Paper Citation Record · LEDGER

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT

As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.15704.

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

pith.paper-citation-record.v1
2412.15704 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:15:24.065260Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact1
verified fuzzy30
unresolved1
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caa842d8-063e-469a-9629-6d6a3fdc9706 · outbound

This paper cites Industrial internet of things: Recent advances, enabling technologies and open challenges.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Industrial internet of things: Recent advances, enabling technologies and open challenges

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.677976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c7a8fcb-a8bf-4fe8-a5f3-7d7da3207f4b · outbound

This paper cites What can we learn privately?.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT What can we learn privately?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.662090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0c4f43b6-b9ba-4d6d-b9da-dccb82ce96b8 · outbound

This paper cites Local differential private data aggregation for discrete distribution estimation.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Local differential private data aggregation for discrete distribution estimation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.646010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d824bb59-8760-4d57-82c0-c034f77826fe · outbound

This paper cites Local privacy and statistical minimax rates.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Local privacy and statistical minimax rates

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.630048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43c2f57e-da65-463f-a926-ad10e2aa2678 · outbound

This paper cites Collecting telemetry data privately.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Collecting telemetry data privately

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.611032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 021dc12f-d68a-41a7-aef6-3838f62326b7 · outbound

This paper cites Rappor: Randomized aggregatable privacy-preserving ordinal response.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Rappor: Randomized aggregatable privacy-preserving ordinal response

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.592478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 677d048c-131f-4665-850c-70354ed07ab3 · outbound

This paper cites Learning with Privacy at Scale Differential.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Learning with Privacy at Scale Differential

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.574084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 68c17bb4-aadd-40fe-bdc2-5e286795b202 · outbound

This paper cites Local Differential Privacy for Smart Meter Data Sharing.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Local Differential Privacy for Smart Meter Data Sharing

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:15:24.139155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5384700f-7c3f-4319-b3eb-a6150e4d6ced · outbound

This paper cites Local differential privacy for deep learning.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Local differential privacy for deep learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.556987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2695d92b-4600-415f-800a-0382983614bb · outbound

This paper cites Differential privacy for industrial internet of things: Opportunities, applications, and challenges.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Differential privacy for industrial internet of things: Opportunities, applications, and challenges

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.539980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a6e8a2b1-3a42-42d3-a41c-21b3551964c7 · outbound

This paper cites Manipulation attacks in local differential privacy.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Manipulation attacks in local differential privacy

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.521474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fc65c1b-9898-4719-937f-9d5d6c021f8f · outbound

This paper cites Data Poisoning Attacks to Local Differential Privacy Protocols.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Data Poisoning Attacks to Local Differential Privacy Protocols

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.503972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cde6f04d-2558-4716-aab1-21ed0f24ea56 · outbound

This paper cites Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.485996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6941b505-6d19-45c8-a820-3d892e23fc1d · outbound

This paper cites Fine-grained poisoning attack to local dif- ferential privacy protocols for mean and variance estimation.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Fine-grained poisoning attack to local dif- ferential privacy protocols for mean and variance estimation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.454599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 97fc9e19-66c2-4d20-b9d5-425bee23ff64 · outbound

This paper cites Differentially private histograms in the shuffle model from fake users.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Differentially private histograms in the shuffle model from fake users

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.438892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b70afe49-2337-4bfa-bc79-1dfac4551fac · outbound

This paper cites Robustness of Locally Differentially Private Graph Analysis Against Poisoning.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Robustness of Locally Differentially Private Graph Analysis Against Poisoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:23.981986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089015e8-1981-4336-836e-0a0b2cbce5b6 · outbound

This paper cites Preventing Manipulation Attack in Local Differential Privacy Using Verifiable Randomization Mechanism.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Preventing Manipulation Attack in Local Differential Privacy Using Verifiable Randomization Mechanism

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.422700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 77218151-afdc-46f0-8c10-9d3301e83462 · outbound

This paper cites Efficient Defenses Against Output Poisoning Attacks on Local Differential Privacy.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Efficient Defenses Against Output Poisoning Attacks on Local Differential Privacy

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.407052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 75a15d72-7389-4ad3-ba5c-3a6abfd795a3 · outbound

This paper cites Local Differ- ential Privacy Protocol for Making Key–Value Data Robust Against Poisoning Attacks.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Local Differ- ential Privacy Protocol for Making Key–Value Data Robust Against Poisoning Attacks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.390291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2a005960-657b-44c0-b881-20683fdf1e64 · outbound

This paper cites LDPGuard: Defenses Against Data Poisoning At- tacks to Local Differential Privacy Protocols.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT LDPGuard: Defenses Against Data Poisoning At- tacks to Local Differential Privacy Protocols

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.372890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6648b4fc-d1a5-4faa-99bb-763d8cf64871 · outbound

This paper cites Robust Estimation Method against Poisoning Attacks for Key-Value Data with Local Differential Privacy.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Robust Estimation Method against Poisoning Attacks for Key-Value Data with Local Differential Privacy

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.355097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 10e0dab0-7d16-4924-805a-feeb9f379adb · outbound

This paper cites Data Poisoning Attacks and Defenses to LDP- Based Privacy-Preserving Crowdsensing.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Data Poisoning Attacks and Defenses to LDP- Based Privacy-Preserving Crowdsensing

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.338441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e6c2e258-c011-46bc-baa6-a1c7d7b82e2b · outbound

This paper cites A Poisoning-Resilient LDP Schema Leveraging Oblivious Transfer with the Hadamard Trans- form.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT A Poisoning-Resilient LDP Schema Leveraging Oblivious Transfer with the Hadamard Trans- form

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.321858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9acda677-5df7-4df6-83c1-5f9254307731 · outbound

This paper cites Lectures on Lipschitz analysis.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Lectures on Lipschitz analysis

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.305061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e665ed84-9347-42db-b391-a8d00a6d4050 · outbound

This paper cites Calibrating noise to sensitivity in private data analysis.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Calibrating noise to sensitivity in private data analysis

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.287788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 27f9b070-0440-4598-8a99-4d3b24bb1e2b · outbound

This paper cites A generalized randomized response tech- nique.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT A generalized randomized response tech- nique

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.269575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 30ba4ab0-42c9-48b3-94ad-8c706af751e1 · outbound

This paper cites Discrete distri- bution estimation under local privacy.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Discrete distri- bution estimation under local privacy

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.252826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d57341d-be65-4e1c-b5e3-a3bf88a1527d · outbound

This paper cites Cybersecurity Challenges in Industrial Control Sys- tems.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Cybersecurity Challenges in Industrial Control Sys- tems

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.232594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 04d92e6b-23df-49a3-abef-90ab0c6e255b · outbound

This paper cites Pufferfish: A framework for mathematical privacy definitions.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Pufferfish: A framework for mathematical privacy definitions

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.214096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 506d9c1b-ac14-4d31-aeab-f5a2867d7ea9 · outbound

This paper cites Differentially private aggregation of distributed time-series with transformation and encryption.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Differentially private aggregation of distributed time-series with transformation and encryption

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.196402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 21e84891-f1b8-40c0-acb1-1cebef9f54af · outbound

This paper cites PoisonCatcher Code.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT PoisonCatcher Code

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.176133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ab17b67-4194-4a08-8e1e-65a122141913 · outbound

This paper cites World Weather Repository ( Daily Updating ).

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT World Weather Repository ( Daily Updating )

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:24.157916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 48a2bfaf-299f-4e14-b2dd-9989b565f2ad · outbound

This paper cites an unresolved cited work.

PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT Unresolved cited work

Reference 536

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T11:15:24.469971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.