Paper Citation Record · LEDGER

CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2404.15854.

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

pith.paper-citation-record.v1
2404.15854 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:03:50.539535Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T02:54:10.937686Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 87e51d2a-19b3-4bfd-a435-cc249074bfe6 · inbound

Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation cites this paper.

Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T21:03:50.539535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0998d4-43cc-4980-8ad8-817603a1b8f3 · inbound

Transferable Adversarial Attacks on Audio Deepfake Detection cites this paper.

Transferable Adversarial Attacks on Audio Deepfake Detection CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T17:50:12.328613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d07d78-dcd4-42a5-a0fc-711d9ff2ef87 · inbound

WAFBOOSTER: Automatic Boosting of WAF Security Against Mutated Malicious Payloads cites this paper.

WAFBOOSTER: Automatic Boosting of WAF Security Against Mutated Malicious Payloads CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T15:38:23.993723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b010ea8-17a3-42fc-a298-01df19d1849d · inbound

What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection cites this paper.

What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:47.147064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e93ee80-8a9c-44cc-b366-c89c5911b7a0 · inbound

SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks cites this paper.

SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:45.355074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e16d820-1c55-49c8-ba76-3045f306038c · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 140

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:11.028039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f885a7-81a6-4b2a-97b5-938643f57c35 · inbound

Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection cites this paper.

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:46:25.888258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f3037386-7539-41da-8ddd-4ec9c81b5170 · inbound

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio cites this paper.

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:15:17.033867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors cites this paper.

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 2026-08-14T06:32:32.682623+00:00.