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Corruption committed by the leader of an independent state oversight institution represents a paradox that fundamentally undermines the legitimacy of government governance. This study examines the case of Hery Susanto, Chairman of the Ombudsman of the Republic of Indonesia, who was designated as a corruption suspect by the Attorney General's Office on April 16, 2026—merely six days after his inauguration—in connection with alleged bribery of Rp1.5 billion from PT Toshida Sulawesi Hijau Indonesia involving the management of Non-Tax State Revenue (PNBP) in the nickel mining sector for the period 2013–2025. This study aims to analyze the manifestation of the three elements of the Fraud Triangle—pressure, opportunity, and rationalization—within this case, and to formulate systemic implications for corruption prevention in independent state institutions. Employing a normative-empirical legal research approach with a case study method, data were collected through documentation and qualitative content analysis of legal documents, official press releases from the Attorney General's Office, and verified media reports. The findings reveal that pressure stemmed from financial motivation and career ambition; opportunity arose from weak internal oversight mechanisms, the perpetrator's strategic position, and regulatory gaps in Law Number 37 of 2008; while rationalization manifested through cognitive justification that framed the receipt of compensation as a reasonable reward for services rendered. This study contributes to the literature on forensic accounting and corruption criminology, while recommending the establishment of an independent Ombudsman Supervisory Board and the strengthening of a digital-based early detection system.

The fishermen's community in Tapak Village, Tugurejo Subdistrict, Semarang faces persistent economic vulnerability driven by fluctuating income, low financial literacy, and exposure to illegal online lending and digital financial fraud. This community service program aimed to strengthen the economic resilience of fishermen's families through participatory financial literacy education. Using a participatory-interactive approach involving coastal community members, the program delivered comprehensive financial literacy training tailored to the needs of coastal communities. Program effectiveness was measured through pre-test and post-test instruments. Results showed significant improvements in participants' understanding of cash flow recording, ability to differentiate needs from wants, household budget planning, and capacity to identify illegal online lending characteristics. This program confirms that context-based participatory education is effective in enhancing the financial capacity and resilience of coastal communities.

Kecurangan (fraud) di sektor perbankan daerah merupakan ancaman serius yang dapat merugikan keuangan negara dan menurunkan kepercayaan publik. Penelitian ini bertujuan menganalisis kasus korupsi pengadaan iklan pada Bank Pembangunan Daerah Jawa Barat dan Banten (Bank BJB) menggunakan pendekatan Fraud Triangle Theory yang mencakup tiga elemen utama: tekanan (pressure), kesempatan (opportunity), dan rasionalisasi (rationalization). Metode yang digunakan adalah pendekatan kualitatif dengan studi kasus, didukung oleh studi literatur dari berbagai sumber ilmiah yang relevan. Hasil analisis menunjukkan bahwa kasus Bank BJB mencerminkan interaksi ketiga elemen Fraud Triangle secara simultan. Tekanan bersumber dari kebutuhan dana non-budgeter yang besar dalam pengelolaan anggaran promosi senilai Rp409 miliar. Kesempatan muncul akibat lemahnya sistem pengendalian internal, tidak adanya verifikasi dokumen yang memadai, serta penyimpangan dalam proses pengadaan. Rasionalisasi terbentuk melalui persepsi pelaku bahwa praktik tersebut merupakan hal yang lazim dalam lingkungan birokrasi dan korporasi. Penelitian ini berkontribusi pada pengembangan pemahaman teoritis dan praktis terkait pencegahan fraud di lembaga keuangan daerah Indonesia, khususnya melalui penguatan tata kelola perusahaan dan sistem pengawasan internal.

The advancement of technology and information, which coincides with digitalization alongside the development of Artificial Intelligence (AI), has colored human social life around the world. Currently, cadets of the Naval Academy often use gadgets/digital tools to access information or other media. With this, there are emerging threats that are very dangerous for individuals and the state. An currently prevalent case is Cyber Crime Identity Theft. Cyber crime identity theft refers to the crime of stealing someone's personal information online for the purpose of fraud or financial gain by stealing personal data such as names, identity numbers, and financial information, to carry out illegal transactions or obtain illegal benefits, which can lead to financial loss and damage the victim's reputation. Indonesia still has a very high number of cases of cyber crime identity theft, but it should be preventable by fostering. the cyber security awareness of cadets at the Naval Academy of the Indonesian National Armed Forces. The conclusion of this research is that by strengthening modern technological infrastructure, both equipment and administrative services, developing modern software and hardware with strong security systems, and tightening regulations regarding access to users' personal data in cyber services, supported by strengthening cyber security institutions, it can enhance the cyber security awareness of cadets at the Naval Academy of the Indonesian National Armed Forces.

