Paper Citation Record · LEDGER

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection

As of 15 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2412.13324.

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

pith.paper-citation-record.v1
2412.13324 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:19:06.649197Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy2
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd347038-adc1-46fa-b249-3c3d0368497e · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:07.002942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 71adb399-12f6-491c-ac90-522434ca8706 · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.545547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3c45d0-56fb-41bc-acca-ae2f69ebbf24 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.987788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 027f8116-2788-4ce7-a60a-f184434e4a1e · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.556452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae5a546a-3969-4560-a705-5d0176764a51 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.562181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5f5b12-6829-4304-a9cc-09348eb597cf · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.961440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation db57c596-95bb-4dcc-acbd-cff92da78fb9 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.573204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61927a71-57a5-41c2-b628-407a429a1d6c · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.933264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4993f999-7625-4f6c-9c96-14c62f5a8d03 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.916386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 638b211f-d623-42ff-af57-347fd8f2c40b · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.899034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cbeb68b9-79c6-4baf-a6e1-7af678bc4d7a · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.883478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 86c378c2-7837-40bc-b752-ee8864d65c8f · outbound

This paper cites WaNet -- Imperceptible Warping-based Backdoor Attack.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection WaNet -- Imperceptible Warping-based Backdoor Attack

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.595339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db83341-e05f-4c5b-9118-7d3aa03f3c2e · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.600549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e231708-8fd0-4254-83ec-f8ae476b929f · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.610212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd913d80-0c7b-4dc6-9712-85c4d7d828f4 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.614435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 675e2078-4edf-4569-a585-e90ef6f1d63f · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.624729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df36d4d2-482f-4125-a038-3e0f40c31259 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.820383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fb4e75a3-3e25-4eba-b15a-d5dde4dfc73c · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.633893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1370e9b1-f3c8-4cf9-b119-2ddb5b55e72f · outbound

This paper cites Vandermeulen, Nico Görnitz, Alexander Binder, Emmanuel Müller, Klaus-Robert Müller, and Marius Kloft.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Vandermeulen, Nico Görnitz, Alexander Binder, Emmanuel Müller, Klaus-Robert Müller, and Marius Kloft

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:19:06.794348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d58c0f4-eada-41cf-bba4-552790e6e5b9 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:06.643959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22601f01-cfd1-4253-bbc1-b21922a78dc3 · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.767233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b162f03f-cfd2-4a44-abc9-419772a3a11b · outbound

This paper cites an unresolved cited work.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:19:06.751198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53741c35-74e0-4887-bc33-446c7d707290 · outbound

This paper cites ACM computing surveys (CSUR) 54, 2 (2021), 1–38.

BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection ACM computing surveys (CSUR) 54, 2 (2021), 1–38

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:19:06.857297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.