Pith. sign in

Paper Citation Record · LEDGER

On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2002.11497.

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

pith.paper-citation-record.v1
2002.11497 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:05:21.508776Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:33:45.456621Z

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 21ae2857-357f-4fe7-832e-00efd6e05a87 · inbound

Generalizable Targeted Data Poisoning against Varying Physical Objects cites this paper.

Generalizable Targeted Data Poisoning against Varying Physical Objects On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T22:05:21.508776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:05:21.508776Z digest=sha256:ef11c73d07f1513ec7c4718805346c38ff2775f525395b233e8faa1a5b34a5da

Observation 3c6c9b5a-89d0-435b-9754-c69263753e48 · inbound

A Survey of Secure Semantic Communications cites this paper.

A Survey of Secure Semantic Communications On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

Reference 143

Resolution
unresolved
no resolver link, observed 2026-08-10T22:44:11.752937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:44:11.752937Z digest=sha256:87c46fddcb858dded10c5fdcf7fc1fe5410648f6dbf50f431db8e9009f3aebf9

Observation 5f50476c-4cbc-4ee2-bf62-d2a1fc02fd79 · inbound

Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks cites this paper.

Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T05:49:54.294958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:49:54.294958Z digest=sha256:c136b86a3b7e3ad110f2bbd5e545c6450433472c05b605255a1af9d66b99ba08

Observation bdddf512-220d-4655-a02c-386c6e768e5c · inbound

CSC: Turning the Adversary's Poison against Itself cites this paper.

CSC: Turning the Adversary's Poison against Itself On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:26:03.747817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-09T21:50:46.952256Z digest=sha256:862c6872ed34db282b1caefefd342b88e8a3dda1c71a69aade0fa5cf5aaebf04

Observation b3e40d47-6ba3-49e1-a61a-11e5ebcc1cab · inbound

Landseer: Exploring the Machine Learning Defense Landscape cites this paper.

Landseer: Exploring the Machine Learning Defense Landscape On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:33:45.458187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-29T17:27:29.241219Z digest=sha256:bf4473e742d3580785a6c100284e9d68dbe98026fc8bcd1d347fc31bedb53c7f