Pith. sign in

Paper Citation Record · LEDGER

Data Poisoning against Differentially-Private Learners: Attacks and Defenses

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1903.09860.

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

pith.paper-citation-record.v1
1903.09860 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:57:28.871122Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:58:14.605697Z

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 85c7dbbd-1f96-4d57-83ff-c2c0461415b5 · inbound

Provably effective detection of effective data poisoning attacks cites this paper.

Provably effective detection of effective data poisoning attacks Data Poisoning against Differentially-Private Learners: Attacks and Defenses

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T17:57:28.871122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:57:28.871122Z digest=sha256:489e8cdf567fe0233259f7b226a5acb82a0c57a845e619d79a9456068b925057

Observation 8e390ef4-365d-4800-a9f7-a5a8097c92b9 · inbound

Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning cites this paper.

Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning Data Poisoning against Differentially-Private Learners: Attacks and Defenses

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:58:14.661390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:58:12.229699Z digest=sha256:82b397b6a49ceb58194ec0b58304591730b77447ce90860e9e8cf376d4b693b9