Abstract:The increased integration of operational technology (OT), Internet of Things (IoT), and business IT systems has allowed sophisticated attackers to circumvent isolated security features and launch cross-platform assaults.…
Current fragmented techniques, with discrete detectors monitoring Modbus, Kubernetes, MQTT, or other domain-specific protocols, cannot handle cross-system risks. These methodologies overlook 68% of multi-vector marketing that uses both physical and digital channels. This study introduces a transfer learning architecture to integrate detection capabilities by correlating threats across protocols, devices, and settings. The architecture generates a unified feature space that extracts behavioral semantics from industrial control system logs, cloud telemetry, network traffic, and device-level signals to produce protocol-agnostic threat representations. Adversarial domain adaptation and semantic graph embeddings enable cross-domain knowledge transfer with minimum retraining. Security teams may now discover kill chains like infected cloud containers preceding illegal PLC command execution every 23 minutes. Validated against real-world attack datasets from water treatment facilities (OT) and cloud infrastructure (IT), the system achieved 93.4% cross-platform attack recall, a 41.3 percentage point improvement over prior methodologies. It reduced OT data labeling by 89% and false positives by 93.5%. This paradigm shift transforms threat correlation from a reactive, domain-specific process to adaptive intelligence, boosting resilience for critical infrastructure, industrial ecosystems, and smart environments facing cyber-physical hazards. The framework's practical validation in energy, industry, and vital infrastructure shows its importance in protecting an increasingly linked world.
Abstract:This study investigates the influence of artificial intelligence (AI) integration on strategic financial management in large corporations. Focusing on a sample of 20 Fortune 500 companies from diverse industries, the research…
earch employs a quantitative, descriptive-analytical approach utilizing secondary data from financial reports and AI system logs. The findings reveal that AI adoption significantly enhances forecasting accuracy, risk identification, and operational efficiency, while also enabling financial managers to redirect resources toward creative and strategic initiatives. However, the study also identifies challenges related to data quality, ethical considerations, and skill gaps in AI utilization. The results highlight the importance of a balanced approach that combines AI-driven insights with managerial intuition to maximize value creation in the digital age.
Abstract:PT Sugar Group Companies requires an information system that affects raw material inventory control. In this research, the Exponential Smoothing method is implemented to estimate the amount of raw materials needed in the…
future. This method is useful for companies to carefully calculate the amount of raw materials needed, this can reduce the budget and increase operational capabilities. The results of the study state that the Exponential Smoothing method can be used effectively in raw material inventory control information systems, both in industries that have high differences in demand for raw materials. Therefore, this system can facilitate PT Sugar Group Companies in optimizing the use of resources and developing service quality.
Abstract:The financial uncertainty in the results of the investment evaluation creates conditions of risk in the decision making of any strategy in the management of the industrial units. The recent crises (economic and pandemic)…
have only reinforced the need to explicitly introduce the factor of uncertainty in any new investment decision. The aim of the present paper is to develop a methodological approach contributing to the appraisal of an investment project under risk and uncertainty. Methods from statistical - econometrics, probabilistic analysis, numerical simulation methods and financial analysis are used and combined. The stochastic approach is used through the Monte Carlo simulation to appraisal the uncertainty. Finally, the implementation of probabilistic theory combined with the use of decision trees allows to estimate in a more relevant way the factor of uncertainty considering all perspectives.
Abstract:This research aims to determine whether public ownership, board of directors compensation and audit committee have an effect on tax management in basic consumer goods industrial companies listed on the Indonesian Stock Exchange.…
xchange. Secondary data was obtained based on purposive sampling of financial reports. The population was conducted on basic consumer goods industrial companies listed on the IDX with a number of 54 companies, while the samples were selected with purposive sampling method obtained a total of 12 companies or 36 samples for the period 2017-2019. But the 36 samples processed the result is abnormal distribution, so the researcher increase the observation period on the IDX in 2015.2020. Data analysis method used is multiple linear regression. The results of this research indicated that the public ownership, board of directors compensation and audit committee no have significant effect on the tax management.
Abstract:The Effect of Investment and Minimum Wage on Employment of Small Industry in Gowa Regency. This study aims to determine the effect of investment and minimum wages on the absorption of small industrial workers in Gowa Regency…
ency in the 2016-2020 period. The type of research used in this study is descriptive quantitative. The data used is secondary data obtained in ready-made form from the Department of Industry and Trade (DISPERINDAG) and the Department of Manpower and Transmigration (DISNAKERTRANS) during 2016-2020. The data analysis technique in this study is multiple regression analysis using SPSS. Based on the results of multiple regression analysis, it can be concluded that investment has a positive and significant effect on employment in the industrial sector and the minimum wage has a positive and insignificant effect on employment.
