Fetching the paper…
Reading the bibliography…
Publicly available information contains valuable information for Cyber Threat Intelligence (CTI).
Focused crawling: A new approach to topic-specific Web resource discovery
Soumen Chakrabarti, Martin van den Berg, and Byron Dom. 1999 · 1999
Earlier work this paper cites.
The Elements of Statistical Learning
Trevor Hastie, Robert Tibshirani, and Jerome Friedman. 2009 · 2009
Earlier work this paper cites.
Software Framework for Topic Modelling with Large Corpora. 45–50
Radim Řehůřek and Petr Sojka. 2010 · 2010
Earlier work this paper cites.
A Focused Crawler Based on Naive Bayes Classifier. In 2010 Third International Symposium on Intelligent Information Technology and Security Informatics . 517–521
Wenxian Wang, Xingshu Chen, Yongbin Zou, Haizhou Wang, and Zongkun Dai. 2010 · 2010
Earlier work this paper cites.
Applied Network Security Monitoring (1 ed.)
Chris Sanders and Jason Smith. 2013 · 2013
Earlier work this paper cites.
Efficient Estimation of Word Representations in Vector Space. In Proceedings of the International Conference on Learning Representations
Tomas Mikolov, Kai Chen, G. Corrado, and J. Dean. 2013 · 2013
Earlier work this paper cites.
The Pyramid of Pain
David J. Bianco. 2014 · 2014
Earlier work this paper cites.
Who’s using cyberthreat intelligence and how
Dave Shackleford and Stephen Northcutt. 2015 · 2015
Earlier work this paper cites.
Acing the IOC game: Toward automatic discovery and analysis of open-source cyber threat intelligence. In CSS’16 , Vol. 24-28-Octo. ACM Press, 755–766
Xiaojing Liao, Kan Yuan, Xiaofeng Wang, Zhou Li, Luyi Xing, and Raheem Beyah. 2016 · 2016
Earlier work this paper cites.
Finding seeds to bootstrap focused crawlers
Karane Vieira, Luciano Barbosa, Altigran Soares Silva, Juliana Freire, and Edleno Moura. 2016 · 2016
Earlier work this paper cites.
TTPDrill: Automatic and Accurate Extraction of Threat Actions from Unstructured Text of CTI Sources. In Proceedings of the 33rd Annual Computer Security Applications Conference . Association for Computing Machinery, 103–115
Ghaith Husari, Ehab Al-Shaer, Mohiuddin Ahmed, Bill Chu, and Xi Niu. 2017 · 2017
Earlier work this paper cites.
SONAR: Automatic Detection of Cyber Security Events over the Twitter Stream. In ARES’17 . ACM, 1–11
Quentin Le Sceller, ElMouatez Billah Karbab, Mourad Debbabi, and Farkhund Iqbal. 2017 · 2017
Earlier work this paper cites.
Semi-Automated Information Extraction from Unstructured Threat Advisories. In Proceedings of the 10th Innovations in Software Engineering Conference . Association for Computing Machinery, 181–187
Roshni R. Ramnani, Karthik Shivaram, Shubhashis Sengupta, and Annervaz K. M. 2017 · 2017
Earlier work this paper cites.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
Cited alongside, same era.
Deep Contextualized Word Representations. In NAACL’18 . Association for Computational Linguistics, 2227–2237
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
Cited alongside, same era.
Darknets as Tools for Cyber Warfare
Kai Denker, Marcel Schäfer, and Martin Steinebach. 2019 · 2019
Cited alongside, same era.
A Crawler Architecture for Harvesting the Clear, Social, and Dark Web for IoT-Related Cyber-Threat Intelligence. In 2019 IEEE World Congress on Services (SERVICES) . IEEE, 3–8
Paris Koloveas, Thanasis Chantzios, Christos Tryfonopoulos, and Spiros Skiadopoulos. 2019 · 2019
Cited alongside, same era.
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) , Kentaro Inui, Jing Jiang, Vincent Ng, and Xiaojun Wan (Eds.). Association for Computational Linguistics, 3982–3992
OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases. In ARES ’21: Proceedings of the 16th International Conference on Availability, Reliability and Security . ACM, 11
Philipp Kuehn, Markus Bayer, Marc Wendelborn, and Christian Reuter. 2021 · 2021
Later among the works it cites.
