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Paper Citation Record · LEDGER

MagNet and "Efficient Defenses Against Adversarial Attacks" are Not Robust to Adversarial Examples

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1711.08478.

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

pith.paper-citation-record.v1
1711.08478 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:43:55.155104Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T17:01:09.783988Z

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 ba2f1c9e-cacc-42cd-8cb2-d085de4b08c9 · inbound

Position: Certified Robustness Does Not (Yet) Imply Model Security cites this paper.

Position: Certified Robustness Does Not (Yet) Imply Model Security MagNet and "Efficient Defenses Against Adversarial Attacks" are Not Robust to Adversarial Examples

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T00:43:55.155104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:43:55.155104Z digest=sha256:3afc4f89da2977b1788b5db3351d43958e9fbe379bf3d7fc2d7fe94f39977d19

Observation 815b504f-401b-494f-9ee5-35cb25fc4206 · inbound

Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track cites this paper.

Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track MagNet and "Efficient Defenses Against Adversarial Attacks" are Not Robust to Adversarial Examples

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T23:13:12.915876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:13:12.915876Z digest=sha256:e1b36dbee540acc0b1b0bc215b001889a2634ea13fd135ec0562661af9870533

Observation be286d2f-b37d-4fb1-a70b-b6f4f01cdf43 · inbound

Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation cites this paper.

Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation MagNet and "Efficient Defenses Against Adversarial Attacks" are Not Robust to Adversarial Examples

Reference 272

Resolution
verified exact
arxiv_id, observed 2026-07-04T22:21:52.299506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-09T14:10:35.382844Z digest=sha256:f7aacdea398f5e5005efc01434d79ce0b79654c7bfe440c5c05e04e3d46abaa9