Investors face unique challenges with cryptocurrencies due to heightened volatility, regulatory uncertainty, and technological risks. Historical financial crises provide valuable lessons for developing effective risk assessment models. By integrating quantitative analysis, cybersecurity measures, and public sentiment awareness, investors can better navigate the complexities of the cryptocurrency landscape.