CySecAlert: An Alert Generation System for Cyber Security Events Using Open Source Intelligence Data. In Information and Communications Security (ICICS) . 429–446
Thea Riebe, Tristan Wirth, Markus Bayer, Philipp Kuehn, Marc-André Kaufhold, Volker Knauthe, Stefan Guthe, and Christian Reuter. 2021 · 2021
Later among the works it cites.
#Twiti: Social Listening for Threat Intelligence. In Proceedings of the Web Conference 2021 . Association for Computing Machinery, 92–104
Hyejin Shin, WooChul Shim, Saebom Kim, Sol Lee, Yong Goo Kang, and Yong Ho Hwang. 2021 · 2021
Later among the works it cites.
BERT Based Topic-Specific Crawler. In 2021 Innovations in Intelligent Systems and Applications Conference (ASYU) . 1–5
Yahya Tawil and Saed Alqaraleh. 2021 · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
Fighting N-day vulnerabilities with automated CVSS vector prediction at disclosure. In Proceedings of the 15th International Conference on Availability, Reliability and Security . ACM, 1–10
Clément Elbaz, Louis Rilling, and Christine Morin. 2020 · 2020
Cited alongside, same era.
Legality and Ethics of Web Scraping
Vlad Krotov, Leigh Johnson, and Leiser Silva. 2020 · 2020
Cited alongside, same era.
2020 SANS cyber threat intelligence (CTI) survey
Robert M Lee. 2020 · 2020
Cited alongside, same era.
On the Automated Assessment of Open-Source Cyber Threat Intelligence Sources. In Computational Science – ICCS 2020 , Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, and João Teixeira (Eds.). Springer International Publishing, 453–467
Andrea Tundis, Samuel Ruppert, and Max Mühlhäuser. 2020 · 2020
Cited alongside, same era.
Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction. In ACL/IJCNLP’21 . ACL, 122–131
Adrien Barbaresi. 2021 · 2021
Cited alongside, same era.
SANS Cyber Threat Intelligence Survey 2021
Rebekah Brown and Robert M. Lee. 2021 · 2021
Cited alongside, same era.
inTIME: A Machine Learning-Based Framework for Gathering and Leveraging Web Data to Cyber-Threat Intelligence
Paris Koloveas, Thanasis Chantzios, Sofia Alevizopoulou, Spiros Skiadopoulos, and Christos Tryfonopoulos. 2021 · 2021
Cited alongside, same era.
A Feature-driven Method for Automating the Assessment of OSINT Cyber Threat Sources
Andrea Tundis, Samuel Ruppert, and Max Mühlhäuser. 2022 · 2021
Later among the works it cites.
DSDD: Domain-Specific Dataset Discovery on the Web. In Proceedings of the 30th ACM International Conference on Information & Knowledge Management . Association for Computing Machinery, 2527–2536
Haoxiang Zhang, Aécio Santos, and Juliana Freire. 2021 · 2021
Later among the works it cites.
SANS Cyber Threat Intelligence Survey 2022
Rebekah Brown and Pasquale Stirparo. 2022 · 2022
Later among the works it cites.
Voice of the SOC Analyst
Eoin Hinchy. 2022 · 2022
Later among the works it cites.
The Notion of Relevance in Cybersecurity: A Categorization of Security Tools and Deduction of Relevance Notions. In Workshop-Proceedings Mensch und Computer . Gesellschaft für Informatik
Philipp Kuehn, Julian Bäumler, Marc-André Kaufhold, Marc Wendelborn, and Christian Reuter. 2022 · 2022
Later among the works it cites.
Privacy-Preserving Polyglot Sharing and Analysis of Confidential Cyber Threat Intelligence. In Proceedings of the 17th International Conference on Availability, Reliability and Security . Association for Computing Machinery, 1–11
Davy Preuveneers and Wouter Joosen. 2022 · 2022
Later among the works it cites.
A focused crawler based on semantic disambiguation vector space model
Wenjun Liu, Yu He, Jing Wu, Yajun Du, Xing Liu, Tiejun Xi, Zurui Gan, Pengjun Jiang, and Xiaoping Huang. 2023 · 2023
Closest in time.
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain
Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, and Christian Reuter. 2024 · 2024
Closest in time.