Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:55:27.802303Z
Paper Citation Record · LEDGER
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions
As of 17 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2507.09762.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
Reference resolution
65 of 65 outbound references displayed
- verified exact3
- verified fuzzy53
- unresolved8
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 95b1931a-7de8-4418-833c-3d8f43cb0dd1 · outbound
This paper cites Securebert: A domain-specific language model for cybersecurity.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Securebert: A domain-specific language model for cybersecurity
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.457459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 82b4e812-4890-450d-ab9e-5a8e31156dcc · outbound
This paper cites Cyner: A python library for cybersecurity named entity recognition,.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Cyner: A python library for cybersecurity named entity recognition,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.448036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ac7f9cda-391a-49b4-b9ca-ec5a1acbde86 · outbound
This paper cites Alkhodair, Steven H.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Alkhodair, Steven H
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.431462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7696b11b-d8fc-454e-9e66-59f7728d94c9 · outbound
This paper cites EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.423453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1575d2e0-fe81-46ad-8e30-f30d03185915 · outbound
This paper cites HC-HackerRank: Identifying Key Hackers in Cybercrime Social Net- work Forums.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions HC-HackerRank: Identifying Key Hackers in Cybercrime Social Net- work Forums
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.414682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 52910e09-ffe0-4ff3-bbcb-4cd77a0565ef · outbound
This paper cites NLP-Based Techniques for Cyber Threat Intelligence.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions NLP-Based Techniques for Cyber Threat Intelligence
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:55:27.540522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10cef07e-54ab-4371-b248-67eff6340403 · outbound
This paper cites Using twitter data to monitor natural disaster social dynamics: A recurrent neural network approach with word embeddings and kernel density estimation.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Using twitter data to monitor natural disaster social dynamics: A recurrent neural network approach with word embeddings and kernel density estimation
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.406358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 62f50d78-3b0e-41ae-9d0a-6aab1c822760 · outbound
This paper cites PromptNER: Prompting For Named Entity Recognition.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions PromptNER: Prompting For Named Entity Recognition
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:55:27.546812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6458f075-31b0-4183-87d0-211793ce2e53 · outbound
This paper cites an unresolved cited work.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:55:28.397235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e25cf2f5-4606-432f-8887-35ec51e62b74 · outbound
This paper cites Density- based clustering based on hierarchical density estimates.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Density- based clustering based on hierarchical density estimates
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.388635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 05362e5c-c1d5-4f9b-a50d-ea104792aa4e · outbound
This paper cites Improving quality of indicators of compromise using stix graphs.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Improving quality of indicators of compromise using stix graphs
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.380065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dbb52a9b-83d8-4782-9014-fcf9754e331d · outbound
This paper cites Enhancing cyber threat intelligence with named entity recognition using bert-crf.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Enhancing cyber threat intelligence with named entity recognition using bert-crf
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.371647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 57cd2a4a-b8b3-4d9b-b1dc-2c7c82fc4c53 · outbound
This paper cites A survey of large language models for cyber threat detection.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions A survey of large language models for cyber threat detection
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.362457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a7544319-f09e-4996-8d15-97dc8c1f32a1 · outbound
This paper cites A Novel Prompting Method for Few-Shot NER via LLMs.Natural Language Processing Journal, 8:100099, September 2024.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions A Novel Prompting Method for Few-Shot NER via LLMs.Natural Language Processing Journal, 8:100099, September 2024
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.353552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed77916e-7fe9-4dfb-b5ce-5a2f01096d2e · outbound
This paper cites Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:55:27.882545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0156aee1-6428-4799-866e-357d378c522b · outbound
This paper cites Cyber threat intelligence survey, 2024.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Cyber threat intelligence survey, 2024
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.344425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c1e33c9c-deb1-4b60-8430-e9185b770a57 · outbound
This paper cites Collecting cyber threat intelligence from hacker forums via a two-stage, hybrid process using support vector machines and latent dirichlet allocation.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Collecting cyber threat intelligence from hacker forums via a two-stage, hybrid process using support vector machines and latent dirichlet allocation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.335749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aefcdc65-925e-46d5-afe7-13772f5185f0 · outbound
This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Bert: Pre-training of deep bidirectional transformers for language understanding
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.326294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9a3aaf63-cd33-4717-8d02-2246dede251f · outbound
This paper cites New cyber threat discovery from darknet marketplaces.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions New cyber threat discovery from darknet marketplaces
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.316280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f1beb587-c454-4ee9-994b-54067d4383b7 · outbound
This paper cites A survey on hybrid-cnn and llms for intrusion detection systems: Recent iot datasets.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions A survey on hybrid-cnn and llms for intrusion detection systems: Recent iot datasets
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.307027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 97008c6a-107d-4fbf-8fee-ff8e71fe664c · outbound
This paper cites Detecting cyber threat event from twitter using idcnn and bilstm.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Detecting cyber threat event from twitter using idcnn and bilstm
