Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T17:36:26.140807Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2411.12435.
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 2026-08-12T17:36:26.140807Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9de20995-5039-4a70-8ea1-85d96edf7219 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Y ear end data breach quickview report,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c3149597-f011-47fd-acee-75f1d97fd90e · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Cost of a data breach study,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 77fc22df-4fca-4df1-8a31-8bb23b8fad74 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Cloudy with a chance of breach: Forecasting cyber se curity incidents,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8044ba9d-e68f-4211-b400-e9ab92104882 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Risky busin ess: Fine- grained data breach prediction using business profiles,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d7326d61-2a47-43b2-b3f7-7b1ddaed49de · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Modelin g and predicting cyber hacking breaches,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7cc21fb0-8362-4bdb-990d-d056d2222c68 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Weakly s upervised extraction of computer security events from twitter,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 18281157-e547-47d7-a6e2-8b3d0e5a56c1 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Discovering Signals from Web Sources to Predict Cyber Attacks
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5780a584-0d7b-4882-985d-23710bf2e182 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Data breach investigations report,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0985d5aa-554f-40fc-8745-8ef052d71056 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Digging deeper into data breaches: An exploratory data ana lysis of hacking breaches over time,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5b50505b-6f25-44c6-b452-b9e299bb8dd2 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Twitter mood predicts th e stock market,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ae8c5712-c86a-4124-917e-e72509c63f5d · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Analysis of political discourse on twitter in the context of the 2016 us presidenti al elections,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8e840640-de98-437d-a166-24ac7c412fca · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Social sentiment sensor in twitter for pred icting cyber-attacks using l1 regularization,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 004c09a7-66e0-4d79-8bfd-098a4fb0f0b7 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Riskteller: Predi cting the risk of cyber incidents,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac4fc98b-b796-46d7-97f3-11de09d03ea0 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Risky Business: Assessing Security with External Measurements
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3a3a0ecb-4dbc-4198-991c-03cdd8f46020 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Hype and heavy t ails: A closer look at data breaches,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2bd5c2a9-ed36-448e-9c0b-dab4cb8009cc · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Estimating the contextual risk of d ata breach: An empirical approach,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9af66ec6-a34e-4c74-83ff-033a75db833a · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk The role of corporate r eputation and crisis response strategies in data breach management,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6d0d0a62-8a9a-4c20-b0fb-b3fcda344f03 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Examining the costs and causes of cyber i ncidents,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 97fe24e2-08f2-448d-908e-e433c730364e · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Do data breac h disclosure laws reduce identity theft?
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 97b71e6e-b674-4b21-af97-8b702a600933 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Modeling the risk of data bre ach incidents at the firm level,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7cc9aa28-0bda-4e76-bdbe-d01126ce3c3a · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Crowdsourcing cybersecurity: Cyber attack detection usi ng social me- dia,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9f724142-7611-401c-8356-9a195a433a29 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Understanding cyber attack behaviors with sentiment information on social media,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 381f3124-f3f1-4b3e-93af-fd2ff4c0c699 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Vulnerability disclosure in the age of social media: exploiting twitter for predicting real -world exploits,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3fa772d0-640f-4c0f-b171-94802563fdb8 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Predicting enterprise cyber incidents using social network analysis o n dark web hacker forums,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7f0b2561-0d04-471d-bb7d-2526449993ce · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Mentions of security vulnerabilities on reddit, twitter and github,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7337df4a-9d6c-4329-8982-eb6d97d13517 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Foreca sting cyberattacks with incomplete, imbalanced, and insignifica nt data,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d5435ef7-2ea6-491d-b539-168f00c334a3 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk P redicting probing rate severity by leveraging twitter sentiments,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ed2c2124-9342-46b3-9464-c1749eb853b4 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Predicting cyber threats through the dynamics of user conn ectivity in darkweb and deepweb forums,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dd2d3eff-5a1b-4321-bf1e-25e3043df9f7 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Privacy rights clearinghouse,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5897d9e6-73a2-4fbd-8756-5fe0cf594427 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk V eris community database,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 272d1346-5f1b-4e65-a50f-4b3a558b1ce6 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk North america internet registry,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 22d19ac4-017c-452f-8ca1-fb64acc239b7 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Africa internet registry,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0cdf61cf-282c-4cff-bbdd-753181e63779 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Asia internet registry,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6e7a0670-bc03-428a-9528-949583032116 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Latin america internet registry,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 087b8547-3474-4228-b2de-daff012ba49b · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Europe internet registry,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 76b8235a-f14f-4b64-acda-8e10996e28a5 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk [Online]
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c2d2823d-6285-4fe0-b3fe-877a89de02aa · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Firehol ip lists,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ef43e4c3-9f9a-463c-9536-9e69fa9ab45d · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Spam domain blacklist,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 05cb9db8-2332-4efb-9755-1fa1854cdd8c · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk [Online]
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8fba7db9-d033-40c6-bf05-de17446d418e · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk twitterscraper
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d5189216-8d43-4289-8987-864bfe520498 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk A sentim ent polarity categorization technique for online product reviews,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 334502f8-d534-4d02-a38c-074e900bfa8b · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Learning with noisy labels
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d871bb1-b84f-4715-898e-c4c7c80a02dd · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Learning classifiers from only pos itive and unlabeled data,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cbeb3852-afff-4d5c-b6e4-3c4b76068db1 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Confident le arning: Es- timating uncertainty in dataset labels,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2a0d2920-28e6-44d4-bb24-28305e6c8370 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Catboost: unbiased boosting with categorical features,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d7d6f2ba-7a3d-4316-a553-d07b311ddfa7 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Lightgbm: A highly efficient gradient boosting deci sion tree,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation da8eb3d4-5522-4416-9d62-9b6ca69fb2e9 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Xgboost: A scalable tree boost ing system,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5a74b1dc-9a08-4021-9e76-deac0b586bf2 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Scikit-learn: Machine learning in Python,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 417cbe52-f92c-49fd-9242-aef8405f63cd · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Tabnet: Attentive interpreta ble tabular learning,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 47517cfe-5da7-4fa6-a440-6372b6cef23b · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk A unified approach to inter preting model predictions,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 70ab82e5-4b81-4647-ad29-414ac5b3452e · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Fr om local explanations to global understanding with explainab le ai for trees,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 11f44a8a-549d-4841-9593-dac3ae62b49b · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Global varia tion in attack encounters and hosting,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8fea2dc3-c7dd-4f4b-bbcb-84681af86146 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Compliance, identification, and interna lization three processes of attitude change,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 493d20c6-f0be-4e04-9c88-1661cf4318ec · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Social cyber- security,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 516d1a34-4d8e-4770-b28e-28fcc9cd9d8a · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Beyond simple human threats to cybersecurit y: the need for strong proactive measures and resilient responses to cyber risk,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 38448a4e-43fb-49ee-8d08-1bdb6ec8952b · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Sok: Quantifying cyber risk,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0da6c877-f59d-463a-ae46-6a3a313aff42 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk The spread of low-credibility content by socia l bots,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5f594674-60f7-494a-bcc8-0fcb19e209e3 · outbound
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk Is this the era of mis information yet: combining social bots and fake news to deceive the masse s,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.