Background: Selective serotonin reuptake inhibitors (SSRIs) are widely prescribed antidepressants known for their efficacy and tolerability. However, their use is associated with serious safety concerns, particularly the Black Box Warning (BBW) highlighting increased risks of suicidal ideation in children, adolescents, and young adults. While these risks are well-documented, the level of awareness and preparedness among pharmacy students—future frontline healthcare providers—to counsel patients on these warnings remains unclear. Objective: This study aimed to evaluate pharmacy students’ knowledge and attitudes toward SSRIs and their associated BBW, focusing on the students' understanding of risks, contraindications, monitoring requirements, and the importance of patient education. Methods: A cross-sectional survey was conducted among 53 pharmacy students using a structured questionnaire. The instrument covered demographic information, familiarity with BBWs, knowledge-based true/false questions about SSRIs, and opinion-based statements rated on a 4-point Likert scale. Descriptive and inferential statistics were used to analyze the data using SPSS. Results: The average knowledge score was 70.8%, indicating a moderate understanding of SSRI-related safety. While 77.4% correctly identified the clinical indications of SSRIs, only 66.0% were aware of the BBW's emphasis on suicidality in young patients. Students showed high agreement (85–95%) with recommended clinical practices, such as the need for explicit risk warnings, closer monitoring, and patient counseling. Statistically significant associations were found between students’ academic backgrounds and their knowledge and attitudes. Those with health science majors or more pharmacy experience scored higher and demonstrated stronger alignment with safety practices. Conclusions: Despite general awareness, substantial gaps remain in pharmacy students’ detailed understanding of BBW content and safety monitoring related to SSRIs. These findings underscore the need to strengthen pharmacy curricula with focused education on high-risk medications and patient safety practices.