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:The Executive Housekeeper is a member of management responsible for ensuring comfort both in guest rooms and for all staff under their command, namely Room Attendants and Public Area staff as this directly impacts staff…
performance. However, the ideal conditions expected at the Novotel Manado Golf Resort and Convention Center do not always materialize; staff performance sometimes declines, and this is believed to stem from leadership failing to provide adequate support for their subordinates’ work. The purpose of this study is to analyze the role of the executive housekeeper in improving the performance of housekeeping employees at the Novotel Manado Golf Resort and Convention Center. The research method employed by the researcher is qualitative field research, as the data obtained consists of descriptive accounts. Data collection was conducted through interviews with 9 staff members in the housekeeping department. The collected data was then analyzed using qualitative analysis.
Abstract:This study investigates the forms and functions of illocutionary acts in the film Norah (2023) using a qualitative descriptive approach. The research problem centers on how dialogic interactions and rural Saudi socio-cultural…
tural contexts shape the distribution of illocutionary types. Data were collected via observation and note-taking, then classified according to Searle’s five categories (assertive, directive, commissive, expressive, declarative) and analyzed through three stages: data collection, analysis, and presentation. The findings reveal that illocutionary speech acts in the film Norah are dominated by directives in the form of commands, prohibitions, and invitations, which highlight the speaker’s role in controlling actions. In addition, expressive and commissive acts appear in the form of advice, requests, and polite expressions that function to maintain harmony and interpersonal closeness. Overall, the use of illocutionary acts in the film reflects social relations and the dynamics of everyday interaction in rural Arab society.
Abstract:This study highlights the urgent need to instill an understanding of religious moderation among church congregations in Indonesia’s pluralistic society, as a means to reduce religious tensions and extremism. Although the…
he Indonesian government has promoted the concept of religious moderation, its implementation within church communities remains underexplored. This research aims to identify effective strategies for fostering a moderate and inclusive understanding of religious moderation within Indonesian church congregations. A qualitative methodology was employed using a literature review approach based on relevant scholarly sources. Findings indicate that foundational strategies involve strengthening theological understanding of religious moderation from a Christian perspective, emphasizing core teachings such as love as the greatest commandment, Christian hospitality as practical application, and the theological principle of mutual acceptance (Romans 15:7). Furthermore, the study underscores the vital role of churches in this process through inclusive religious education, improved moderate religious literacy, responsible use of social media, engagement in interfaith dialogue, and systematic training programs. Cultivating a moderate and inclusive attitude requires nurturing humility, reinforcing national commitment in line with Pancasila, embracing diversity, rejecting extremism, and actualizing these values in daily life. To overcome challenges, the study recommends effective socialization, enhanced religious literacy, wise media engagement, collaboration with various stakeholders, exemplary leadership, and continuous program evaluation. The study concludes that religious moderation is an essential contribution of the church to national unity, conflict prevention, the upholding of national values, interfaith harmony, and the strengthening of national identity.
Abstract:Clean and healthy community that must be practiced continuously so that it becomes a habitual pattern. Living a clean and healthy lifestyle must be done wherever we are. Moreover, nowadays, children living behavior (PHBS)…
) is an action or activity carried out by a person or are lazy about maintaining cleanliness, for example washing their hands before eating, brushing their teeth before sleeping and so on. Children have more potential to imitate adult behavior, rather than carrying out commands (voices) or instructions from adults. Adults must practice clean and healthy living behavior continuously (consistent) and correctly, both at home and outside the home. That way, children will have a pattern of clean and healthy living behavior that will be practiced throughout their lives. The problem with students at SDN 106168 is that there are still students who snack randomly, throw rubbish out of place, during breaks students play under the hot sun so they sweat and smell like sweat, and they don't wash their hands after playing or doing activities outside the classroom. Thus, we as proponents want to provide socialization activities on the benefits and disadvantages of clean and healthy living behavior efforts. It is hoped that this activity can provide benefits for students in increasing their enthusiasm for learning.
Abstract:Evangelism is a command that comes directly from the mouth of Jesus Christ. The command to evangelize Matthew 28:19-20 was implemented by the Apostles in all places, both villages and cities. This is motivated by the command…
mand itself "all nations" meaning anyone, anywhere, and at any time. In general, the definition of an urban area is a residential area that includes a main city and is supported by peripheral areas that support the main city. Urban areas are also more complex areas than rural areas. Financial turnover in the economy is very fast. Generally the population has sufficient education. A more comprehensive way of thinking and unique characteristics due to busy work, even seem selfish and indifferent. All of this shows the need for the church to carry out its own strategic management in carrying out urban evangelism. Researchers used qualitative methods based on library research. Data that already exists will be lifted and become the wealth of this writing. The aim of this writing is to add to the richness of existing writings. Furthermore, it can be applied according to the needs and demands of urban evangelism.