The purpose of this community service activity was to improve the financial accountability of cooperatives by developing a PERSUS on the KPUD Kieskendo in Panunggalan Village, Pulokulon District, Grobogan Regency. The activity was conducted through a workshop and mentoring session involving the cooperative's management and supervisory board. It began with a presentation on the importance of financial accountability, good cooperative governance, and the implementation of SAK EP. The identification results indicated that the cooperative lacked a written accounting policy for internal oversight, financial reporting, and transaction recording. Next, the community service team drafted a PERSUS, which regulates financial reporting, cash and bank management, loan receivables, the formation of CKPN, internal supervision, related party transactions, and fraud prevention. To align the policy with the cooperative's operational needs, discussions on the draft were conducted through participatory, article-by-article discussions. The results of the activity indicated that the management and supervisory board had a better understanding of the benefits of accounting policies for increasing transparency and accountability in cooperative management. It is hoped that the PERSUS will serve as an official guideline for creating more professional, transparent, and sustainable cooperative governance.

Modern food supply chains, particularly those involving essential commodities like rice, often suffer from major challenges such as product fraud, inefficient record-keeping, and a lack of consumer trust. Traditional centralized systems are prone to data tampering, limited transparency, and poor traceability, making it difficult to verify the authenticity and origin of goods. To address these issues, our research introduces TraceRoot, a blockchain-based traceability framework designed to enhance transparency, accountability, and trust in agricultural supply chains.TraceRoot leverages the immutability and decentralization of blockchain technology to maintain a secure, distributed ledger that records every transaction and movement of goods across the supply chain. Each stakeholder including farmers, distributors, retailers, and consumers has role-based access to authenticated data through a user-friendly interface. The framework integrates smart contracts to automate transactions and digital signatures to verify the integrity of the data being uploaded, minimizing the risk of human error or manipulation

The development of Artificial Intelligence (AI) technology has created various digital innovations, but it has also generated new forms of crime through the misuse of deepfake technology. This study aims to analyze the legal liability of social media platforms for the dissemination of AI-based deepfake content and the forms of legal protection for victims of digital fraud, particularly elderly groups, in the case of the “magical money ritual” scam using the identity of Ujang Busthomi. This research employs normative legal research methods using statutory and case approaches. The results show that perpetrators of deepfake fraud can be held criminally liable under Article 28 paragraph (1) in conjunction with Article 45A paragraph (1) of the Electronic Information and Transactions Law and Article 378 of the Indonesian Criminal Code concerning fraud. In addition, social media platforms as Electronic System Providers also bear preventive and repressive responsibilities under the ITE Law, Government Regulation on Electronic Systems and Transactions, and the Personal Data Protection Law to prevent the spread of illegal content. Legal protection for victims is carried out through criminal law enforcement, personal data protection, restitution mechanisms, and the enhancement of digital literacy in society.

The rapid growth of e-commerce among university students has provided greater convenience in conducting digital transactions. However, it has also created various challenges, including online fraud, discrepancies between advertised and delivered products, delayed shipments, and limited understanding of consumer rights and dispute resolution mechanisms. This community service program aimed to enhance legal literacy and increase students’ awareness of consumer protection in electronic transactions, particularly within the Faculty of Teacher Training and Education (FKIP) of Yapis University Papua. The program employed an educational-participatory approach through counseling sessions, interactive discussions, case simulations, and participant comprehension evaluations. The materials covered consumer rights and obligations, common violations in electronic transactions, complaint procedures on e-commerce platforms, and non-litigation dispute resolution mechanisms. The results demonstrated a significant improvement in students’ understanding of consumer protection laws, their ability to identify violations of consumer rights, and their knowledge of appropriate actions when disputes arise in online shopping transactions. Furthermore, participants showed strong engagement throughout the activities and were able to apply their knowledge effectively during case simulations. The program contributed to the development of more critical, informed, responsible, and legally aware digital consumers who are better prepared to engage safely and confidently in e-commerce activities.

