I've dealt with securities fraud cases where proving intent is the whole game—courts dig through emails and financial records to separate mistakes from lies. I found a solid overview of common defenses like lack of intent or reliance on counsel at https://natlawreview.com/article/dallas-securities-fraud-defense-potential-charges-and-defenses-cases-targeting which breaks down what attorneys look for.