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Related papers: The Procedural Semantics Gap in Structured CTI: A …

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Large-scale cyberattacks, referred to as campaigns, are documented across multiple CTI reports from diverse sources, with some providing a high-level overview of attack techniques and others providing technical details. Extracting attack…

Software Engineering · Computer Science 2026-04-10 Md Nazmul Haque , Sivana Hamer , Brandon Wroblewski , Md Rayhanur Rahman , Laurie Williams

This article discusses how the gap between early 5G network threat assessments and an adversarial Tactics, Techniques, Procedures (TTPs) knowledge base for future use in the MITRE ATT&CK threat modelling framework can be bridged. We…

Cryptography and Security · Computer Science 2021-10-15 Robert Pell , Sotiris Moschoyiannis , Emmanouil Panaousis , Ryan Heartfield

Cyber Threat Intelligence (CTI) reports are factual records compiled by security analysts through their observations of threat events or their own practical experience with attacks. In order to utilize CTI reports for attack detection,…

Cryptography and Security · Computer Science 2024-10-16 Wenrui Cheng , Tiantian Zhu , Tieming Chen , Qixuan Yuan , Jie Ying , Hongmei Li , Chunlin Xiong , Mingda Li , Mingqi Lv , Yan Chen

Developing intelligent, interoperable Cyber Threat Information (CTI) sharing technologies can help build strong defences against modern cyber threats. CTIs allow the community to share information about cybercriminals' threats and…

Cryptography and Security · Computer Science 2023-01-10 Alexandros Papanikolaou , Aggelos Alevizopoulos , Christos Ilioudis , Konstantinos Demertzis , Konstantinos Rantos

Large Language Models (LLMs) have demonstrated strong capabilities in natural language reasoning, yet their application to Cyber Threat Intelligence (CTI) remains limited. CTI analysis involves distilling large volumes of unstructured…

Cryptography and Security · Computer Science 2026-02-17 Md Tanvirul Alam , Dipkamal Bhusal , Salman Ahmad , Nidhi Rastogi , Peter Worth

Threat analysts routinely rely on natural-language reports that describe attacker actions without enumerating the full kill chain or the dependencies between phases, making automated reconstruction of ATT&CK consistent intrusion paths a…

Cryptography and Security · Computer Science 2025-12-18 Chitraksh Singh , Monisha Dhanraj , Ken Huang

In military organizations, Cyber Threat Intelligence (CTI) supports cyberspace operations by providing the commander with essential information about the adversary, their capabilities and objectives as they operate through cyberspace. This…

Cryptography and Security · Computer Science 2022-05-10 Oscar Sandoval Carlos

Agentic AI pipelines suffer from a hidden inefficiency: they frequently reconstruct identical intermediate logic, such as metric normalization or chart scaffolding, even when the user's natural language phrasing is entirely novel.…

Attribution of cyber-attacks remains a complex but critical challenge for cyber defenders. Currently, manual extraction of behavioral indicators from dense forensic documentation causes significant attribution delays, especially following…

Cryptography and Security · Computer Science 2025-05-20 Kyla Guru , Robert J. Moss , Mykel J. Kochenderfer

Question-and-answer formats provide a novel experimental platform for investigating cybersecurity questions. Unlike previous chatbots, the latest ChatGPT model from OpenAI supports an advanced understanding of complex coding questions. The…

Cryptography and Security · Computer Science 2022-12-23 Forrest McKee , David Noever

Large Language Models (LLMs) are intensively used to assist security analysts in counteracting the rapid exploitation of cyber threats, wherein LLMs offer cyber threat intelligence (CTI) to support vulnerability assessment and incident…

Cryptography and Security · Computer Science 2025-10-03 Luoxi Tang , Yuqiao Meng , Ankita Patra , Weicheng Ma , Muchao Ye , Zhaohan Xi

Prompt injection remains a central obstacle to the safe deployment of large language models, particularly in multi-agent settings where intermediate outputs can propagate or amplify malicious instructions. Building on earlier work that…

Artificial Intelligence · Computer Science 2026-01-21 Diego Gosmar , Deborah A. Dahl

Protecting against multi-step attacks of uncertain duration and timing forces defenders into an indefinite, always ongoing, resource-intensive response. To effectively allocate resources, a defender must be able to analyze multi-step…

Cryptography and Security · Computer Science 2021-07-12 Alexander V. Outkin , Patricia V. Schulz , Timothy Schulz , Thomas D. Tarman , Ali Pinar

Cyber Threat Intelligence (CTI) reporting is pivotal in contemporary risk management strategies. As the volume of CTI reports continues to surge, the demand for automated tools to streamline report generation becomes increasingly apparent.…

Cryptography and Security · Computer Science 2023-10-05 Filippo Perrina , Francesco Marchiori , Mauro Conti , Nino Vincenzo Verde

Understanding the risks associated with an enterprise environment is the first step toward improving its security. Organizations employ various methods to assess and prioritize the risks identified in cyber threat intelligence (CTI) reports…

Cryptography and Security · Computer Science 2025-12-30 David Tayouri , Elad Duani , Abed Showgan , Ofir Manor , Ortal Lavi , Igor Podoski , Miro Ohana , Yuval Elovici , Andres Murillo , Asaf Shabtai , Rami Puzis

Industry standard frameworks are now widespread for labeling the high-level stages and granular actions of attacker and defender behavior in cyberspace. While these labels are used for atomic actions, and to some extent for sequences of…

Cryptography and Security · Computer Science 2023-07-21 Georgel Savin , Ammar Asseri , Josiah Dykstra , Jonathan Goohs , Anthony Melarano , William Casey

In this paper, we enhance the machine-readable representation of the ATT&CK Groups knowledge base provided by MITRE in STIX 2.1 format to make available and queryable additional types of contextual information. Such information includes the…

Cryptography and Security · Computer Science 2022-04-27 Mateusz Zych , Vasileios Mavroeidis

Modern infrastructures rely on software systems that remain vulnerable to cyberattacks. These attacks frequently exploit vulnerabilities documented in repositories such as MITRE's Common Vulnerabilities and Exposures (CVE). However, Cyber…

Cryptography and Security · Computer Science 2026-02-27 Refat Othman

Nowadays, the open-source software (OSS) ecosystem suffers from security threats of software supply chain (SSC) attacks. Interpreted OSS malware plays a vital role in SSC attacks, as criminals have an arsenal of attack vectors to deceive…

Cryptography and Security · Computer Science 2024-07-12 Ying Zhang , Xiaoyan Zhou , Hui Wen , Wenjia Niu , Jiqiang Liu , Haining Wang , Qiang Li

Cybersecurity has become a crucial concern in the field of connected autonomous vehicles. Cyber threat intelligence (CTI), as the collection of cyber threat information, offers an ideal way for responding to emerging cyber threats and…

Cryptography and Security · Computer Science 2024-10-22 Yinghui Wang , Yilong Ren , Zhiyong Cui , Haiyang Yu