It is a collection of Master's Dissertations submitted in fulfillment of the courses awarded by the Indian Statistical Institute in the subject areas of Statistics, Mathematics, Computer Science, Quantitative Economics, Cryptography, Library & Information Science, Statistical Quality Control and Operations Research.
Theses/Dissertations from 2025
Degraded Document Binarisation, Miriyala Ajith
Multi-party Key Establishment for Resource-Constrained Devices, Supriyo Banerjee
Secure Query on Encrypted Data by Using Fully Homomorphic Encryption, Mrinmoy Bera
Efficient SIMD based Implementation of Xoodyak, Soham Biswas
Efficient Blending of Large Language Models, Sandeep Chatterjee
Reducing Attention Complexity in Graph Transformers through Subgraph Partitioning, Ranjan Kumar Choubey
Ideal Query Expansion using Reinforcement Learning, Madhuchchhanda Das
Security Analysis of Encrypted Mempool, Prabal Das
Understanding Humorous Contradictions in Comics: A Multi-Agent Debate Approach, Suparna Das
Low Entropy Side-Channel Secure Hardware Implementations, Jhelum Dhar
zkIPV: Zero-Knowledge Proofs for Image Provenance Verification, Bibek Ghosh
TI-ulPCS: Threshold-Issuance - Un-linkable Policy Compliant Signatures, Kiran Deep Ghosh
Structural Differential Privacy in Graph Neural Networks, Bibek Giri
Turning data into guardrails-decoding financial vulnerability through behavioural signs, Debanwita Hajra
Zero Knowledge Proofs in Hybrid Environments, Rittwik Hajra
Federated Learning Using Fully Homomorphic Encryption, Sk Golam Kuddus
Cloud-assisted Multi-Channel Data Broadcasting, Debabrata Maji
Anonymous Communication in Quantum Networks, Anish Majumdar
Differential Privacy Enabled Deep Skin Image Classification Model Development, Prasun Kumar Mandal
On the Deployment of RIS-mounted UAV Networks, Anupam Mondal
2.5D Dual-Encoder U-Net for Lesion Segmentation in Chest CT Scans, Jagannath Mukkara
Tkbe : Two Key Broadcast Encryption For The Iot, Rachit Parikh
Glacier velocity estimation using Adaptive Search Window and Patch size, Pratik Patil
Threshold Symmetric-Key Encryption for Tabular Data, Subhendu Pramanick
Tweaking ML-KEM (Kyber) and ML-DSA (Dilithium), Kumar Rahul