Paper Citation Record · LEDGER

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries

As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2508.10039.

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

pith.paper-citation-record.v1
2508.10039 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:17:34.540307Z

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 fuzzy5
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fcb4847-622b-4660-8caf-d3424e3e9756 · outbound

This paper cites an unresolved cited work.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:17:34.692570Z

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 51173ed5-a8c7-4628-b139-dcd4fd6264f5 · outbound

This paper cites an unresolved cited work.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:17:34.681722Z

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 ce68229b-16ad-4332-b94f-29e07acee64f · outbound

This paper cites (11) Therefore, the probability of at least one success is: P (Au) = 1 − P (Au).

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries (11) Therefore, the probability of at least one success is: P (Au) = 1 − P (Au)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:17:34.667916Z

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 c84394ab-ef4d-402f-bb63-a5bad2bf5d32 · outbound

This paper cites (14) Therefore, the probability of at least one success with u + 1 attack methods is: P (Au+1) = 1 − P (Au+1).

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries (14) Therefore, the probability of at least one success with u + 1 attack methods is: P (Au+1) = 1 − P (Au+1)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:17:34.655181Z

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 da566b24-2554-4fd6-b2a9-70c4eb6bcd93 · outbound

This paper cites Cambodian Journal of Educational Re- search, 4(1):35–56.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Cambodian Journal of Educational Re- search, 4(1):35–56

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:17:34.716198Z

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 4f42dccd-0a73-4bbb-9ded-6bdd09c91234 · outbound

This paper cites mT5: A massively multilingual pre-trained text-to-text transformer.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries mT5: A massively multilingual pre-trained text-to-text transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T22:17:34.518223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4924e65-bba1-4c9f-bf10-b683aaccbeba · outbound

This paper cites Adversarial Attacks on Hidden Tasks in Multi-Task Learning.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Adversarial Attacks on Hidden Tasks in Multi-Task Learning

Reference 1996

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T22:17:34.572561Z

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 b861d24d-cb7f-4a4e-9d82-fe08f727bf51 · outbound

This paper cites In CCS, pages 506–519.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries In CCS, pages 506–519

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:17:34.704253Z

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 781e8d42-fc75-467c-aa0b-946659aac2db · outbound

This paper cites K Krishna and M Narasimha Murty.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries K Krishna and M Narasimha Murty

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:17:34.727768Z

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 adf30482-37f7-4b60-a2ee-5077d8fcc117 · outbound

This paper cites TransFool: An Adversarial Attack against Neural Machine Translation Models.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries TransFool: An Adversarial Attack against Neural Machine Translation Models

Reference 2019

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T22:17:34.603352Z

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 f070afd0-a91c-4a2e-bff7-16c1316aeb3a · outbound

This paper cites A Multi-modal and Multi-task Learning Method for Action Unit and Expression Recognition.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries A Multi-modal and Multi-task Learning Method for Action Unit and Expression Recognition

Reference 2021

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T22:17:34.634359Z

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 dec4d6e4-552d-4275-b57b-8448daf69cbb · outbound

This paper cites On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models

Reference 2022

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T22:17:34.619647Z

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 c3c80742-b9da-496a-9cd6-39a90b802b13 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Unsupervised Cross-lingual Representation Learning at Scale

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T22:17:34.485159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.