Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T01:04:40.585341Z
Paper Citation Record · LEDGER
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models
As of 22 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.06630.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
28 of 28 outbound references displayed
- verified exact2
- verified fuzzy25
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9424a2f5-6ae0-4b5c-a464-95ab88dae584 · outbound
This paper cites Wolpaw, Niels Birbaumer, Dennis J.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Wolpaw, Niels Birbaumer, Dennis J
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.331232Z
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 cf3ebcea-4e60-4dd5-ba4e-1992227e97dd · outbound
This paper cites Lebedev and Miguel A.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Lebedev and Miguel A
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.343885Z
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 0cb40657-e33c-4103-bd38-e1360fe8a6e8 · outbound
This paper cites Hochberg, Daniel Bacher, Beata Jarosiewicz, Nicolas Y.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Hochberg, Daniel Bacher, Beata Jarosiewicz, Nicolas Y
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.311297Z
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 928cb825-67a2-470d-9f15-6c4de76f9e08 · outbound
This paper cites Lawhern, Amelia J.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Lawhern, Amelia J
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.534237Z
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 5042a036-160c-43ab-8dd1-aceb88a8378f · outbound
This paper cites Deep learning with convolutional neural networks for EEG decoding and visualization.Human Brain Mapping, 38(11):5391–5420.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Deep learning with convolutional neural networks for EEG decoding and visualization.Human Brain Mapping, 38(11):5391–5420
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.377500Z
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 9abbb013-f9aa-4da1-a532-13cb008d4e7f · outbound
This paper cites Security in brain-computer interfaces: State-of-the-art, opportunities, and future chal- lenges.ACM Computing Surveys, 54(1), 2021.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Security in brain-computer interfaces: State-of-the-art, opportunities, and future chal- lenges.ACM Computing Surveys, 54(1), 2021
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:47.875178Z
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 21f7f4b7-a14b-4227-8478-9de90c33f838 · outbound
This paper cites Towards new hu- man rights in the age of neuroscience and neurotechnol- ogy.Life Sciences, Society and Policy, 13(1):5, 2017.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Towards new hu- man rights in the age of neuroscience and neurotechnol- ogy.Life Sciences, Society and Policy, 13(1):5, 2017
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.140938Z
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 650532c1-e56d-4f64-94e8-bc7592ec1fa3 · outbound
This paper cites Concrete problems in AI safety, 2016.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Concrete problems in AI safety, 2016
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.225661Z
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 1427f2ab-3898-4da6-9eb4-c4b054ab4b09 · outbound
This paper cites The alignment problem from a deep learning perspective.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models The alignment problem from a deep learning perspective
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.253952Z
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 33410721-a76d-48a1-82ec-5c4ef1f99093 · outbound
This paper cites Ortega, Tom Everitt, Andrew Lefrancq, Laurent Orseau, and Shane Legg.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Ortega, Tom Everitt, Andrew Lefrancq, Laurent Orseau, and Shane Legg
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.171044Z
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 bfdda707-724b-47e3-ba6d-c2c171444a70 · outbound
This paper cites AI alignment: A comprehensive survey, 2023.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models AI alignment: A comprehensive survey, 2023
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.470447Z
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 5babe0cb-5bb7-41b4-917b-bccbe13e0c18 · outbound
This paper cites Universal adversarial perturbations for CNN classifiers in EEG-based BCIs, 2019.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Universal adversarial perturbations for CNN classifiers in EEG-based BCIs, 2019
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.410738Z
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 d329d19c-d3da-4aee-89ab-cf98bf71d7e3 · outbound
This paper cites Adversarial artifact detection in EEG-based brain-computer interfaces, 2022.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Adversarial artifact detection in EEG-based brain-computer interfaces, 2022
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.159307Z
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 8acfbca0-1b9a-49be-b5a9-c5a00daf8024 · outbound
This paper cites Unsolved problems in ML safety, 2021.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Unsolved problems in ML safety, 2021
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.188186Z
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 ff4fe3ca-c9d1-4ee8-ae10-84c25968bd53 · outbound
This paper cites Formal guarantees on the robustness of a classifier against adver- sarial manipulation, 2017.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Formal guarantees on the robustness of a classifier against adver- sarial manipulation, 2017
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.216977Z
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 ad5bc8f6-b67b-4663-b568-aab38c237f85 · outbound
This paper cites Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-07-11T01:07:44.451763Z
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 3adc831b-fd79-4bb3-af11-5a9f31796332 · outbound
This paper cites Pap- pas.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Pap- pas
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.501077Z
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 0cb605b4-3e1d-4471-9f40-8583fa69127c · outbound
This paper cites Parseval networks: Improving robustness to adversarial examples.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Parseval networks: Improving robustness to adversarial examples
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.008298Z
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 9e0d393c-3251-43d7-8b7a-00b740dfcb34 · outbound
This paper cites an unresolved cited work.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-07-11T01:07:48.438831Z
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 8dc8df85-899d-4299-bb75-f7ec38ebaaed · outbound
This paper cites Risks from learned op- timization in advanced machine learning systems, 2019.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Risks from learned op- timization in advanced machine learning systems, 2019
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.382766Z
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 9fbd014a-5fe2-4d2d-b3a2-9853e8394d1f · outbound
This paper cites Filter bank common spatial pattern (FBCSP) in brain-computer interface.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Filter bank common spatial pattern (FBCSP) in brain-computer interface
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.273811Z
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 4fee86b8-2925-447e-98b7-ce687e650f57 · outbound
This paper cites MOABB: Trust- worthy algorithm benchmarking for BCIs.Journal of Neural Engineering, 15(6):066011, 2018.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models MOABB: Trust- worthy algorithm benchmarking for BCIs.Journal of Neural Engineering, 15(6):066011, 2018
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.301415Z
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 ab42aea3-6ec6-46ea-abe7-f6f247280f02 · outbound
This paper cites Corrigibility.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Corrigibility
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.245571Z
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 12a8242e-ab0f-4789-8f2b-362b47c2e711 · outbound
This paper cites Hacking the brain: brain-computer interfacing technology and the ethics of neurosecurity.Ethics and Information Technology, 18(2):117–129, 2016.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Hacking the brain: brain-computer interfacing technology and the ethics of neurosecurity.Ethics and Information Technology, 18(2):117–129, 2016
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.405941Z
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 f30bf788-283a-432c-b1fd-3c4813c86e28 · outbound
This paper cites Regulating next-generation implantable brain- computer interfaces: Recommendations for ethical devel- opment and implementation, 2025.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Regulating next-generation implantable brain- computer interfaces: Recommendations for ethical devel- opment and implementation, 2025
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:48.356998Z
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 169fcaee-1c7e-4f2f-8621-6329004cac62 · outbound
This paper cites Intriguing properties of neural networks, 2013.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Intriguing properties of neural networks, 2013
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:47.994736Z
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 6b4e612c-314e-4f58-88b2-21c639f6003f · outbound
This paper cites Towards deep learning models resistant to adversarial attacks.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Towards deep learning models resistant to adversarial attacks
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-11T01:07:47.921113Z
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 658dc18c-93c4-4c7c-a8f2-82dc5d6fa310 · outbound
This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.
When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-07-11T01:07:44.413704Z
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.