data protection regulation and the roots of the ‘right to be forgotten’,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.041961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e50fab84-9860-4d64-b0c1-05a2307053f6 · outbound

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

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Can bad teaching induce forgetting? unlearning in deep networks using an incompetent teacher,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.047995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05ea3f09-6138-4a0d-8989-f0d38a5447e7 · outbound

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

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Eternal sunshine of the spotless net: Selective forgetting in deep networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.898626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b9e243d2-db80-4dc6-adee-75f69b63dfb0 · outbound

This paper cites Boundary unlearning: Rapid forgetting of deep networks via shifting the decision boundary,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Boundary unlearning: Rapid forgetting of deep networks via shifting the decision boundary,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.059544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ef4aa6-381e-4878-be68-819a8ab1af9e · outbound

This paper cites How secure is forgetting? link- ing machine unlearning to machine learning attacks,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack How secure is forgetting? link- ing machine unlearning to machine learning attacks,

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:51:54.543187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 985da025-8c4b-4063-abad-51ee23ec4fb7 · outbound

This paper cites Backdoor attacks via ma- chine unlearning,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Backdoor attacks via ma- chine unlearning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.866957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6501133b-9ebd-4690-8707-754e179d5bad · outbound

This paper cites Backdoor attack through machine unlearning,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Backdoor attack through machine unlearning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.077568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1818fb12-705e-4d57-9159-18db372da956 · outbound

This paper cites {UBA-Inf}: Unlearning activated backdoor attack with {Influence-Driven} camouflage,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack {UBA-Inf}: Unlearning activated backdoor attack with {Influence-Driven} camouflage,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.083389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4693d6f8-2a85-4629-9728-7baaee92c514 · outbound

This paper cites Selective Forgetting of Deep Networks at a Finer Level than Samples.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Selective Forgetting of Deep Networks at a Finer Level than Samples

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.088820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 211fd03a-f04c-44c5-8027-02a1723f59e4 · outbound

This paper cites How to backdoor federated learning,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack How to backdoor federated learning,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.095140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bf37702-2144-4a77-97d3-02d364a22873 · outbound

This paper cites More is better (mostly): On the backdoor attacks in federated graph neural networks,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack More is better (mostly): On the backdoor attacks in federated graph neural networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.812237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3835f7a-2200-4017-94d8-d1a29ac20fe7 · outbound

This paper cites Turning privacy- preserving mechanisms against federated learning,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Turning privacy- preserving mechanisms against federated learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.793741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 05d14388-bcaa-4382-b926-6ca54a68da85 · outbound

This paper cites Let's Focus: Focused Backdoor Attack against Federated Transfer Learning.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Let's Focus: Focused Backdoor Attack against Federated Transfer Learning

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:51:54.356631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 86e9ac66-b619-4755-972f-85fa229971f0 · outbound

This paper cites Badnets: Evaluating backdooring attacks on deep neural networks,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Badnets: Evaluating backdooring attacks on deep neural networks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.119424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd674f9-1547-437d-bb5c-34cf2d279edc · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.124685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9cea1ac-e74f-4e7d-880a-535989883147 · outbound

This paper cites Invisible backdoor attack with sample-specific triggers,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Invisible backdoor attack with sample-specific triggers,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.131314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c40392-07b6-47a7-891a-889eb5db4a81 · outbound

This paper cites Narcissus: A practical clean-label backdoor attack with limited information,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Narcissus: A practical clean-label backdoor attack with limited information,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.751313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f03f3ae7-f1e9-485f-ae68-04843caa6875 · outbound

This paper cites Silent Killer: A Stealthy, Clean-Label, Black-Box Backdoor Attack.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Silent Killer: A Stealthy, Clean-Label, Black-Box Backdoor Attack

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:51:54.307949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dcd2a4ec-a1dd-4c7d-b324-25a31cad5a78 · outbound

This paper cites Combat: Alternated training for effective clean-label backdoor attacks,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Combat: Alternated training for effective clean-label backdoor attacks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.732024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97c85575-9899-45b4-a725-35c32fb9568a · outbound

This paper cites Backdoor attacks against deep image compression via adaptive frequency trigger,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Backdoor attacks against deep image compression via adaptive frequency trigger,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.713524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ea48ca7-3e36-4be6-baad-bb7483d973bd · outbound

This paper cites An invisible black-box backdoor attack through frequency domain,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack An invisible black-box backdoor attack through frequency domain,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.695291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d57dddcf-aa30-49f3-bdc3-b7e9ed269610 · outbound

This paper cites An empirical study of example forgetting during deep neural network learning,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack An empirical study of example forgetting during deep neural network learning,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.165304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e8e371a-ea96-4f75-84f9-aeb6f662315f · outbound

This paper cites The mnist database of handwritten digit images for machine learning research,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack The mnist database of handwritten digit images for machine learning research,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.170656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfda458f-7dee-47b2-af20-8fc658c8f57e · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.177002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d6e194-bff3-4b61-983c-18ecda7b0099 · outbound

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

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Learning multiple layers of features from tiny images,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.183137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 515140c6-a2d0-4df5-8ab9-cbc70c6bb8bd · outbound

This paper cites An analysis of single-layer networks in unsupervised feature learning,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack An analysis of single-layer networks in unsupervised feature learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.643311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e466b0b1-5a2c-4393-a026-aa00e633df63 · outbound

This paper cites Deep residual learning for image recognition,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Deep residual learning for image recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.195178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40212c7d-2f02-4867-923a-2a31426147ac · outbound

This paper cites Very deep convolutional networks for large-scale image recognition,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Very deep convolutional networks for large-scale image recognition,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.201788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee048ca-4ccf-405a-a80b-1aa7d7686e05 · outbound

This paper cites Striving for simplicity: The all convolutional net,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Striving for simplicity: The all convolutional net,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.600861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bbca12d0-d7ec-408c-817c-851ca8e84309 · outbound

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

When Forgetting Triggers Backdoors: A Clean Unlearning Attack An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:54.213547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659a6bbf-0e48-4acb-8aa1-94e8b2b755ba · outbound

This paper cites Distilling cognitive backdoor patterns within an image,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Distilling cognitive backdoor patterns within an image,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.581337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b4e8467-e020-4f5b-b350-a0e9a700f370 · outbound

This paper cites Neural cleanse: Identifying and mitigating backdoor attacks in neural networks,.

When Forgetting Triggers Backdoors: A Clean Unlearning Attack Neural cleanse: Identifying and mitigating backdoor attacks in neural networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:51:54.564153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.