This research is motivated by the problems in manual attendance systems at schools, which remain vulnerable to fraud, time-consuming, and inefficient. The expected solution is to develop an automated attendance system based on face recognition that can operate in realtime with high accuracy. The research object is vocational high school students, with the applied method implementing the YOLO v10 algorithm for face detection, followed by the face_recognition library for identification. The instruments used include an Imou CCTV camera as the input device, a mid-range laptop as the hardware platform, and Python with SQLite as the software environment for data processing and attendance storage. The results show that the developed system achieved an average face detection accuracy of 96% under normal lighting and 91% under low lighting, with an average processing speed of 27 FPS. The implementation of an anti-duplication feature also ensured data validity by allowing each student to be recorded only once per day. In conclusion, the use of YOLO v10 in face-based attendance proved to be effective, efficient, and capable of reducing fraud. The implication of this study is that the system can be applied in both Islamic boarding schools and general schools as a modernization of attendance systems, with a recommendation for further development through web-based application and cloud database integration.

This study aims to analyze the Cambodian government's efforts to address human trafficking from a human security perspective. It employs a qualitative descriptive approach, utilizing secondary data from relevant journals, reports, and academic publications. The findings indicate that human trafficking in Cambodia has evolved into a hub for digital-based fraud linked to transnational cybercrime networks. Victims face not only labor exploitation but are also coerced into participating in online fraudulent activities, such as romance scams. This surge in human trafficking is driven by weak law enforcement, high levels of corruption, low public digital literacy, and the rapid expansion of the online gambling industry and special economic zones, which serve as operational bases for criminal activities. The Cambodian government has implemented various measures regarding prevention, protection, and law enforcement through regulations, international cooperation, victim rescue operations, and anti-fraud campaigns. However, the effectiveness of these policies remains limited due to the state's constrained capacity and the ability of criminal networks to continuously adapt to advancements in digital technology. The study concludes that addressing human trafficking in Cambodia requires strengthened governance, more intensive international cooperation, and improved public digital literacy.

Legal disputes involving simultaneous criminal and civil dimensions often raise complex juridical issues, particularly in the context of business transactions. One relevant concept to address this issue is the prejudiciel geschill, a doctrine originating from Dutch law that regulates pre-judicial disputes as a condition for the suspension of criminal proceedings. This study aims to analyze the dispute resolution mechanism of prejudiciel geschill in criminal fraud cases and breach of contract, as well as to examine the judges' considerations in Civil Decision Number 1075/Pdt.G/2019/PN Sby and Criminal Decision Number 2482/Pid.B/2020/PN Sby. The research method used is normative juridical with a statutory and case approach. The results indicate that the application of prejudiciel geschill in both decisions reflects the interplay between civil and criminal judgments in the Indonesian judicial system. The Panel of Judges of the Surabaya District Court applied Supreme Court Regulation Number 1 of 1956 and SEMA Number 4 of 1980 as the basis for suspending criminal proceedings pending the final civil court decision. The study concludes that the concept of prejudiciel geschill plays a strategic role in preventing jurisdictional overlaps and ensuring legal certainty. A more comprehensive statutory regulation within national criminal procedural law is needed to accommodate the consistent application of this principle.

Tax administrations are undergoing a fundamental transition from conventional audit practices based on manual inspection and limited sampling toward data-driven supervision supported by big data analytics, artificial intelligence, and digital transaction infrastructures. However, developing economies, particularly in Southeast Asia, continue to face structural constraints such as fragmented legacy systems, informal economic activities, uneven digital literacy, corruption risks, weak data interoperability, and evolving privacy regulations. This study aims to develop a contextual framework for detecting potential tax-reporting fraud by integrating big data tax analytics, localized machine learning, explainable artificial intelligence, blockchain-enabled value-added tax data integrity, and socio-organizational governance. The study adopts a mixed-method sequential explanatory approach combined with Design Science Research. The methodological design integrates policy and institutional analysis, machine learning model design, and socio-organizational validation using secondary literature, Southeast Asian case studies, regulatory review, and simulated data architecture. The main contribution of this study is the Contextual Tax Analytics with AI and Blockchain Framework, or C-TAX-AIB Framework, consisting of three interrelated layers: Data Layer, Analytics Layer, and Governance and Human Layer. The Data Layer proposes a hybrid blockchain architecture for e-Faktur and value-added tax reporting integrity; the Analytics Layer introduces localized machine learning and explainable AI to support transparent risk scoring and anomaly detection; and the Governance and Human Layer embeds privacy protection, taxpayer digital literacy, auditor readiness, and trust-building mechanisms. The framework advances prior studies by moving beyond algorithmic fraud detection toward an integrated governance model suitable for developing economies. The study provides theoretical implications for public finance analytics and practical guidance for ASEAN tax administrations in designing accountable, explainable, and context-sensitive digital tax systems.

