Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:43:31.504813Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.02266.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:43:31.504813Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 22cae4e5-d7ac-45b6-8236-47e610047585 · outbound
BOTracle: A framework for Discriminating Bots and Humans Bot traffic report 2016,
Reference 1
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 660b54d5-15ce-4dd3-9af4-4b9cdef0cd44 · outbound
BOTracle: A framework for Discriminating Bots and Humans Online web bot detection using a sequential classification ap- proach,
Reference 2
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 d7d22c19-77d0-49af-b8dc-e6809a808f79 · outbound
BOTracle: A framework for Discriminating Bots and Humans Social bots distort the 2016 us presidential election online discussion,
Reference 3
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 6c99290c-7ab3-4e5e-85ba-30bcbd114d5f · outbound
BOTracle: A framework for Discriminating Bots and Humans A low-cost attack against the hcaptcha system,
Reference 4
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 30ed93a6-abf0-467b-98a3-0c0c0b41e3a5 · outbound
BOTracle: A framework for Discriminating Bots and Humans Commercial image captcha solving service,
Reference 5
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 6e993990-917f-487c-b57b-3330c3bbf72a · outbound
BOTracle: A framework for Discriminating Bots and Humans Web bot detection evasion using generative adversarial networks,
Reference 6
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 9c404790-06dc-4cb0-92cf-ca055a6206f0 · outbound
BOTracle: A framework for Discriminating Bots and Humans Yet another text captcha solver: A generative adversarial network based approach,
Reference 7
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 6f3c2715-0906-4449-b52f-21464a77e196 · outbound
BOTracle: A framework for Discriminating Bots and Humans Introducing recaptcha v3: the new way to stop bots,
Reference 8
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 380b80eb-f517-4293-9ec7-e20a6f0f9998 · outbound
BOTracle: A framework for Discriminating Bots and Humans Stop more bots. start protecting user privacy,
Reference 9
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 32b441f7-1456-4d0f-b7af-8c335b98aa54 · outbound
BOTracle: A framework for Discriminating Bots and Humans I’m not a human: Breaking the google recaptcha,
Reference 10
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 5b623c0f-4252-47bb-bc75-74d06c6faaeb · outbound
BOTracle: A framework for Discriminating Bots and Humans Humanity wastes about 500 years per day on captchas. it’s time to end this madness,
Reference 11
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 929a8e2c-7931-4193-bea8-d515bd839ccc · outbound
BOTracle: A framework for Discriminating Bots and Humans Expedia on how one extra data field can cost $12m,
Reference 12
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 1d445df7-d39c-4598-956a-de0520aba983 · outbound
BOTracle: A framework for Discriminating Bots and Humans Towards a framework for detecting advanced web bots,
Reference 13
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 9a0849b9-6af4-4534-bcf4-0cb1d391b224 · outbound
BOTracle: A framework for Discriminating Bots and Humans Efficient on-the-fly web bot detection,
Reference 14
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 26527872-0e91-40d3-a5c8-1384cc9c2d0c · outbound
BOTracle: A framework for Discriminating Bots and Humans Good bot, bad bot: Charac- terizing automated browsing activity,
Reference 15
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 a6557d71-9a39-4dee-8b20-0e3a5b051284 · outbound
BOTracle: A framework for Discriminating Bots and Humans Fingerprint surface-based detection of web bot detectors,
Reference 16
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 b03bafb2-7552-47ca-a923-7e133760ca83 · outbound
BOTracle: A framework for Discriminating Bots and Humans Hlisa: Towards a more reliable measurement tool,
Reference 17
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 7b9fcb2f-8ffb-4b47-872a-130ea6891be8 · outbound
BOTracle: A framework for Discriminating Bots and Humans Polymorphic protocols at the example of mitigat- ing web bots,
Reference 18
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 2b0139d9-6927-4eaf-a97c-48b84adfc911 · outbound
BOTracle: A framework for Discriminating Bots and Humans Detecting web bots via mouse dynamics and communication metadata,
Reference 19
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 931c0822-427b-42f6-aede-08235acc9a2e · outbound
BOTracle: A framework for Discriminating Bots and Humans Detecting web bots via keystroke dynamics,
Reference 20
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 282429e5-e958-44a3-af09-2c81d6a8320b · outbound
BOTracle: A framework for Discriminating Bots and Humans Continuous authentication for mouse dynamics: A pattern-growth approach,
Reference 21
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 b3fa7d85-10fc-48dd-999d-61dd26417879 · outbound
BOTracle: A framework for Discriminating Bots and Humans Biometric authentication using mouse gesture dynamics,
Reference 22
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 7ce0e2bf-4da4-417b-a8ae-6740922c202e · outbound
BOTracle: A framework for Discriminating Bots and Humans On mouse dynamics as a behavioral biometric for au- thentication,
Reference 23
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 8e85ae98-5ad0-44cf-8275-288856bb8485 · outbound
BOTracle: A framework for Discriminating Bots and Humans Detecting web bots via mouse dy- namics and communication metadata,
Reference 24
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 e8073845-de11-4f87-a04a-57642c9f35d4 · outbound
BOTracle: A framework for Discriminating Bots and Humans Botcha: Detecting Malicious Non-Human Traffic in the Wild
Reference 25
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 bf804399-29f7-4405-b218-ef5e5ebe91b5 · outbound
BOTracle: A framework for Discriminating Bots and Humans Need tickets? a case study of bot-enabled ticket scalping,
Reference 26
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 267526a3-b54a-41a5-8f6f-711a7a1d13f3 · outbound
BOTracle: A framework for Discriminating Bots and Humans Was ist content scraping?
