Paper Citation Record · LEDGER

How Far Are We from True Unlearnability?

As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2509.08058.

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

pith.paper-citation-record.v1
2509.08058 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:26:54.822164Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy1
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93a520dc-18ef-4455-a7c4-cb33b1aa377c · outbound

This paper cites Unlearnable Examples: Making Personal Data Unexploitable.

How Far Are We from True Unlearnability? Unlearnable Examples: Making Personal Data Unexploitable

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.795316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352fd9d4-b7de-4a55-82d3-855098ac7f82 · outbound

This paper cites Fantastic Generalization Measures and Where to Find Them.

How Far Are We from True Unlearnability? Fantastic Generalization Measures and Where to Find Them

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.798785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c981be75-2632-4537-81ee-7ed74a1eb7fd · outbound

This paper cites On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.

How Far Are We from True Unlearnability? On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.802229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4e3783-ca31-4bcf-be64-7cb7f79ff10d · outbound

This paper cites APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses.

How Far Are We from True Unlearnability? APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.806956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b55009c8-b8da-41df-a1de-08f2bf865600 · outbound

This paper cites How Does Sharpness-Aware Minimization Minimize Sharpness?.

How Far Are We from True Unlearnability? How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.811746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e072e93-aaad-4148-bc3a-08df46635c05 · outbound

This paper cites Entropy-sgd: Biasing gradient descent into wide valleys.Journal of Statistical Mechanics: Theory and Experiment, 2019(12): 124018,.

How Far Are We from True Unlearnability? Entropy-sgd: Biasing gradient descent into wide valleys.Journal of Statistical Mechanics: Theory and Experiment, 2019(12): 124018,

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:26:54.971593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3c04130-cea2-4484-a71e-f68c11479ecc · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

How Far Are We from True Unlearnability? Improved Regularization of Convolutional Neural Networks with Cutout

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.780115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 881fbf3a-8956-4431-9e28-1421ecdeddb5 · outbound

This paper cites Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data.

How Far Are We from True Unlearnability? Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.783878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 571bd8bd-0a82-4cb8-8093-4d62e96f20bd · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

How Far Are We from True Unlearnability? mixup: Beyond Empirical Risk Minimization

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.819244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b46ce6-0690-435b-955e-c85722b2b3cf · outbound

This paper cites Sharpness-Aware Minimization for Efficiently Improving Generalization.

How Far Are We from True Unlearnability? Sharpness-Aware Minimization for Efficiently Improving Generalization

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.788193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91040169-e574-4899-9c3e-a7d11a4488eb · outbound

This paper cites Robust Unlearnable Examples: Protecting Data Against Adversarial Learning.

How Far Are We from True Unlearnability? Robust Unlearnable Examples: Protecting Data Against Adversarial Learning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.791630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa44f295-c7ff-4a30-a689-12bb603a05db · outbound

This paper cites One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks.

How Far Are We from True Unlearnability? One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.815536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f12fbe-79c9-454f-8ac8-cb9e5e1a9c6f · outbound

This paper cites an unresolved cited work.

How Far Are We from True Unlearnability? Unresolved cited work

Reference 2024

Resolution: malformed identifier; arxiv_id, observed 2026-08-04T21:26:54.852703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.