Pith. sign in

Paper Citation Record · LEDGER

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem

As of 21 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2505.10867.

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

pith.paper-citation-record.v1
2505.10867 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:06:35.687329Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:39:57.923094Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:53:16.518772Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af4e3ec8-3262-4e99-b10f-cd50bfff395e · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:35.633206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:35.633206Z digest=sha256:8a199ccb4a047f84c2084983fa210bbcc4d993dd4e09e330b03c77f62a46e603

Observation bebb2020-1b94-4fdd-b383-17b9c66950a4 · outbound

This paper cites TikTok's Research API: Problems Without Explanations.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem TikTok's Research API: Problems Without Explanations

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:35.637405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:35.637405Z digest=sha256:221fd97a3e681b7772a9e0a97c9fa14abf1057b9ea96e8179d65c8ed7434a767

Observation 952f6450-88e0-4b8c-8a6e-3bf4192b44a7 · outbound

This paper cites Kordopatis-Zilos, G.; Papadopoulos, S.; Patras, I.; and Kom- patsiaris, Y.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Kordopatis-Zilos, G.; Papadopoulos, S.; Patras, I.; and Kom- patsiaris, Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:06:35.895741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.641886Z digest=sha256:d564b668dd42bdc2fae6ac32c44999f58997026af698baade2907111cdcf4e59

Observation 85ac1221-efd0-45b8-95f9-1e47c46baa4f · outbound

This paper cites InCompanion Proc.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem InCompanion Proc

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:06:35.884623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.645776Z digest=sha256:efae296275c46db3c38b158fc936f2eb724e10819d8609afdca1c8c077be659a

Observation cf51f738-9e91-4f70-9eb2-d3fcbbdd49b8 · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.874643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.649623Z digest=sha256:9bc8b9ae65551e1043b5e91665072b5bcd83b7e6f7943278d94ebe5fbe2ba2ed

Observation db867dec-3a50-4ecb-b085-fe38c6dd263b · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.863875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.653473Z digest=sha256:41141467111623dff80dfe104ab278f893efaaccde3306181770837925b8e539

Observation 11ce1063-e7c2-4e2d-8cd6-d59f648e48e9 · outbound

This paper cites Detection and Characterization of Coordinated Online Behavior: A Survey.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Detection and Characterization of Coordinated Online Behavior: A Survey

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:35.657323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:35.657323Z digest=sha256:c03dd26a4315bde144e1908453a76ae1f2bbf9633bdfdee18bfe87214c71ae7c

Observation f5ffc327-ea7d-4b6f-84f6-50b225254653 · outbound

This paper cites Minici, M.; Luceri, L.; Fabbri, F.; and Ferrara, E.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Minici, M.; Luceri, L.; Fabbri, F.; and Ferrara, E

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:06:35.852922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.661753Z digest=sha256:36e6b8d7e144ece4ff4333161e6480b6c570f774344c91d1491b0e9fd8ff1943

Observation 267a4087-beea-408a-baf0-75ea35cea2e6 · outbound

This paper cites Web Conference.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Web Conference

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:06:35.818088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.672808Z digest=sha256:cecc71a529d61a94098ee9fbe6994fa814dfc4f3882d520adaea0b4593b09abe

Observation af839908-492b-45ce-b5c1-212861492d37 · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.807039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.676335Z digest=sha256:327b6e7b59d8c00c5be5ea63eeacc1103d23ec834ad12e9cc23545cc78c2f9e9

Observation d9e0c491-0b0d-4680-8ba8-6bb73d8e414c · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.796252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.679887Z digest=sha256:dd3f08054630561af39f05434006cb57c3750d0a3651cd1075a90f76d3594b9d

Observation 5a380bac-c516-4716-bf68-ec6f3307d2af · outbound

This paper cites Can- didateX.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Can- didateX

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:06:35.774548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.687329Z digest=sha256:ca903d6183222ae11b038c5c9c41326813a66865b25eb499b4e952e359dfeb90

Observation 2755f3a9-e4f4-44cd-aeec-3d86a5a323bf · outbound

This paper cites InCompanion Proc.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem InCompanion Proc

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:06:35.785443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.683676Z digest=sha256:903440de8d19a76507a7d300136891d46e3641954d34e3191c9da56c47435a07

Observation 6bb1aa50-20d0-4b0f-a314-8e1944a3ea72 · outbound

This paper cites #TulsaFlop: A Case Study of Algorithmically-Influenced Collective Action on TikTok.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem #TulsaFlop: A Case Study of Algorithmically-Influenced Collective Action on TikTok

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:35.619639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:35.619639Z digest=sha256:9e3179a41819fa2e7286e3f6d88dbb58e6a4f5964ba8d585d7676975bd4dbf76

Observation 9822472e-99b5-4a89-b9a2-2551fcdf229a · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.830480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.669083Z digest=sha256:9b375a1f00de10099c5e41ec4dacc743de6c878f1b1d2e7bbf8e2cbb3b317cb9

Observation 1f35f7f6-63ce-4034-9dcd-6eca68c13ef3 · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.841954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.665481Z digest=sha256:3021d67b52c3e43567876a86b9399a90ab7aba4e6769628ae9890419f4edf9ee

Observation bf22e93f-e30e-4c0f-86c3-b24fc5ef7b99 · outbound

This paper cites Conspiracy theories and where to find them on TikTok.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Conspiracy theories and where to find them on TikTok

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:35.629122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:35.629122Z digest=sha256:8a63d46d298265fb1b843bd8167f6e532984a49530ac3e4e21b02312af155d69

Observation 39e09b38-d6d1-4e10-aeea-f841ca785ca8 · outbound

This paper cites an unresolved cited work.

Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:06:35.906350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:06:35.624929Z digest=sha256:69c6a83e2d091982585bbe4c6e837231c42ee9a2662adef44c3d174769657e48

Pith citing papers

Observation b845d039-8b24-4973-aa61-30b4f486bd01 · inbound

Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations cites this paper.

Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T07:39:57.923094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:39:57.923094Z digest=sha256:7eebfc0a6f635483f7a79818daf1f324e84a580fb6bdb6df2ea26e0a04eb402f

Observation c746ecf8-b67b-431c-9845-1031a4f66bdb · inbound

Generative AI and Digital Ecosystem Resilience: A Proactive Lifecycle-Based Survey cites this paper.

Generative AI and Digital Ecosystem Resilience: A Proactive Lifecycle-Based Survey Coordinated Inauthentic Behavior on TikTok: Challenges and Opportunities for Detection in a Video-First Ecosystem

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-14T03:22:45.098634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T08:33:27.684122Z digest=sha256:f85466274e842f974b2526a39e5a7a1753d79a49d8c01f50eb3cb7a099d91418