Signature-based detection is a method used to identify and filter malicious emails based on specific patterns or signatures. These signatures are predefined and can include various characteristics such as subject lines, sender addresses, and specific keywords. This technique is commonly used by spam filters and antivirus software to protect users from phishing attempts, malware, and other types of malicious activities.