Paper Citation Record · LEDGER

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors

As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2606.29544.

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

pith.paper-citation-record.v1
2606.29544 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T02:01:00.751838Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

22 of 22 outbound references displayed

verified exact3
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 997f972d-9209-4b68-ac36-21476e66535e · outbound

This paper cites an unresolved cited work.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4942a473-0442-4c8b-804f-203a75bb72b5 · outbound

This paper cites and Beerends, John G.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors and Beerends, John G

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1351f81e-f51a-4293-bb01-ec807ed2ba39 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , year =.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Proceedings of the 40th International Conference on Machine Learning , year =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1396ace3-37e4-4c73-b76d-179c2aa0a0ed · outbound

This paper cites 2019 , url =.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors 2019 , url =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4e6f48-8e14-42ce-b908-24950a928adb · outbound

This paper cites IEEE Security and Privacy Workshops (SPW) , year =.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors IEEE Security and Privacy Workshops (SPW) , year =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88abfff4-66ba-4d40-bae3-566caa277d5b · outbound

This paper cites an unresolved cited work.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 585f95ec-f581-46b9-bef8-eddae63f64d0 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors International Conference on Learning Representations (ICLR) , year =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b267023-ed8d-4980-938e-ded5de554079 · outbound

This paper cites Expert Systems with Applications , volume =.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Expert Systems with Applications , volume =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834fbe91-3cc4-449c-b23f-a46795fb8747 · outbound

This paper cites California Law Review , volume =.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors California Law Review , volume =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d3d07e-9feb-4090-8b5d-d3b8dbbdbc49 · outbound

This paper cites and Barto, Andrew G.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors and Barto, Andrew G

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee7cd296-98b5-4a56-9376-c99120b9caff · outbound

This paper cites 1994 , publisher=.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors 1994 , publisher=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad9b3cea-342f-4d09-8e5d-54e926bd05ab · outbound

This paper cites Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-07T02:18:24.167264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a9069f24-d60f-4daa-acd2-618a32067e30 · outbound

This paper cites CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-30T02:54:10.941419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2bcaad25-dc27-498b-ab4b-a1d1e50b1346 · outbound

This paper cites Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-06-30T02:54:10.945939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8bc7d52f-162c-4d47-bfbe-9abf059338ce · outbound

This paper cites Kinnunen, Nicholas Evans, Kong Aik Lee, and Junichi Yamagishi.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Kinnunen, Nicholas Evans, Kong Aik Lee, and Junichi Yamagishi

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 534c8f71-bcab-45ab-a78f-cea9a1c849d8 · outbound

This paper cites DeePen: Penetration Testing for Audio Deepfake Detection.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors DeePen: Penetration Testing for Audio Deepfake Detection

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T02:54:10.945540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5022a202-fa08-4c4e-8685-89175c97c830 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Robust speech recognition via large-scale weak supervision

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f54ac1ae-b18e-4e73-8b25-6eb4537f2f88 · outbound

This paper cites Deep fakes: A looming challenge for privacy, democracy, and national security.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Deep fakes: A looming challenge for privacy, democracy, and national security

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 749fa598-1bba-47ac-b4ab-698a9cbee7b2 · outbound

This paper cites Puterman.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Puterman

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fa84bb-504c-4c2f-b294-4a58b23a7349 · outbound

This paper cites Sutton and Andrew G.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Sutton and Andrew G

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ce37b9c-5fe0-4277-942b-c3a53cb7c0dc · outbound

This paper cites The M-AILABS speech dataset.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors The M-AILABS speech dataset

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4940a51-b6fa-4f2b-bc45-25735b8589fa · outbound

This paper cites u ller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren G \.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors u ller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren G \

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-30T02:01:00.751838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.