In the field of education, cheating remains a critical issue of academic dishonesty. This phenomenon does not merely affect students' grades but also obstructs the development of core character values, including integrity, responsibility, and independence in the pursuit of knowledge. This article aims to analyze the factors influencing cheating behavior and evaluate various forms of intervention from the perspective of early detection of problematic behavior. This study employs a literature review method, examining 20 relevant scientific articles published between 2021 and 2026. The findings reveal that cheating behavior is influenced by internal factors such as self-efficacy, self-control, self-confidence, religiosity, and self-esteem as well as external factors, including peer conformity, parental pressure, the learning environment, and evaluation systems. Effective interventions include group counseling services, classical guidance, modifications to evaluation systems, and the utilization of Artificial Intelligence-based technology to detect potential academic fraud. Consequently, efforts to prevent cheating behavior require a multidimensional approach involving students, teachers, parents, and school policies to cultivate an academic culture of integrity.

Penelitian ini menguji indikasi kecurangan pelaporan keuangan pada entitas Badan Usaha Milik Negara (BUMN) yang terdaftar di Bursa Efek Indonesia (BEI) selama periode 2022-2024 dengan mengadopsi kerangka Fraud Heptagon. Target keuangan, frekuensi rapat komite audit, opini audit, masa jabatan serta rangkap jabatan direktur utama, pelatihan tata kelola perusahaan yang baik (GCG), dan remunerasi dewan direksi digunakan sebagai proksi variabel penelitian. Melalui pendekatan kuantitatif asosiatif terhadap 45 sampel observasi dengan analisis regresi logistik, hasil empiris merepresentasikan bahwa seluruh variabel independen tersebut tidak memengaruhi kecurangan pelaporan keuangan. Temuan ini mengindikasikan adanya keterbatasan kapasitas eksplanatori model Heptagon ketika diterapkan pada konteks BUMN yang berkarakteristik kelembagaan, regulasi, dan pengelolaan publik yang spesifik. Hal ini menyebabkan hubungan kausal yang diasumsikan dalam konseptualisasi awal model tersebut tidak sepenuhnya terkonfirmasi secara empiris. Secara teoretis, hasil ini menekankan pentingnya memahami perilaku kecurangan secara kontekstual, sementara secara praktis, penelitian ini mendorong perlunya evaluasi terintegrasi antara indikator keuangan dan mekanisme tata kelola dalam upaya deteksi dini kecurangan pelaporan keuangan pada entitas negara.

This study aims to investigate the influence of audit committee characteristics—including the proportion of independent audit committee members, audit committee size, and the frequency of audit committee meetings—on the risk of financial statement fraud in companies in the real estate and infrastructure sectors listed on the Indonesia Stock Exchange from 2020 to 2024. This study is grounded in agency theory and signaling theory. The sample was selected using purposive sampling, involving 62 companies or 310 observations. Data analysis was conducted using multiple linear regression via SPSS version 27. The findings of the study indicate that, collectively, the three audit committee characteristic variables, along with the control variables, have a significant impact on financial statement fraud risk. However, when examined individually, the proportion of independent audit committee members, the size of the audit committee, and the frequency of audit committee meetings do not show an influence. Meanwhile, the profitability control variable (ROA) showed an influence on financial statement fraud risk. This study concludes that the extent to which an audit committee can prevent fraud depends not only on quantitative factors such as the number of members or meeting frequency, but is also more influenced by the quality of the audit committee members’ capabilities and commitment in carrying out their oversight duties.

This research aims to analyze the influence of accountability, transparency, and whistleblowing system on the prevention of Village Fund Fraud in Jaten Subdistrict, Karanganyar Regency. A quantitative approach was employed, untilizing primary data from 40 village officials selected throught purposive sampling. Data analysis was conducted using multiple linier regression with SPSS assistance, following validity, reliability, and classical assumption tests. The findings reveal that accountability, transparency, and whistleblowing system have a positive and significant effect on fraud prevention. The results indicate that enhancing accountability, information openness, and effective violation reporting mechanisms can strengthen efforts to prevent fraud in village Fund management.

