Research programme

Projects & research.

Research studies, software and prototypes from across the NPerseus team.

Projects across the team

Research studies, prototypes and software described in public profiles. Status, roles and funding follow each source record; a profile entry does not by itself establish a released product.

74 matching profile project records · Page 5 of 7

Member project

MRI Brain Tumor Segmentation

Ajit Kumar Yadav

public TensorFlow/Keras notebook implementing ResUNet segmentation with focal Tversky loss.

Link to this project
Member project

Multi-Signal Backdoor Defense research

Mahaveer Prasad

the published framework combines model signals to detect poisoned samples and correct their labels.

Link to this project
Member project

NES2ELF Static Recompiler

Ishan Panwar

explored binary translation and compiler tooling using Rust and LLVM.

Link to this project
Member project

NPerseus Research Platform

Ayush Kumar

built and maintains a full-stack research-group platform for member profiles, publications, projects and collaboration workflows.

Link to this project
Member project

Pneumonia Detection

Aditya Kumar Chaudhary

trained and evaluated a transfer-learning CNN for chest X-ray classification.

Link to this project
Member project

Protocol-Aware Robustness Evaluation research

Mahaveer Prasad

the published study evaluates deep-learning network intrusion-detection systems while preserving protocol semantics.

Link to this project
Member project

PS2Translate

Ishan Panwar

experimental PlayStation 2 binary translator built with Rust and LLVM tooling.

Link to this project
Member project

Quantum Computing and Cryptography Lab

Dr. Ankur

Developing the lab at NIT Delhi; the official laboratory-development record lists 2026.

Link to this project
Member project

QuickDraw Online Game

Priyanshu Yadav

built a MERN application that uses CNN, MobileNetV2 and ResNet models to classify sketches from the Google QuickDraw dataset.

Link to this project
Member project

RapidNew

Ayush Kumar

Java Mindustry plugin for automatic item and liquid replenishment using cached building requirements; developed from an earlier JavaScript replenishment mod, with RapidNew and Radpid-MindustryPlugin counted as one project family.

Link to this projectPublic repository ↗
Member project

Recipe Bazaar

Mohammad Aakil

built a web application for discovering and managing recipes.

Link to this project
Member project

Remote Sensing Cube Classification

Shray Gupta

applied contrastive learning to spectral-spatial feature extraction and hyperspectral cube classification.

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Browse all 74 profile project records
Explore the research areas that connect this work.

Security of Neural Networks

Defending deep models against adversarial examples, backdoor and data-poisoning attacks — and understanding when and why they fail.

Adversarial MLBackdoor DefenseRobustness

Data Hiding & Watermarking

Reversible data hiding in encrypted images, image and text steganography, and robust watermarking for ownership and integrity.

Reversible Data HidingSteganographyWatermarking

Multimedia Forensics

Detecting manipulated and GAN-generated media — deepfakes, splicing and median-filtering traces.

Deepfake DetectionImage ForensicsAuthenticity

Trustworthy & Private AI

Federated and privacy-preserving learning, explainable and trustworthy models, and methods for limiting the disclosure of training data.

Federated LearningExplainable AIPrivacy