Reference 27
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 a800bf12-ea36-4cee-a5d5-5b95115aa885 · outbound
BOTracle: A framework for Discriminating Bots and Humans Udger database for user agents, ip addresses, and other web technologies,
Reference 28
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 b29e200f-2835-4e62-a81a-fea60eaa53c6 · outbound
BOTracle: A framework for Discriminating Bots and Humans Sequential tests of statistical hypotheses,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c263f40-22bd-446c-bc97-af9f6baf1772 · outbound
BOTracle: A framework for Discriminating Bots and Humans BotGraph: Web Bot Detection Based on Sitemap
Reference 30
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 87742af5-4784-4185-b1ef-b7fabf082833 · outbound
BOTracle: A framework for Discriminating Bots and Humans Hand labeling considered harmful,
Reference 31
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 ce5b8e23-646e-47c2-86bb-8d17bf7acc75 · outbound
BOTracle: A framework for Discriminating Bots and Humans Detecting malicious activities with user-agent-based profiles,
Reference 32
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 797297e3-16b1-4e11-82a2-daaa1bdcb281 · outbound
BOTracle: A framework for Discriminating Bots and Humans Web robot detection techniques: overview and limita- tions,
Reference 33
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 d7a3aca3-c1b8-4b40-a311-5767c6554b30 · outbound
BOTracle: A framework for Discriminating Bots and Humans Bot detection model using user agent and user behavior for web log analysis,
Reference 34
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 a23f6fbd-5ed8-4285-bc54-6f08b4fed1ff · outbound
BOTracle: A framework for Discriminating Bots and Humans Efficient on-the-fly web bot detection,
Reference 35
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 29fcbe2a-29a7-4918-9270-b37a1477a1d0 · outbound
BOTracle: A framework for Discriminating Bots and Humans Fingerprint surface-based detection of web bot detectors,
Reference 36
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 9634485f-8fe4-49df-abcb-6820f08d2ddf · outbound
BOTracle: A framework for Discriminating Bots and Humans Taming the cross entropy loss,
Reference 37
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 0ff240bd-8750-49e7-995a-12fb1cc81833 · outbound
BOTracle: A framework for Discriminating Bots and Humans How to implement a semi-supervised gan (sgan) from scratch in keras,
Reference 38
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 dde49183-bb8e-4535-ba75-40198efbe9b3 · outbound
BOTracle: A framework for Discriminating Bots and Humans Learning representations by back-propagating errors,
Reference 39
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 ebfdfac2-d3ad-4bc5-8977-ee6c94d7a56a · outbound
BOTracle: A framework for Discriminating Bots and Humans Improved techniques for training gans,
Reference 40
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 ffb6dab2-2541-48ac-ac96-62fa0f7c5378 · outbound
BOTracle: A framework for Discriminating Bots and Humans Rose et al
Reference 41
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 91bdc2c2-bfbb-48b1-ac60-d348378be6c4 · outbound
BOTracle: A framework for Discriminating Bots and Humans An end-to-end deep learning architecture for graph classification,
Reference 42
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 e966c6fe-b752-4bc8-946d-d29aeb357684 · outbound
BOTracle: A framework for Discriminating Bots and Humans Scalping in ecommerce: ethics and impacts,
Reference 43
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 11ee0ba4-1dd6-48dd-948b-df0ddf235d08 · outbound
BOTracle: A framework for Discriminating Bots and Humans At ticketmaster, scalpers score and fans come last,
Reference 44
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 181c5c00-d9e8-4bac-b480-f8463f8290e4 · outbound
BOTracle: A framework for Discriminating Bots and Humans Permutation importance: a corrected feature importance mea- sure,
Reference 45
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.
No inbound Pith citation observations are available.