research
- Forensic Detection and Mitigation of Architectural Backdoors in Deep Learning Models
Framework for detecting and removing architectural backdoors (ABs) in deep learning models—malicious logic in model code rather than weights—without requiring source code. Official publication coming soon.
- Using Lightweight CNNs (U-Net Arch) for Brain Tumor Detection
Lightweight CNN-based system using U-Net-inspired architecture for plug-and-play brain tumor detection from MRI scans, designed for hospital deployment.