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.298251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 492fb945-8595-4484-8a6f-35b16d5b29db · outbound
This paper cites Analyzing and identifying data breaches in underground forums.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Analyzing and identifying data breaches in underground forums
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.288854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 93d6009e-bc1e-4d04-8f7b-c72c13b7f535 · outbound
This paper cites Real-time event detection on social data streams.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Real-time event detection on social data streams
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.279760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4b9e2866-3873-4d46-afab-ae8245c9bbc3 · outbound
This paper cites Cysecbert: Cybersecurity language model.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Cysecbert: Cybersecurity language model
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.265379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0d17c562-043a-48f8-b908-97461e3ad698 · outbound
This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions SimCSE: Simple Contrastive Learning of Sentence Embeddings
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:55:27.600781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e68e2fa7-bfef-4fb8-860c-2cd5a0f2b329 · outbound
This paper cites The ‘big beast to tackle’: Practices in quality assurance for cyber threat intelligence.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions The ‘big beast to tackle’: Practices in quality assurance for cyber threat intelligence
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.256920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 61201dd6-f03f-4877-8593-8a53fe685bcd · outbound
This paper cites Towards natural disasters detection from twitter using topic modelling.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Towards natural disasters detection from twitter using topic modelling
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.247615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a7fc7822-a5c7-4e1e-a420-4b279e54407b · outbound
This paper cites Comparing partitions.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Comparing partitions
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.238737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d3e03447-66b1-4da7-a121-af4f25a8e8d3 · outbound
This paper cites 2023 cti survey: Keeping up with a changing threat landscape, 2023.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions 2023 cti survey: Keeping up with a changing threat landscape, 2023
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.229624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5793be1d-c251-4ea2-a357-85c15f706093 · outbound
This paper cites Darkbert: A language model for the dark side of the internet.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Darkbert: A language model for the dark side of the internet
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.219739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 270078b3-9e87-42fc-a27e-4ef6ab88c1ce · outbound
This paper cites Exploring the dark web for cyber threat intelligence using machine learning.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Exploring the dark web for cyber threat intelligence using machine learning
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.209357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7cc65759-e448-43b3-baeb-f29bfffc8481 · outbound
This paper cites Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:55:27.833719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7ba15a77-16fb-42ae-a567-d491a521caae · outbound
This paper cites Event graph-based news cluster- ing: The role of named entity-centered subgraphs.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Event graph-based news cluster- ing: The role of named entity-centered subgraphs
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.200747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0e07b0a6-3c80-40b5-a857-67aa00466f59 · outbound
This paper cites Nedetector: Automatically extracting cybersecurity neologisms from hacker forums.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Nedetector: Automatically extracting cybersecurity neologisms from hacker forums
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.192387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 43e63372-19fb-4fcc-9e81-1ceac93a66ed · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:55:27.632192Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2f018d2-d15f-4d15-b1f4-6c75436f5822 · outbound
This paper cites Zero-shot entity linking by reading entity descriptions.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Zero-shot entity linking by reading entity descriptions
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.181604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 64fc4733-cbec-4396-8fad-f4c15bdd2901 · outbound
This paper cites Decoupled Weight Decay Regularization.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Decoupled Weight Decay Regularization
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:55:27.638387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 030ea939-7d46-4365-a0f7-ce7e04dc16be · outbound
This paper cites The rapidly evolving threat landscape of 2024, 2024.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions The rapidly evolving threat landscape of 2024, 2024
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.169480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 99e0d41e-01a0-47e5-8591-cbd3b1084c81 · outbound
This paper cites Understand your shady neighborhood: An approach for detecting and investigating hacker communities.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Understand your shady neighborhood: An approach for detecting and investigating hacker communities
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.158704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ebe1bfb4-b6e5-47fc-b4ce-609ca95176c8 · outbound
This paper cites Cream Skimming the Underground: Identifying Relevant Information Points from Online Forums.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Cream Skimming the Underground: Identifying Relevant Information Points from Online Forums
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:55:27.846491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cf2ceafa-dec5-419b-835b-9ce7e8dfc793 · outbound
This paper cites Entity and relation extractions for threat intelligence knowledge graphs.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Entity and relation extractions for threat intelligence knowledge graphs
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.145241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 82b41831-3ed4-48dd-ae3d-ee5445199daf · outbound
This paper cites You might have known it earlier: Analyzing the role of underground forums in threat intelligence.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions You might have known it earlier: Analyzing the role of underground forums in threat intelligence
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.132116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3fa3c097-d3e6-40ba-91e1-634467dd76ca · outbound
This paper cites Event detection from social media for epidemic prediction.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Event detection from social media for epidemic prediction
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.121115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 838db583-9989-4692-9b97-1de3147d0303 · outbound
This paper cites Thomas, Alice Hutchings, and Richard Clayton.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Thomas, Alice Hutchings, and Richard Clayton
