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Indicators of Compromise (IOCs) are artifacts observed on a network or in an operating system that can be utilized to indicate a computer intrusion and detect cyber-attacks in an early stage. Thus, they exert an important role in the field…

Computation and Language · Computer Science 2019-09-30 Zi Long , Lianzhi Tan , Shengping Zhou , Chaoyang He , Xin Liu

Indicators of Compromise (IoCs) play a crucial role in the rapid detection and mitigation of cyber threats. However, the existing body of literature lacks in-depth analytical studies on the temporal aspects of IoC publication, especially…

Cryptography and Security · Computer Science 2025-01-22 Angel Kodituwakku , Clark Xu , Daniel Rogers , David K. Ahn , Errin W. Fulp

Receiving timely and relevant security information is crucial for maintaining a high-security level on an IT infrastructure. This information can be extracted from Open Source Intelligence published daily by users, security organisations,…

Cryptography and Security · Computer Science 2019-04-04 Fernando Alves , Aurélien Bettini , Pedro M. Ferreira , Alysson Bessani

Indicators of Compromise (IOCs) are artifacts observed on a network or in an operating system that can be utilized to indicate a computer intrusion and detect cyber-attacks in an early stage. Thus, they exert an important role in the field…

Artificial Intelligence · Computer Science 2018-10-25 Shengping Zhou , Zi Long , Lianzhi Tan , Hao Guo

Indicators of Compromise (IOCs), such as IP addresses, file hashes, and domain names associated with known malware or attacks, are cornerstones of cybersecurity, serving to identify malicious activity on a network. In this work, we leverage…

Cryptography and Security · Computer Science 2023-08-01 Breno Tostes , Leonardo Ventura , Enrico Lovat , Matheus Martins , Daniel Sadoc Menasché

Cyber threat attribution is the process of identifying the actor of an attack incident in cyberspace. An accurate and timely threat attribution plays an important role in deterring future attacks by applying appropriate and timely defense…

Cryptography and Security · Computer Science 2023-07-21 Umara Noor , Sawera Shahid , Rimsha Kanwal , Zahid Rashid

Social media communication has become a significant part of daily activity in modern societies. For this reason, ensuring safety in social media platforms is a necessity. Use of dangerous language such as physical threats in online…

Computation and Language · Computer Science 2020-05-15 Ali Alshehri , El Moatez Billah Nagoudi , Muhammad Abdul-Mageed

Preventing organizations from Cyber exploits needs timely intelligence about Cyber vulnerabilities and attacks, referred as threats. Cyber threat intelligence can be extracted from various sources including social media platforms where…

Cryptography and Security · Computer Science 2019-09-06 Ba Dung Le , Guanhua Wang , Mehwish Nasim , Ali Babar

To be prepared against cyberattacks, most organizations resort to security information and event management systems to monitor their infrastructures. These systems depend on the timeliness and relevance of the latest updates, patches and…

Machine Learning · Computer Science 2019-04-03 Nuno Dionísio , Fernando Alves , Pedro M. Ferreira , Alysson Bessani

Breaking cybersecurity events are shared across a range of websites, including security blogs (FireEye, Kaspersky, etc.), in addition to social media platforms such as Facebook and Twitter. In this paper, we investigate methods to analyze…

Computation and Language · Computer Science 2019-05-06 Shi Zong , Alan Ritter , Graham Mueller , Evan Wright

The accelerated development of social media websites has posed intricate security issues in cyberspace, where these sites have increasingly become victims of criminal activities including attempts to intrude into them, abnormal traffic…

Machine Learning · Computer Science 2026-01-07 Aditi Sanjay Agrawal

The rapid development of IoT applications and their use in various fields of everyday life has resulted in an escalated number of different possible cyber-threats, and has consequently raised the need of securing IoT devices. Collecting…

Cryptography and Security · Computer Science 2021-09-10 Sofia Alevizopoulou , Paris Koloveas , Christos Tryfonopoulos , Paraskevi Raftopoulou

Enterprise security faces escalating threats from sophisticated malware, compounded by expanding digital operations. This paper presents the first systematic evaluation of large language models (LLMs) to proactively identify indicators of…

Cryptography and Security · Computer Science 2026-01-15 Aniesh Chawla , Udbhav Prasad

The steady increase in the volume of indicators of compromise (IoC) as well as their volatile nature makes their processing challenging. Once compromised infrastructures are cleaned up, threat actors are moving to on to other target…

Cryptography and Security · Computer Science 2018-03-30 Andras Iklody , Gerard Wagener , Alexandre Dulaunoy , Sami Mokaddem , Cynthia Wagner

Open source intelligence is a powerful tool for cybersecurity analysts to gather information both for analysis of discovered vulnerabilities and for detecting novel cybersecurity threats and exploits. However the scale of information that…

Cryptography and Security · Computer Science 2024-10-10 Elijah Pelofske , Lorie M. Liebrock , Vincent Urias

Social media plays a significant role in disaster management by providing valuable data about affected people, donations and help requests. Recent studies highlight the need to filter information on social media into fine-grained content…

Computation and Language · Computer Science 2021-05-20 Hamada M. Zahera , Rricha Jalota , Mohamed A. Sherif , Axel N. Ngomo

Indicators of Compromise (IoCs) are critical for threat detection and response, marking malicious activity across networks and systems. Yet, the effectiveness of automated IoC extraction systems is fundamentally limited by one key issue:…

Cryptography and Security · Computer Science 2025-10-27 Evangelos Froudakis , Athanasios Avgetidis , Sean Tyler Frankum , Roberto Perdisci , Manos Antonakakis , Angelos D. Keromytis

Research shows that various social media platforms on Internet such as Twitter, Tumblr (micro-blogging websites), Facebook (a popular social networking website), YouTube (largest video sharing and hosting website), Blogs and discussion…

Computers and Society · Computer Science 2015-11-24 Swati Agarwal , Ashish Sureka

We introduce a system for automatically generating warnings of imminent or current cyber-threats. Our system leverages the communication of malicious actors on the darkweb, as well as activity of cyber security experts on social media…

Cryptography and Security · Computer Science 2018-01-31 Anna Sapienza , Alessandro Bessi , Saranya Damodaran , Paulo Shakarian , Kristina Lerman , Emilio Ferrara

Technological progress in the last few decades has granted an increasing number of people access to social media platforms such as Facebook, X (formerly Twitter), and Instagram. Consequently, the potential risks associated with these…

Social and Information Networks · Computer Science 2025-03-26 Francesco Benedetti , Antonio Pellicani , Gianvito Pio , Michelangelo Ceci
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