Paper Citation Record · LEDGER

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures

As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2506.05734.

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

pith.paper-citation-record.v1
2506.05734 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:58.737993Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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 exact0
verified fuzzy21
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0eb44b23-ab3b-4864-9690-19f12cee2529 · outbound

This paper cites Scatterverif: Verification of electronic boards using reflection response of power distribution network,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Scatterverif: Verification of electronic boards using reflection response of power distribution network,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:59.023253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 11425cf8-39ba-4138-bbf3-2458a86fd49f · outbound

This paper cites Detection of recycled ICs using backscattering side-channel analysis,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Detection of recycled ICs using backscattering side-channel analysis,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:59.011722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b17a7b89-8c5f-4452-9a9d-5960afc790e2 · outbound

This paper cites PDNpulse: Sensing PCB anomaly with the intrinsic power delivery network,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures PDNpulse: Sensing PCB anomaly with the intrinsic power delivery network,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.999899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b417a606-55ab-4df8-990a-0c6405ada05e · outbound

This paper cites Counterfeit chip detection using scattering parameter analysis,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Counterfeit chip detection using scattering parameter analysis,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.987418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e9bf1a6f-4df0-41a5-a8f4-83214f44cc7d · outbound

This paper cites Impedanceverif: On-chip impedance sensing for system-level tampering detection,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Impedanceverif: On-chip impedance sensing for system-level tampering detection,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.975064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation debf5842-9858-4132-9f01-7bb00209e9eb · outbound

This paper cites Parasitic circus: On the feasibility of golden free pcb verification,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Parasitic circus: On the feasibility of golden free pcb verification,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.962764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5b443566-bc98-4977-9c6b-98d419901639 · outbound

This paper cites James, D.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures James, D

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.951057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fcec887e-8807-4e8e-afbe-388302d7c511 · outbound

This paper cites The elements of statistical learning: Data mining, inference, and prediction,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures The elements of statistical learning: Data mining, inference, and prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.938016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d870b9f3-2df4-4cc2-b598-82d546f8f055 · outbound

This paper cites Murphy,Machine Learning: a probabilistic perspective.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Murphy,Machine Learning: a probabilistic perspective

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.925319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8fa8c46e-fe5e-4631-b976-af98f66914ce · outbound

This paper cites Random forests,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Random forests,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:58.691991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de7ffdc8-89a2-44f8-a830-b0c6f403c464 · outbound

This paper cites Classification and regression by randomforest,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Classification and regression by randomforest,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.905297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 79169b34-71ee-48d9-8370-c7d26f4c4073 · outbound

This paper cites Support-vector networks,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Support-vector networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.893953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 634ca058-92cc-497b-a886-48286e6f0f6b · outbound

This paper cites Hyperparameters and tuning strategies for random forest,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Hyperparameters and tuning strategies for random forest,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.880477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 658a7312-d098-452a-9456-89813065d516 · outbound

This paper cites Feature selection with ensembles, artificial variables, and redundancy elimination,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Feature selection with ensembles, artificial variables, and redundancy elimination,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.867509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 15f38b6c-98ba-4f51-9c23-a72c227b00bc · outbound

This paper cites Molnar,Interpretable Machine Learning: A Guide for Making Black Box Models Explainable.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Molnar,Interpretable Machine Learning: A Guide for Making Black Box Models Explainable

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.855173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c06a94e5-e030-4f80-b248-cb884ae43497 · outbound

This paper cites “why should i trust you?.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures “why should i trust you?

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.842650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7d06b73f-fe2c-45f4-9762-b076a790162c · outbound

This paper cites A unified approach to interpreting model predictions,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures A unified approach to interpreting model predictions,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.830145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f0531879-5e48-44ae-861d-28ca0cc6d352 · outbound

This paper cites ANSYS SIwave 2023 R2.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures ANSYS SIwave 2023 R2

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.817571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6a65d0e8-d98b-4604-8966-e70a61e1c253 · outbound

This paper cites PCB manufacturing variation impact on high frequency measurement fixtures,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures PCB manufacturing variation impact on high frequency measurement fixtures,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.805343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2fbfa85-f8ce-4e9b-b33d-65ec47793c37 · outbound

This paper cites CIPA: Concurrent IC and PCB authentication using on-chip ring oscillator array,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures CIPA: Concurrent IC and PCB authentication using on-chip ring oscillator array,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.793547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 714879b7-9c1a-454f-b5c1-363483b23040 · outbound

This paper cites An introduction to explainable AI with Shapley values.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures An introduction to explainable AI with Shapley values

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.781253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01107a0c-0011-4793-99ab-97ec60cafb2e · outbound

This paper cites Silicon echoes: Non-invasive trojan and tamper detection using frequency-selective impedance analysis,.

There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures Silicon echoes: Non-invasive trojan and tamper detection using frequency-selective impedance analysis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:58.767851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.