Latest research in IoT Application-Specific Forensics focuses on developing tailored forensic models and frameworks to address the unique challenges presented by different IoT applications. Studies highlight application-specific investigative approaches that ensure the collection, examination, analysis, and reporting of forensically sound evidence while accounting for device heterogeneity, resource limitations, and data fragmentation. Researchers emphasize frameworks that can trace attackers, reconstruct events, and handle diverse IoT ecosystems effectively. Additionally, these works outline future directions for enhancing IoT forensics by creating specialized methodologies and tools that improve accuracy, reliability, and legal admissibility in application-specific IoT investigations.