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Public and commercial organizations extensively share cyberthreat intelligence (CTI) to prepare systems to defend against existing and emerging cyberattacks.
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Some mathematical notes on three-mode factor analysis
Ledyard R Tucker. 1966 · 1966
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Standardizing Cyber Threat Intelligence Information with the Structured Threat Information eXpression (STIX)
Sean Barnum. 2012 · 2012
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BRAT: a Web-based Tool for NLP-Assisted Text Annotation. In Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL)
Pontus Stenetorp, Sampo Pyysalo, Goran Topic, Tomoko Ohta, Sophia Ananiadou, and Junichi Tsujii. 2012 · 2012
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Automatic Labeling for Entity Extraction in Cyber Security
Robert A. Bridges, Corinne L. Jones, Michael D. Iannacone, and John R. Goodall. 2013 · 2013
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The trusted automated exchange of indicator information (taxii)
Julie Connolly, Mark Davidson, and Charles Schmidt. 2014 · 2014
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How to define and build an effective cyber threat intelligence capability
Henry Dalziel. 2014 · 2014
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Towards a relation extraction framework for cyber-security concepts. In Proceedings of the 10th Annual Cyber and Information Security Research Conference . 1–4
Corinne L Jones, Robert A Bridges, Kelly MT Huffer, and John R Goodall. 2015 · 2015
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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A Review of Relational Machine Learning for Knowledge Graphs
Maximilian Nickel, Kevin Murphy, Volker Tresp, and Evgeniy Gabrilovich. 2016 · 2015
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Intelligent, automated red team emulation. In Proceedings of the 32nd Annual Conference on Computer Security Applications . 363–373
Andy Applebaum, Doug Miller, Blake Strom, Chris Korban, and Ross Wolf. 2016 · 2016
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Acing the IOC Game: Toward Automatic Discovery and Analysis of Open-Source Cyber Threat Intelligence. In Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, Vienna, Austria, October 24-28, 2016 . ACM, 755–766
Xiaojing Liao, Kan Yuan, XiaoFeng Wang, Zhou Li, Luyi Xing, and Raheem A. Beyah. 2016 · 2016
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MS-Bulletin
Microsoft. 2016 · 2016
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TTPDrill: Automatic and Accurate Extraction of Threat Actions from Unstructured Text of CTI Sources. In Proceedings of the 33rd annual computer security applications conference . 103–115
Ghaith Husari, Ehab Al-Shaer, Mohiuddin Ahmed, Bill Chu, and Xi Niu. 2017 · 2017
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Attention is All you Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Knowledge Graph Embedding: A Survey of Approaches and Applications
Quan Wang, Zhendong Mao, Bin Wang, and Li Guo. 2017 · 2017
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Red Alert 2.0: Android Trojan
Jagadeesh Chandraiah. 2018 · 2018
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Automated adversary emulation: A case for planning and acting with unknowns
Doug Miller, Ron Alford, Andy Applebaum, Henry Foster, Caleb Little, and Blake Strom. 2018 · 2018
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Early Detection of Cybersecurity Threats Using Collaborative Cognition
Sandeep Nair Narayanan, Ashwinkumar Ganesan, Karuna Pande Joshi, Tim Oates, Anupam Joshi, and Timothy W. Finin. 2018 · 2018
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Threat intelligence computing. In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security . 1883–1898
Xiaokui Shu, Frederico Araujo, Douglas L Schales, Marc Ph Stoecklin, Jiyong Jang, Heqing Huang, and Josyula R Rao. 2018 · 2018
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Mitre ATT&CK: Design and philosophy
Blake E Strom, Andy Applebaum, Doug P Miller, Kathryn C Nickels, Adam G Pennington, and Cody B Thomas. 2018 · 2018
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A survey on technical threat intelligence in the age of sophisticated cyber attacks
Wiem Tounsi and Helmi Rais. 2018 · 2018
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FLAIR: An easy-to-use framework for state-of-the-art NLP. In Proceedings of the 2019 North American Chapter of the Association for Computational Linguistics (NAACL-Demonstrations) . 54–59
Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019 · 2019
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TuckER: Tensor Factorization for Knowledge Graph Completion
Ivana Balažević, Carl Allen, and Timothy M Hospedales. 2019 · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers) . Association for Computational Linguistics, 4171–4186
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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The SEPSES Knowledge Graph: An Integrated Resource for Cybersecurity. In The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II (Lecture Notes in Computer Science, Vol. 11779) . Springer, 198–214
Elmar Kiesling, Andreas Ekelhart, Kabul Kurniawan, and Fajar Juang Ekaputra. 2019 · 2019
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A Framework for Cyber Threat Intelligence Extraction from Raw Log Data. In 2019 IEEE International Conference on Big Data (Big Data) . IEEE, 3200–3209
ATLAS: A Sequence-based Learning Approach for Attack Investigation. In 30th USENIX Security Symposium (USENIX Security 21) . 3005–3022
Abdulellah Alsaheel, Yuhong Nan, Shiqing Ma, Le Yu, Gregory Walkup, Z Berkay Celik, Xiangyu Zhang, and Dongyan Xu. 2021 · 2021
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POSTER: An Ontology-driven Knowledge Graph for Android Malware. In Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security . 2435–2437
Ryan Christian, Sharmishtha Dutta, Youngja Park, and Nidhi Rastogi. 2021 · 2021
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CyberRel: Joint Entity and Relation Extraction for Cybersecurity Concepts. In International Conference on Information and Communications Security . Springer, 447–463
Yongyan Guo, Zhengyu Liu, Cheng Huang, Jiayong Liu, Wangyuan Jing, Ziwang Wang, and Yanghao Wang. 2021 · 2021
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A survey on knowledge graphs: Representation, acquisition, and applications
Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, and S Yu Philip. 2021 · 2021
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Max Landauer, Florian Skopik, Markus Wurzenberger, Wolfgang Hotwagner, and Andreas Rauber. 2019 · 2019
Cited alongside, same era.
POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting. In Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, CCS 2019, London, UK, November 11-15, 2019 . ACM, 1813–1830
Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, and V. N. Venkatakrishnan. 2019 · 2019
Cited alongside, same era.
RelExt: Relation Extraction using Deep Learning approaches for Cybersecurity Knowledge Graph Improvement. In Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining . 879–886
Aditya Pingle, Aritran Piplai, Sudip Mittal, Anupam Joshi, James Holt, and Richard Zak. 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 2019, Hong Kong, China, November 3-7, 2019 . Association for Computational Linguistics, 3980–3990
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
WIRTE’s campaign in the Middle East ‘living off the land’ since at least 2019
SecureList. 2021 · 2019
Cited alongside, same era.
ATTACK2VEC: Leveraging Temporal Word Embeddings to Understand the Evolution of Cyberattacks. In 28th USENIX Security Symposium, USENIX Security 2019, Santa Clara, CA, USA, August 14-16, 2019 . USENIX Association, 905–921
Yun Shen and Gianluca Stringhini. 2019 · 2019
Cited alongside, same era.
Ginp - A malware patchwork borrowing from Anubis
ThreatFabric. 2019 · 2019
Cited alongside, same era.
Enriching Pre-trained Language Model with Entity Information for Relation Classification. In Proceedings of the 28th ACM international conference on information and knowledge management . 2361–2364
Shanchan Wu and Yifan He. 2019 · 2019
Cited alongside, same era.
A different cup of TI? The added value of commercial threat intelligence. In Proceedings of the 29th USENIX Conference on Security Symposium . 433–450
Xander Bouwman, Harm Griffioen, Jelle Egbers, Christian Doerr, Bram Klievink, and Michel Van Eeten. 2020 · 2020
Cited alongside, same era.
A Framework for Document-level Cybersecurity Event Extraction from Open Source Data. In 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD) . IEEE, 422–427
Ning Luo, Xiangyu Du, Yitong He, Jun Jiang, Xuren Wang, Zhengwei Jiang, and Kai Zhang. 2021 · 2021
Later among the works it cites.
Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph
Injy Sarhan and Marco René Spruit. 2021 · 2021
Later among the works it cites.
EXTRACTOR: Extracting attack behavior from threat reports. In 2021 IEEE European Symposium on Security and Privacy (EuroS&P) . IEEE, 598–615
Kiavash Satvat, Rigel Gjomemo, and VN Venkatakrishnan. 2021 · 2021
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T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition
Asahi Ushio and José Camacho-Collados. 2021 · 2021
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New FluBot and TeaBot Global Malware Campaigns Discovered
Bitdefender. 2022 · 2022
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Kaspersky. 2022 · 2022
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AttacKG: Constructing Technique Knowledge Graph from Cyber Threat Intelligence Reports. In Computer Security - ESORICS 2022 - 27th European Symposium on Research in Computer Security, Copenhagen, Denmark, September 26-30, 2022, Proceedings, Part I (Lecture Notes in Computer Science, Vol. 13554) . Springer, 589–609
Zhenyuan Li, Jun Zeng, Yan Chen, and Zhenkai Liang. 2022b · 2022
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McAfee. 2022 · 2022
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Ke3chang
Mitre. 2022 · 2022
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NIST. 2022 · 2022
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TINKER: A framework for Open source Cyberthreat Intelligence. In 2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) . IEEE, 1569–1574
Nidhi Rastogi, Sharmishtha Dutta, Alex Gittens, Mohammed J Zaki, and Charu Aggarwal. 2022 · 2022
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A Feature-driven Method for Automating the Assessment of OSINT Cyber Threat Sources
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2023 · 2023
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