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Paper Citation Record · LEDGER

Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2006.12557.

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

pith.paper-citation-record.v1
2006.12557 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:57:17.832681Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

56
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 75a5bed3-5f74-4c04-9724-2af91925f0aa · inbound

Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems cites this paper.

Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T23:57:17.832681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:57:17.832681Z digest=sha256:8814b3869476147ebc7c1fd6c4a75c58000950abb44f2abd082aacb99b23d7e9

Observation 1576fe6c-af4c-432b-af4e-5c1b6d7860b0 · inbound

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning cites this paper.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:37:29.522948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:37:29.522948Z digest=sha256:f98ca8959936caa4df71f7b78915a3e9bc7b9d13b1610d9b425758be7905f691

Observation e9e07426-4c86-4a4b-8884-0d3e57483ef6 · inbound

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques cites this paper.

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks

Reference 168

Resolution
unresolved
no resolver link, observed 2026-08-06T16:24:30.414015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:24:30.414015Z digest=sha256:fbd578c6876756e1b46402ca8a1a87c08c32c551ce977dd4ec47be61f8e65231

Observation db433022-31bb-46cc-8bf9-b948d9bf627a · inbound

When AI reviews science: Can we trust the referee? cites this paper.

When AI reviews science: Can we trust the referee? Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks

Reference 116

Resolution
verified exact
arxiv_id, observed 2026-05-08T23:19:30.232847Z

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.

source=pdf_text observed=2026-05-08T06:19:54.727724Z digest=sha256:8a723c4ed267620bffad7a9e8e6bc6eefd6580c9aee7968024645c01869f936a