Home Ministry Strengthens Internal Security with AI: Predictive Policing, Dark Web Monitoring, and Mule Account Mitigation

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Home Ministry Strengthens Internal Security with AI: Predictive Policing, Dark Web Monitoring, and Mule Account Mitigation

The Ministry of Home Affairs (MHA) is actively integrating artificial intelligence (AI) into its internal security framework, as highlighted in a recent report by the Parliamentary Standing Committee on Communications and Information Technology. This initiative aims to bolster India’s security architecture through advanced technologies such as real-time surveillance, predictive policing, and behavioral analysis. The report, presented in the Lok Sabha, underscores AI’s role as a “critical enabler” in enhancing operational efficiency across various law enforcement and security agencies.

Enhancing Operational Capabilities

The MHA’s report, titled ‘Impact of Emergence of Artificial Intelligence and Related Issues’, emphasizes the need for AI to improve decision-making processes within police forces, paramilitary units, and other governmental agencies. By leveraging AI, the MHA aims to facilitate quicker and more informed responses to security challenges. Chaired by BJP MP Nishikant Dubey, the 31-member committee includes representatives from various political parties, reflecting a broad consensus on the importance of AI in national security.

Modernizing Cybercrime Reporting

One of the key initiatives outlined in the report is the modernization of cybercrime reporting through the Indian Cyber Crime Coordination Centre (I4C). The I4C plans to implement an AI-assisted complaint registration system for its 1930 helpline. This system aims to streamline the complaint process, making it more user-friendly and efficient. The AI system will support multiple regional languages, ensuring accessibility for a diverse population.

In collaboration with IIT Bombay, the I4C is also exploring the use of AI to assign ‘suspect scores’ to mule accounts by analyzing behavioral and transactional patterns. This initiative is part of a broader strategy to enhance financial security. The I4C is working with the Reserve Bank Innovation Hub (RBIH) to develop a real-time suspect scoring model for financial transactions. This model will empower banks to proactively identify and mitigate fraudulent activities, thereby acting as a robust layer of defense against financial crimes.

Proactive Monitoring Tools

The report highlights the development of an AI-based tool by the Centre for Development of Advanced Computing (CDAC) in Mumbai. This tool is currently utilized to screen and verify Child Sexual Exploitative and Abuse Material (CSEAM) before it is forwarded to relevant agencies. The AI model is under continuous refinement, with plans to extend its capabilities to crawl the open web for proactive identification of CSEAM content.

Furthermore, the I4C employs AI technologies to monitor the dark web, scam websites, and fraud networks. This surveillance is crucial for tracking cybercrime discussions, phishing campaigns, and suspicious financial transactions, thereby enhancing the overall security landscape.

Mule Account Mitigation

The report also discusses the ongoing development of the ‘mule hunter application’, an AI/ML-based solution aimed at identifying and mitigating risks associated with mule accounts. A draft Memorandum of Understanding (MoU) is in progress between RBIH and I4C to improve the efficiency of this application. The Mulehunter.ai model will enhance fraud detection capabilities across banking systems, integrating with I4C’s NCRP-CFCFRMS/Suspect Registry for more effective cyber financial fraud mitigation.

Surakshini Initiative

Under the proposed Surakshini initiative, a dedicated Mitigation Centre will be established to streamline the removal of harmful content online. The Online Cybercrime against Women and Children (OCWC) team, part of the I4C, is currently responsible for identifying complaints related to CSEAM and Non-Consensual Intimate Imagery (NCII) through the National Cybercrime Reporting Portal.

The OCWC team collaborates with Social Media Intermediaries (SMIs) via the SAHYOG platform to facilitate the takedown of harmful content. The Surakshini initiative aims to create a comprehensive hashbank for CSEAM and NCII content, allowing SMIs to proactively prevent the upload of such material through automated hash-matching techniques. This shift from an active takedown approach to a preventive content moderation model is expected to significantly enhance online safety.

Forensic Advancements

The report also notes that forensic departments under the MHA are equipped with advanced technologies, including the Video Spectral Comparator, Projectina, and digital stereomicroscopes. These tools, combined with trained personnel, are essential for effective digital and cybercrime investigations. However, the application of AI in document forgery examination remains in its nascent stages, requiring further validation before operational deployment.

Future Directions in Immigration

While the Bureau of Immigration (BoI) is not currently utilizing AI in its processes, the upcoming Immigration, Visa Foreigners Registration and Tracking (IVFRT) Version 3.0, set to commence on April 1, 2026, aims to transform India’s immigration and traveler management ecosystem. This initiative will leverage emerging technologies such as AI and machine learning for intelligent traveler profiling, alongside exploring blockchain technology to enhance the authenticity and security of digital records.

The integration of AI into India’s internal security framework represents a significant step forward in addressing contemporary challenges in law enforcement and cybercrime. As these initiatives unfold, they will likely reshape the landscape of security operations in the country.

Source: indianexpress.com

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