Definition ∞ Automated attacks are malicious actions executed by scripts or software programs without direct human intervention. These attacks exploit vulnerabilities in digital asset systems, blockchain networks, or decentralized applications through pre-programmed logic, often at high speed and scale. Examples include flash loan manipulations, arbitrage exploits, or denial-of-service attempts coordinated by bots. Their automated nature allows for rapid exploitation of market inefficiencies or smart contract flaws, posing significant threats to system integrity and user funds.
Context ∞ The landscape of automated attacks in crypto is constantly shifting, with attackers continuously refining their techniques to bypass existing security measures. A significant discussion point involves the arms race between attackers utilizing sophisticated bots and defenders deploying advanced detection and prevention systems. Future advancements in artificial intelligence and machine learning will likely play a dual role, both in generating more potent automated threats and in developing more resilient defenses.
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