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1. Deepfake-Detection-System-for-Cybersecurity-Applications-Using-Lightweight-CNNsDeepfake-Detection-System-for-Cybersecurity-Applications-Using-Lightweight-CNNsPublic

   Deepfake video detection using MobileNet and MesoNet CNNs with LSTM for temporal feature analysis across FaceForensics++, Celeb-DF, and DFDC datasets.

   Python

2. Real-Time-Face-Liveness-DetectionReal-Time-Face-Liveness-DetectionPublic

   Real-time face liveness detection for restricted-area intrusion prevention using Haar and LBP classifiers. Published at ICCCNet-2024 (Springer LNNS).

   Python

3. Advent-of-Cyber-2025Advent-of-Cyber-2025Public

   Write-ups and notes from completing all 24 challenges of TryHackMe’s Advent of Cyber 2025, covering hands-on cybersecurity labs and real-world attack and defense techniques.

4. Cardiac-Arrhythmia-DetectionCardiac-Arrhythmia-DetectionPublic

   Deep learning–based ECG arrhythmia classification using CNN, LSTM, and CNN-BiLSTM models on the MIT-BIH dataset (98.71% accuracy). Published at I4TECH-2025 (IEEE).

   Jupyter Notebook

5. IIITH-AIMLIIITH-AIMLPublic

   My Project and Lab submissions of "Student Training for Research Internship on AI/ML" program at IIIT Hyderabad

   Jupyter Notebook

6. amrita-tifac-cys-course-repo/PG_EV2526-24CY731-DMMLamrita-tifac-cys-course-repo/PG_EV2526-24CY731-DMMLPublic

   2025-26 EVEN MTech 24CY731 DMML

   Jupyter Notebook