Key red flags include anonymous teams, fake endorsements, vague or plagiarized whitepapers, unrealistic project roadmaps, unverified smart contract code, lack of community or developer engagement, suspicious tokenomics, and the absence of a reputable security audit. Identifying these warning signs can help you avoid fraudulent projects.