Core Insights - The article discusses the evolving landscape of digital asset security, highlighting the emergence of state-sponsored hacking groups, particularly North Korea's Lazarus Group, which has stolen over $6 billion in cryptocurrency since 2017, with $2 billion taken in 2025 alone [2][11] - It emphasizes the need for a paradigm shift in security measures, moving from traditional static defenses to AI-driven dynamic and proactive strategies to combat advanced persistent threats (APTs) in the digital asset space [4][10] Group 1: Evolving Threat Landscape - The digital asset security environment has fundamentally changed, with threats now involving state-sponsored professional hacker organizations rather than just individual criminal groups [2][3] - The Lazarus Group's activities are strategically aimed at funding North Korea's military programs, particularly nuclear weapons and missile development [2] - The characteristics of APTs in the digital asset realm include direct financial stakes, short attack chains, and highly customized attack methods targeting high-net-worth individuals and corporate executives [3] Group 2: AI-Driven Security Transformation - AI and intelligent agent technologies are essential for evolving security paradigms, as they align well with the transparent and data-rich nature of the digital asset world [4][5] - The shift from rule-based to behavior-driven defenses allows for the detection of previously unseen and highly disguised attack methods [4] - AI's ability to analyze vast amounts of on-chain data enables proactive threat prediction and real-time monitoring, crucial for countering state-level APTs [5][9] Group 3: Implementation of Intelligent Defense Systems - The concept of a "smart agent army" is introduced, where AI technologies create a multi-layered defense system for digital assets [6][8] - On a personal level, AI agents act as "digital bodyguards," monitoring wallet activities and intervening in real-time during suspicious transactions [7] - At the enterprise level, AI systems function as risk control officers, analyzing transaction patterns and freezing suspicious accounts before money laundering occurs [7] Group 4: Future of Digital Asset Security - The future security framework will rely on a collaborative ecosystem of multiple intelligent agents, enhancing the overall security capabilities [8] - The "on-chain firewall" concept is proposed, which utilizes AI for proactive defense, real-time monitoring, and rapid response to threats [9][10] - This AI-driven firewall represents a shift from passive vulnerability management to active risk intervention, establishing a comprehensive security lifecycle for digital assets [10]