Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:54:59.814211Z
Paper Citation Record · LEDGER
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning
As of 23 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 1 inbound Pith citation observation for arXiv:2505.08576.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-13T05:56:38.042978Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
96 of 96 outbound references displayed
- verified exact1
- verified fuzzy8
- unresolved86
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 1ff044ac-ea41-4da1-be5e-4ca7fc88d090 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.484295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09a1c573-8905-4481-9481-7d6d2eff3f1e · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.488403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1da01b0f-e5a5-4216-8ec7-8e4f99c214e4 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.492399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50815c9e-2a75-432a-b9ad-a085cbeaa778 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.496846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ebf9670-a6ee-428e-b19e-47ce21093e0f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.500343Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8a9dc2a-731e-4b72-9756-94ec2a08709f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.504069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86056cc8-29e1-4eee-96cc-7b836dda2f7d · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.508520Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a835c14-058b-4c19-ac17-844434e6bef0 · outbound
This paper cites Certified Machine Unlearning via Noisy Stochastic Gradient Descent.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Certified Machine Unlearning via Noisy Stochastic Gradient Descent
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.511850Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35256e8f-ae04-43c1-9a96-a5fc7f71890f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.515815Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16491374-38f4-473d-9b9d-1439a59d4167 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.519175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd97afff-22e0-41b4-b46a-735af7182798 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.529922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1810ab8c-d57f-475d-966c-6d340c5ffd3a · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.537472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f4fd181-7db9-4c0a-ae0d-225f86eb3c61 · outbound
This paper cites IEEE Transactions on Information Forensics and Security (2023).
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning IEEE Transactions on Information Forensics and Security (2023)
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.533194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac341d6e-3abb-445b-9739-e3cd2b369309 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.543984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1fa0d5b-4e5e-4d20-936d-e78222ec4d6f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.540669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d34bbbc-579b-4868-a1c8-0c04534927b8 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.550985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63a387f3-65a1-4102-a9bb-f621fb045b9b · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.547859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1722671b-519f-47ad-9eb2-2e1510bed245 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.694635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2aecafe0-2c04-4c44-944d-08f6564a05f1 · outbound
This paper cites Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.554340Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bc18d37-f520-4b0c-ba67-1bedc58eacb2 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.673701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a81497cb-0452-44c6-876e-0aa9efda2fe1 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.684841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1c9bbd85-93f3-4c23-967a-469e28713622 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.651055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 58073499-574e-4f28-9364-1ed0cf8ec28c · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.640809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation efb3fa75-d12a-4b67-bf09-d73e38db1c0c · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.661650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6eb58d43-5327-48bd-9e7c-7eba68d23fe9 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.619896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 50087d1f-6c88-497e-b283-468282c4616b · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.609491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0f4f5901-8337-4fb6-83ed-c68bb4f26a73 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.631424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e634f387-b68f-40ac-b760-1187357da65c · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.599726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49550c77-b2e1-4d21-a0b3-b005a6866b92 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.594118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f3a5441-089e-4175-a996-e3f6403e6ccf · outbound
This paper cites Gone but Not Forgotten: Improved Benchmarks for Machine Unlearning.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Gone but Not Forgotten: Improved Benchmarks for Machine Unlearning
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.595855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e90e2300-9d45-49cf-a9a8-f153c77b19df · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.573090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5b38c012-69ee-442c-b07c-4a750f1d8c0a · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.563110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e9b71539-483a-40e1-bd2f-7e8519309f76 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.554047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8ba7bc3a-d03b-4a4e-917e-5b818dea6f7b · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.583102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0108ef71-a93c-4a5d-88f9-996e3d57a6b3 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.531702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 44c1b9ad-6706-4dac-b90d-8f47727b5e69 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.520660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 86c56a43-afa7-4105-b146-1728ccbafaaa · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.509343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 45021164-0829-49df-8252-28717a81bc08 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.543700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1722b146-3843-43d4-be03-33f7665b854d · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.488330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8d5c2db9-2488-45c4-a3fc-a51a510adb86 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.642488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d51b4c8-18b7-479b-80cd-38fc54f4117d · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.462525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6e18b5b2-c0f0-4088-87cb-d480dd401a55 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.497766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fb395b9b-916f-45ed-b780-bca00c90b905 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.444757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d875b98c-4f62-4cf3-ace5-4606844e5206 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.434574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ccf53b3b-420c-4f27-ba42-179e4f32cfe2 · outbound
This paper cites In Conference on Neural Infor- mation Processing Systems.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning In Conference on Neural Infor- mation Processing Systems
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:55:00.473466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 712c4c7c-461b-4663-8e2f-fbf1c02c0c6f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.424058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4f107466-1be5-4f76-9311-532413d6d23b · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.453635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d209126a-b2f2-4605-aa22-546ed227031a · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.395013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7ea72d90-9eb7-4454-836b-1214ce8dba87 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.384777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 846e25bc-4712-4c77-bf47-83dbac3704d8 · outbound
This paper cites Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T21:54:59.855297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e8a561df-1c34-422a-923c-4305c914df10 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.364290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d7f6d4c5-deea-4958-9bc8-86e1fc2b8c5d · outbound
This paper cites In IEEE/CVF Conference on Computer Vision and Pattern Recognition.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning In IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:55:00.413829Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 274007e9-b320-41ca-9f5b-9640c0026382 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.404286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ef6aeeaf-262a-4f27-bd8f-7e7bb399f6f0 · outbound