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.109992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b952ab94-54f5-4488-962b-aad3cb0d542c · outbound
This paper cites Pytorch: An imperative style, high-performance deep learning library.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Pytorch: An imperative style, high-performance deep learning library
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.097652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 561cf8ec-27f2-4add-8885-4f149e02eaff · outbound
This paper cites Scikit-learn: Machine learning in python.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Scikit-learn: Machine learning in python
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.087234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e900edc6-310e-4154-9509-1d7277757461 · outbound
This paper cites What are the attackers doing now? automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions What are the attackers doing now? automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.076360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e22a2479-3ef0-4970-9234-3e03490e99d0 · outbound
This paper cites Severity-based triage of cybersecurity incidents using kill chain attack graphs.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Severity-based triage of cybersecurity incidents using kill chain attack graphs
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.064657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 061cf40d-21a4-4233-8369-6e48d41fc0f8 · outbound
This paper cites Ex- ploring emerging hacker assets and key hackers for proactive cyber threat intelligence.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Ex- ploring emerging hacker assets and key hackers for proactive cyber threat intelligence
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.053282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cdeddee1-9a50-49b6-921c-3f920b70efe9 · outbound
This paper cites Early warnings of cyber threats in online discussions.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Early warnings of cyber threats in online discussions
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.040647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3ebfe46b-bb58-432d-ae80-4b95c6db9d6a · outbound
This paper cites Event-driven news stream clustering using entity-aware contextual embeddings.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Event-driven news stream clustering using entity-aware contextual embeddings
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.029689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e236db40-f962-4a63-a893-0a5d219c6de8 · outbound
This paper cites SONAR: Automatic Detection of Cyber Security Events over the Twitter Stream.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions SONAR: Automatic Detection of Cyber Security Events over the Twitter Stream
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.018757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab9ea708-0db9-4b0a-b253-78c2d64a6e01 · outbound
This paper cites Cybersecurity event detection with new and re-emerging words.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Cybersecurity event detection with new and re-emerging words
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:28.008317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 83a7f087-1093-4a62-86aa-9ea86b28b2e4 · outbound
This paper cites Dense vs.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Dense vs
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.997028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1d4fcae6-d492-418d-89ec-60594169602e · outbound
This paper cites Trigger- free cybersecurity event detection based on contrastive learning.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Trigger- free cybersecurity event detection based on contrastive learning
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.986202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7db00955-1a71-42f5-a8a5-c5d25e9bf193 · outbound
This paper cites A feature-driven method for automating the assessment of osint cyber threat sources.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions A feature-driven method for automating the assessment of osint cyber threat sources
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.968765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2a99dcd0-173e-4315-bcbc-9d83c23ad2dd · outbound
This paper cites Information theoretic measures for clusterings comparison: Variants, properties, normalization and correction for chance.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Information theoretic measures for clusterings comparison: Variants, properties, normalization and correction for chance
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.960181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 377266a6-d9ba-4779-b32d-2754d6172c28 · outbound
This paper cites Aptner: A specific dataset for ner missions in cyber threat intelligence field.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Aptner: A specific dataset for ner missions in cyber threat intelligence field
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.951474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 41896460-70f9-4a30-b5cf-565b3f9e99ca · outbound
This paper cites Dnrti: A large-scale dataset for named entity recognition in threat intelligence.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Dnrti: A large-scale dataset for named entity recognition in threat intelligence
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.942514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 965eca55-70ce-437a-87e2-2c677abba46a · outbound
This paper cites Detecting cybersecurity events from noisy short text.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Detecting cybersecurity events from noisy short text
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.933959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 763af1d2-71d1-44ad-ac89-bc24b5ba34a3 · outbound
This paper cites The assessment of twitter’s potential for outbreak detection: Avian influenza case study.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions The assessment of twitter’s potential for outbreak detection: Avian influenza case study
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.925264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a8964f79-3db7-4644-a8f2-ebfccc119551 · outbound
This paper cites iDetector: Automate underground forum analysis based on heterogeneous information network.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions iDetector: Automate underground forum analysis based on heterogeneous information network
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:55:27.916467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 374e0907-faa8-4779-84b4-75ff9001e48a · outbound
This paper cites an unresolved cited work.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:55:27.907796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f086f8c9-0380-44a6-8fc7-588773c4d71a · outbound
This paper cites an unresolved cited work.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Unresolved cited work
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:55:27.595223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d2982d4-3138-4751-be22-b9b738639156 · outbound
This paper cites an unresolved cited work.
EventHunter: Dynamic Clustering and Ranking of Security Events from Hacker Forum Discussions Unresolved cited work
Reference 2022
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T17:55:28.439648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.