Paper Citation Record · LEDGER

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness

As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2506.03075.

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

pith.paper-citation-record.v1
2506.03075 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:26.370103Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T00:29:53.240959Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

14 of 14 outbound references displayed

verified exact2
verified fuzzy6
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 47a0ed9f-fb56-46f5-8fae-21449de519aa · outbound

This paper cites Steve Hanneke, Amin Karbasi, Mohammad Mahmoody, Idan Mehalel, and Shay Moran.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Steve Hanneke, Amin Karbasi, Mohammad Mahmoody, Idan Mehalel, and Shay Moran

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:27.526517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9955d95d-060b-4e3a-815f-3b27d0f024ec · outbound

This paper cites On Optimal Learning Under Targeted Data Poisoning.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness On Optimal Learning Under Targeted Data Poisoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:26.093767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de2e952-81c8-4acc-82ed-b420678ae4e6 · outbound

This paper cites Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:26.627751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 56ae7657-2af4-4bf9-91b4-56f02136b765 · outbound

This paper cites RAB: Provable Robustness Against Backdoor Attacks.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness RAB: Provable Robustness Against Backdoor Attacks

Reference 1985

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:26.370103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae5a90fd-c116-44c9-8530-f3404acbd720 · outbound

This paper cites Adversarial Attacks and Defences: A Survey.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Adversarial Attacks and Defences: A Survey

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:25.691458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3247237d-056c-4800-a90d-e03e51409c34 · outbound

This paper cites ISBN 1595932720.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness ISBN 1595932720

Reference 2006

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:23:27.179992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60fbe675-187f-474e-85ed-a4b86a467028 · outbound

This paper cites Agnostic estimation of mean and covariance.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Agnostic estimation of mean and covariance

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:27.340692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation befe9923-14b1-4ad3-a2d9-d8f4e5d8c4e2 · outbound

This paper cites Robustly-reliable learn- ers under poisoning attacks.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Robustly-reliable learn- ers under poisoning attacks

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:28.439402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6f7f0de3-be9a-4188-90f1-55c7e08568d0 · outbound

This paper cites Robust estimators in high dimensions without the computational intractability.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Robust estimators in high dimensions without the computational intractability

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:27.690988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad9d30a4-174f-4a11-9522-b4938f8c33b7 · outbound

This paper cites Guy Blanc and Gregory Valiant.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Guy Blanc and Gregory Valiant

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:27.980012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4734c03-1489-4e2f-b70c-30fd11295de9 · outbound

This paper cites URLhttps://doi.org/10.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness URLhttps://doi.org/10

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:25.556444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b870fb-478e-414d-b9c9-2c4e8597b032 · outbound

This paper cites Learning and Certification under Instance-targeted Poisoning.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Learning and Certification under Instance-targeted Poisoning

Reference 2022

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:26.816786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e73de6d-683e-43f8-a458-af1eed19a45c · outbound

This paper cites Marco Barreno, Blaine Nelson, Russell Sears, Anthony D.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Marco Barreno, Blaine Nelson, Russell Sears, Anthony D

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:28.197036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dfee6a8c-0605-4eeb-968b-dff226b19741 · outbound

This paper cites Adaptive and oblivious statistical adversaries are equivalent.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness Adaptive and oblivious statistical adversaries are equivalent

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:25.478497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 06b2e560-10ea-4d9a-b94e-33cf10df00e8 · inbound

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry cites this paper.

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:33:52.219235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.