Human Trafficking (TPPO) has undergone a significant transformation in its modus operandi alongside the massive use of information technology, giving rise to the phenomenon of cyber-recruitment within the online scam industry. This study aims to analyze the juridical construction of the criminal elements in the cyber-recruitment modus operandi based on Law Number 21 of 2007, and to evaluate the potential disharmony of norms between the TPPO regulation and the Electronic Information and Transactions Law (UU ITE) regarding the regulation of digital evidence. The research method employed is normative legal research with a statutory approach and a conceptual approach. The results indicate that, dogmatically, the elements of TPPO—comprising the process of virtual recruitment, the means of fraudulent job promises, and the purpose of digital forced labor exploitation—under Law No. 21 of 2007 remain relevant for prosecuting cyber-recruitment perpetrators, although it demands a broader legal interpretation of cyberspace realities. However, legal certainty issues were found due to the lack of synchronicity in the regulation of digital evidence, where differences in procedures and qualifications exist between electronic evidence in the TPPO Law and the evidentiary standards in the UU ITE, which are volatile in nature. The implications of this research conclude the need for regulatory synchronization through the establishment of technical guidelines for handling TPPO-specific electronic evidence to provide a solid legal foundation for law enforcement agencies. This step is crucial to overcome cross-border jurisdictional obstacles and to ensure substantive justice and comprehensive protection of victims' rights in the digital era.

Social media has become a primary means of communication for adolescents in the digital era, yet excessive use can create complex impacts on their academic, social, and psychological well-being. The positive effects include expanding cross-regional friendships, improving communication skills, strengthening social relationships, and increasing learning motivation through peer interaction and support. Conversely, the negative effects include declining academic performance due to reduced focus, neglect of responsibilities, weakened language skills caused by the dominance of informal language, a higher risk of digital crimes such as fraud and identity theft, as well as mental-health issues including anxiety, depression, social-comparison pressure, and cyberbullying. To minimize these risks, preventive efforts are needed, such as enhancing digital literacy for both adolescents and parents, promoting ethical and safe online behavior, regulating screen time, strengthening parental guidance, implementing digital-wellness policies in schools, providing counseling services, developing more youth-friendly platforms, and enforcing government regulations on online safety. This study emphasizes that the wise, safe, and productive use of social media can only be achieved through collaborative efforts involving adolescents, families, schools, communities, platform providers, and the government.

This study focuses on the elements of gharar (uncertainty), tadlis (fraud), and breach of contract in examining multiple transactions of a single land object from the standpoint of Islamic economic law. The rising frequency of disagreements over land purchases and sales brought on by the same seller engaging in overlapping transactions, unclear ownership status, and a lack of transparency has prompted this research. This study aims to investigate the effects of these activities on Indonesian positive law and Islamic economic law. This case study employed an empirical legal approach and was carried out in Grogol Village, Tulangan District, Sidoarjo Regency. Data was gathered through observation, interviews, and documentation by the buyer, seller, and local authorities. The findings indicate that due to unclear land boundaries and ownership status, the transaction contained significant elements of gharar and tadlis because the seller concealed important information about the previous transaction. Furthermore, the seller's failure to fulfill obligations stipulated in the contract constitutes a breach of contract under positive law. This study demonstrates that these practices not only violate legal regulations but also contradict the principles of Islamic economic law such as justice, transparency, and good faith. According to this study, legal awareness, administrative accuracy, and institutional oversight are vital to prevent such issues in the future.

Corruption is an extraordinary crime that significantly affects state stability, particularly when it involves civil servants (Aparatur Sipil Negara/ASN). Collective corruption reflects a structured pattern of organized crime within the bureaucratic system. This study aims to analyze the causative factors, modus operandi, and law enforcement constraints related to corruption committed collectively by civil servants. This research employs a normative legal method using conceptual and case approaches through the analysis of the Corruption Court Decision Number 25/Pid.Sus-TPK/2025/PN Mdn. The analysis is based on judicial considerations and legal facts revealed in the decision, which are examined through a criminological perspective. The results indicate that collective corruption by civil servants is influenced by internal and external factors reflected in judicial reasoning, including structural opportunities, weak supervision, and a permissive bureaucratic culture. The modus operandi involves hierarchical collaboration through budget manipulation, price mark-ups, and procurement fraud within the framework of participation (deelneming). Law enforcement constraints include aspects of legal substance, structure, and culture. Therefore, comprehensive legal policies are required through regulatory reform, institutional strengthening, and modernization of supervisory systems.