Malformed JSON input poses challenges when integrating external data sources. Anticipate issues like empty strings, partial data, and non-standard formats. Use defensive coding techniques, preprocessing, and validation to handle these cases effectively. Implement functions for safe parsing and input sanitization to ensure robust data processing.