This paper cites 2020.{Updates-Leak}: Data set inference and reconstruction attacks in online learning.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning 2020.{Updates-Leak}: Data set inference and reconstruction attacks in online learning
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:55:00.335661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 34d5a6a5-2a7f-4ac3-a766-fa400a5a1e72 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.701327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c6f2eac-161f-4e8f-83ce-9dced3c87eb0 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.374030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d3776506-9797-40ac-b0fb-6aa71c295c7c · outbound
This paper cites Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.710695Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b8155a2-c0fd-4466-b466-6d71c2ddeded · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:55:00.354468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8b709ec5-7163-4056-8dcd-7cd05631940d · outbound
This paper cites Get in Researchers; We’re Measuring Reproducibility.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Get in Researchers; We’re Measuring Reproducibility
Reference 60
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a3fa002c-5cb4-4481-ba3e-1c395011c909 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 61
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 17bd4319-c488-4309-ab7a-e5e3c3327e70 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 62
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.266709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 60203481-0889-497e-b455-92abcab966e2 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 63
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.256101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c93a1ab3-d3f2-4749-ba65-4475e8d57d4b · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 64
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6bbf3439-d54b-44af-b119-3acdd353a815 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 65
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d2b8f4c-dc5e-48ed-8088-a506ae8b6a2d · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 66
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4ebcf0e1-a763-4fe2-963c-dd3cade95422 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 67
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2293f47a-679d-434f-b475-fbb52cedf4ff · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 68
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8efb6f8f-bef1-4c37-a67a-eeb37c196f7f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 69
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9a76ab4c-1454-4908-b6bf-6c8dcc86e3b2 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 70
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9401e435-da56-4e7a-b696-3626a0f734fa · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 71
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 698fead2-3cd4-4c1b-8721-8aa9e423f723 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 72
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26937454-848a-4ef9-89e9-d1f4b8f59cc1 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 73
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46dc2f22-45c2-4d20-90e7-44fa92420bb0 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 74
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 49cd5104-1aa3-42e8-9d3d-ba31a3e8981d · outbound
This paper cites Rossi, and Raman Arora.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Rossi, and Raman Arora
Reference 75
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 18156fe6-9d82-41cf-8fe7-35bd0eb91f24 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 76
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation eab46678-84b8-462f-8584-a4205784be38 · outbound
This paper cites In Network and Distributed Systems Security Symposium.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning In Network and Distributed Systems Security Symposium
Reference 77
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.200237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a561c0ac-a8c6-4faa-af38-576494fce64a · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 80
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.167001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6099eac8-a1aa-47bf-93b2-79d5c6e6cf56 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 83
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.138049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 56ae87c8-6fe1-4a68-87e2-7ac352a5e0e7 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 84
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.127899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7df0ea03-62b5-495c-ac91-26b06a183ebd · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 85
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5cab9c7e-664a-4464-b879-573d752e2afa · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 87
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6b798713-29b1-43c0-b59c-c9f73614bf29 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 88
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4e24157b-6d6b-4d1f-809b-1f7a25139333 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 89
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0d6588cc-e1b5-44e0-b771-ac330b2e89ec · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 90
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b11a6a3c-616b-447a-a42b-900bd170cac0 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 91
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 529957e5-1fdf-46e4-b8b1-4b16eb8dd6e6 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 92
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c5ae3216-39f7-4066-91ff-bf190d886606 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 93
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8398f74d-934a-4235-8737-d5ed8bb92d09 · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 94
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7df10018-c2ad-49c4-9be2-31385b6bde2f · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 95
- Resolution
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- raw_fallback, observed 2026-08-15T21:55:00.017792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1618c3fb-808c-497c-aabf-ccf468e08a0b · outbound
This paper cites an unresolved cited work.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Unresolved cited work
Reference 96
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4b652db0-095a-434e-9c0a-735aced60a14 · outbound
This paper cites unseen" data with respect to𝜃𝑢. Formally, MIA-Efficacy = 𝑇𝑁 |D 𝑓|, (3) where𝑇𝑁 denotes the true negatives, i.e., the number of forget- ting data predicted as “unseen.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning unseen" data with respect to𝜃𝑢. Formally, MIA-Efficacy = 𝑇𝑁 |D 𝑓|, (3) where𝑇𝑁 denotes the true negatives, i.e., the number of forget- ting data predicted as “unseen
Reference 97
- Resolution
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- raw_fallback, observed 2026-08-15T21:54:59.996875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6256666e-0a5f-45a9-877c-3f0e1882eff5 · outbound
This paper cites Certified Data Removal from Machine Learning Models.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning Certified Data Removal from Machine Learning Models
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.606284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dd52ce6-2a0d-46fa-8e6b-bb3ffa920d4f · outbound
This paper cites In Conference on Neural Information Processing Systems.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning In Conference on Neural Information Processing Systems
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:55:00.318813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9937e4cc-fdb4-4398-825c-d0fc02feba0d · outbound
This paper cites In Interna- tional Joint Conference on Artificial Intelligence.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning In Interna- tional Joint Conference on Artificial Intelligence
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:55:00.149009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e5fc062b-edce-423f-9954-5fa69127f13e · outbound
This paper cites In AAAI Conference on Artificial Intelligence.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning In AAAI Conference on Artificial Intelligence
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.526584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e25d71d6-473b-4e22-a4c8-b4d2f7e6c4a1 · outbound
This paper cites An Information Theoretic Approach to Machine Unlearning.
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning An Information Theoretic Approach to Machine Unlearning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:54:59.563955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation f6fe9d5d-22dc-4929-af94-1c0f68d6b42a · inbound
Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data cites this paper.
Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data MUBox: A Critical Evaluation Framework of Deep Machine Unlearning
Reference 32
- Resolution
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- arxiv_id, observed 2026-05-13T05:57:21.688691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.