Abstract:This paper explores the importance of church leadership strategies in evangelism management and soul-winning, focusing on the application of Biblical principles and practical strategies within the context of personal evangelism.…
ngelism. Based on Jesus command in Matthew 28:19-20, evangelism is a primary task of the church to make all nations His disciples. Evangelism should involve all church members, not just leaders, with appropriate and effective approaches. Both general and personal evangelism methods have their respective advantages and disadvantages and should be carried out with careful planning and clear objectives. This study emphasizes the importance of patience, empathy, and prayer in the evangelism process, as exemplified by Jesus Christ and church leaders. Through the author’s personal experience of successfully baptizing family members after years of evangelism, it is evident that evangelism requires deep personal relationships, as well as consistent patience and commitment. Additionally, the involvement of the Holy Spirit is crucial for guiding and transforming human hearts, making it a key factor in successful evangelism. By implementing strategies based on personal relationships, patience, and prayer, the church can more effectively fulfill Christ’s calling and achieve sustainable spiritual growth and salvation.
Abstract:Jesus Christ has finished carrying out the task of saving on the hill of Golgotha. Jesus rose on the third day and was still with His disciples for some time. This togetherness consists of repeating and re-consolidating…
things related to the salvation that He has provided during his ministry. At the same time, Jesus also gave a command recorded by the writers of Matthew and Mark. The commandment told His disciples to go preach the Gospel to all nations and creatures. Now it was the disciples' job to go ahead and carry out the command. Jesus provided a service concept in the form of an evangelism strategy that could be accepted by the local community. This journal writing is focused on contextual evangelism through the health sector and counseling. This concept needs to be worked out with the wisdom of heaven through the guidance of the Holy Spirit. Seeing the diverse geography, contextual services through Health use a mobile clinic system. The writing of this journal will discuss it in more depth so that it can be understood by every reader and can be applied in every place where evangelism is carried out.
Abstract:Local wisdom refers to the cultural values and norms that regulate people's daily lives. These values and norms, which are ingrained and considered correct, guide the behavior of the local community. God's servants are…
rvants are individuals chosen and appointed by God to serve His people. Willingness to serve, loyalty in carrying out service, and no discrimination in serving others are manifestations of the commitment and motivation that exist within the servant. The aim of this research is to provide an overview of local wisdom related to commitment to love and devotion to God. To achieve this goal, a qualitative descriptive approach was used, which includes describing a commitment to love God, understanding God's work throughout history, and exploring its practical applications. The research methodology includes a thorough review of relevant literature and Biblical texts to gather comprehensive information. The findings of this research reveal that commitment to God is a fundamental aspect of local wisdom. By continuing to obey His commandments, Christians can protect themselves from the effects of their current circumstances. Therefore, the findings of this research emphasize the need for unwavering faith and obedience in upholding our devotion as a community in worship.
Abstract:Abstract: Nowadays, almost all of them use a dispenser, because of its practicality. But behind that there are several things that make the dispenser less efficient when taking drinking water from the glass, because the…
user has to press or turn the water tap in the dispenser. The working system of this tool is where the machine will run according to the commands obtained from the laser diode and the LDR sensor, the laser diode will reflect light that leads to the LDR. when the light reflected by the laser diode to the LDR is cut, it can be interpreted that the LDR and the laser diode detect or read the presence of an object in the form of a glass, automatically the two sensors instruct the controller to activate the water pump and the water pump will work to remove the water which will be filled in the glass that is placed in the dispenser with the volume of the glass used, the filling process and the end of filling will be displayed by the LCD and when filling the water the glass is full there will be a warning from the buzzer in the form of a sound. Users no longer need to press or turn the water tap when taking water from the dispenser using a glass.
Keywords: Dispensers;LDR Sensor;Diode Laser and Tools
Abstrak: Pada saat ini masyarakat sekarang sudah hampir semuanya menggunakan dispenser, karena kepraktisan. Namun dibalik itu semua ada beberapa hal yang membuat dispenser kurang efisien saat mengambil air minum pada gelas, karena pengguna harus menekan atau memutar keran air yang ada pada dispenser. Sistem kerja dari alat ini ialah dimana mesin akan berjalan sesuai dengan perintah yang didapat dari Dioda laser dan sensor LDR, Dioda laser akan memantulkan cahaya yang mengarah pada LDR, pada saat cahaya yang dipantulkan Dioda laser ke LDR terpotong maka dapat diartikan LDR dan Dioda laser mendeteksi atau membaca adanya benda berupa gelas, secara otomatis kedua sensor tersebut memerintahkan controller mengaktifkan pompa air dan pompa air akan bekerja mengeluarkan air yang akan diisikan pada gelas yang diletakkan pada dispenser dengan volume gelas yang digunakan, proses pengisian dan akhir pengisian akan ditampilkan oleh LCD dan saat pengisian air pada gelas penuh akan ada peringatan dari buzzer berupa bunyi. Pengguna tidak perlu lagi menekan atau memutar keran air saat mengambil air pada dispenser menggunakan gelas.
Kata Kunci : Dispenser;Sensor LDR;Dioda Laser dan Alat