Abstract:This study aims to determine the effect of motivation and work environment on employee performance at the Department of Trade and Industry of Gowa Regency. The population in this study were all employees at the Department…
t of Trade and Industry of Gowa Regency, totaling 40 people. The number of samples used is the entire population because there are less than 100 people, namely the type of saturated cover, with this type of quantitative research. The data used are primary data and secondary data obtained using a questionnaire distribution technique.The results of the research after being processed with SPSS. 21 Based on the results of the research it shows that motivation (X1) has a positive and significant effect on employee performance. work environment (X2) has an effect on employee performance, and in terms of positive influence it also has a significant impact. And together motivation and work environment affect employee performance.
Abstract:This study aims to determine the effect of motivation on employee performance at the Department of Trade and Industry of Gowa Regency. The population in this study were all employees at the Department of Trade and Industry…
ry of Gowa Regency, totaling 40 people. The number of samples used is the entire population because there are less than 100 people, namely the type of saturated cover, with this type of quantitative research. The data used are primary data and secondary data obtained using a questionnaire distribution technique. The results of the research after being processed with SPSS.21 Based on the results of the research it shows that motivation (X) has a coefficient value of 0.841 and t_count > t_table (3.385 > 2.026) and the value of Sig. of 0.002 <0.05, which means that motivation has a positive and significant effect on employee performance.
Abstract:This study aims to determine the potential for bankruptcy experienced by industrial companies in the cigarette sub-sector in 2017-2021. This type of research uses descriptive quantitative with a population of issuers in…
the cigarette sub-sector during 2017-2021. Sampling using purposive sampling method to get 4 companies. Data collection was carried out using documentation techniques. Data analysis techniques using the First Altman Z-Score. The results showed that in the last five years the potential for bankruptcy in cigarette sub-sector companies was low because there was only one company that had the potential to go bankrupt, namely PT. Bentoel Internasional Investama Tbk. The company is in a vulnerable precautionary zone for bankruptcy during 2018-2019 and there are indications that the company is experiencing financial difficulties in 2020. The company PT. Gudang Garam Tbk, PT. Hanjaya Mandala Sampoerna, PT. Wismilak Inti Makmur Tbk, has no potential for bankruptcy.
Abstract:Program internship ini bertujuan untuk menganalisis dan mengimplementasikan strategi digital marketing melalui content creation, graphic design, video marketing, dan penulisan artikel berbasis Search Engine Optimization…
(SEO) dalam meningkatkan brand awareness di PT Mitra Teknindo Sejati dan Agency Publishjurnalofficial. Kegiatan internship dilaksanakan selama tiga bulan di PT Mitra Teknindo Sejati dan dilanjutkan secara hybrid di Publishjurnalofficial dengan posisi sebagai Digital Marketing Intern. Metode pelaksanaan internship dilakukan melalui keterlibatan langsung dalam pembuatan konten media sosial, desain grafis untuk kebutuhan branding, produksi video promosi dan office life, serta penulisan artikel SEO berdasarkan riset kata kunci menggunakan tools digital marketing. Selain itu, penulis juga berpartisipasi dalam kegiatan operasional pendukung seperti meeting evaluasi, kunjungan warehouse, serta event pameran industri. Hasil dari kegiatan internship menunjukkan bahwa penerapan strategi digital marketing berbasis konten kreatif dan optimasi SEO mampu memberikan dampak positif terhadap peningkatan brand awareness perusahaan. Hal ini dibuktikan melalui terciptanya lebih dari 30 konten digital di PT Mitra Teknindo Sejati dan lebih dari 140 konten desain di Publishjurnalofficial, peningkatan followers media sosial, serta publikasi artikel SEO yang berhasil masuk halaman pertama Google Search Engine Results Page (SERP) dan Ringkasan AI Google. Selain memberikan kontribusi nyata bagi perusahaan, internship ini juga meningkatkan kompetensi hard skill dan soft skill penulis di bidang digital marketing. Dengan demikian, program internship ini menjadi sarana efektif dalam mengintegrasikan teori manajemen dengan praktik kerja nyata di dunia industri.