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Identification of cyber threats is one of the essential tasks for security teams. Currently, cyber threats can be identified using knowledge organized into various formats, enumerations, and knowledge bases. This paper studies the current…

密码学与安全 · 计算机科学 2022-06-30 Lukáš Sadlek , Pavel Čeleda , Daniel Tovarňák

Automated cyber threat detection in computer networks is a major challenge in cybersecurity. The cyber domain has inherent challenges that make traditional machine learning techniques problematic, specifically the need to learn continually…

密码学与安全 · 计算机科学 2021-04-29 Frank W. Bentrem , Michael A. Corsello , Joshua J. Palm

This paper takes the graph neural network as the technical framework, integrates the intrinsic connections between enterprise financial indicators, and proposes a model for enterprise credit risk assessment. The main research work includes:…

风险管理 · 定量金融 2024-09-27 Bingyao Liu , Iris Li , Jianhua Yao , Yuan Chen , Guanming Huang , Jiajing Wang

Cyber attacks have become a vital threat to connected autonomous vehicles in intelligent transportation systems. Cyber threat intelligence, as the collection of cyber threat information, provides an ideal approach for responding to emerging…

密码学与安全 · 计算机科学 2024-10-21 Yinghui Wang , Yilong Ren , Hongmao Qin , Zhiyong Cui , Yanan Zhao , Haiyang Yu

The importance of security metrics can hardly be overstated. Despite the attention that has been paid by the academia, government and industry in the past decades, this important problem stubbornly remains open. In this survey, we present a…

密码学与安全 · 计算机科学 2016-01-25 Marcus Pendleton , Richard Garcia-Lebron , Shouhuai Xu

Adequate risk assessment of safety critical systems needs to take both safety and security into account, as well as their interaction. A prominent methodology for modeling safety and security are attack-fault trees (AFTs), which combine the…

密码学与安全 · 计算机科学 2024-08-14 Milan Lopuhaä-Zwakenberg

With the ever-increasing reliance on digital networks for various aspects of modern life, ensuring their security has become a critical challenge. Intrusion Detection Systems play a crucial role in ensuring network security, actively…

密码学与安全 · 计算机科学 2024-04-30 Hamdi Friji , Ioannis Mavromatis , Adrian Sanchez-Mompo , Pietro Carnelli , Alexis Olivereau , Aftab Khan

While incorporating LLMs into systems offers significant benefits in critical application areas such as healthcare, new security challenges emerge due to the potential cyber kill chain cycles that combine adversarial model, prompt injection…

密码学与安全 · 计算机科学 2026-03-05 Neha Nagaraja , Hayretdin Bahsi

Industrial Internet of Things (IIoT) application provide a whole new set of possibilities to drive efficiency of industrial production forward. However, with the higher degree of integration among systems, comes a plethora of newthreats to…

密码学与安全 · 计算机科学 2019-11-18 Stefan Marksteiner , Rudolf Ramler , Hannes Sochor

Industrial robotic systems are central to automating smart manufacturing operations. Connected and automated factories face growing cybersecurity risks that can potentially cause interruptions and damages to physical operations. Among these…

机器人学 · 计算机科学 2025-09-16 Navid Aftabi , Philip Samaha , Jin Ma , Long Cheng , Ramy Harik , Dan Li

Cyber attacks are rapidly increasing with the advancement of technology and there is no protection for our information. To prevent future cyberattacks it is critical to promptly recognize cyberattacks and establish strong defense mechanisms…

密码学与安全 · 计算机科学 2025-09-16 Sawera Shahid , Umara Noor , Zahid Rashid

Cyberattacks are becoming increasingly frequent and sophisticated, often exploiting the software supply chain (SSC) as an attack vector. Attack graphs provide a detailed representation of the sequence of events and vulnerabilities that…

密码学与安全 · 计算机科学 2025-11-17 Luıs Soeiro , Thomas Robert , Stefano Zacchiroli

Cyber security threats to the payment and banking system have become a worldwide menace. The phenomenon has forced financial institutions to take risks as part of their business model. Hence, deliberate investment in sophisticated…

密码学与安全 · 计算机科学 2022-12-26 Williams Haruna , Toyin Ajiboro Aremu , Yetunde Ajao Modupe

The strength of a supply chain is an important measure of a country's or region's technical advancement and overall competitiveness. Establishing supply chain risk assessment models for effective management and mitigation of potential risks…

机器学习 · 计算机科学 2023-11-09 Zhanting Zhou , Kejun Bi , Yuyanzhen Zhong , Chao Tang , Dongfen Li , Shi Ying , Ruijin Wang

Credit rating is an analysis of the credit risks associated with a corporation, which reflects the level of the riskiness and reliability in investing, and plays a vital role in financial risk. There have emerged many studies that implement…

机器学习 · 计算机科学 2020-12-04 Bojing Feng , Haonan Xu , Wenfang Xue , Bindang Xue

Machine learning on graph-structured data has recently become a major topic in industry and research, finding many exciting applications such as recommender systems and automated theorem proving. We propose an energy-based graph embedding…

机器学习 · 计算机科学 2023-08-25 Dominik Dold , Josep Soler Garrido

Automated vulnerability detection in critical-infrastructure software confronts a fundamental barrier: industrial software is routinely deployed as stripped, symbol-free binaries that deprive conventional Software Composition Analysis of…

软件工程 · 计算机科学 2026-05-11 Bowei Ning , Xuejun Zong , Lian Lian , Kan He , Yifei Sun , Yuxiang Lei , Plamen Vasilev

The purpose of the research presented in this article is to develop a dynamic system for forecasting and minimizing the risks of an industrial company based on their quantitative assessment. The article considers the conceptual apparatus of…

风险管理 · 定量金融 2022-02-02 Denis S. Gusev , Elena G. Demidova , Olga A. Novikova

As part of the Internet of Things, industrial devices are now also connected to cloud services. However, the connection to the Internet increases the risks for Industrial Control Systems. Therefore, a threat analysis is essential for these…

密码学与安全 · 计算机科学 2024-05-28 Simon Liebl , Leah Lathrop , Ulrich Raithel , Matthias Söllner , Andreas Aßmuth

The growing connectivity of industrial devices as a result of the Internet of Things is increasing the risks to Industrial Control Systems. Since attacks on such devices can also cause damage to people and machines, they must be properly…

密码学与安全 · 计算机科学 2024-05-28 Simon Liebl , Leah Lathrop , Ulrich Raithel , Andreas Aßmuth , Ian Ferguson , Matthias Söllner