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 3 of 7

Member project

Doctoral thesis research — Development of Data Hiding Methods for Content Protection in Medical Domain

Dr. Sonal Gandhi

research on reversible data-hiding and deep-learning methods for protecting medical-image content.

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Member project

DTU Research Portal (historical)

Ayush Kumar

contributed to a React and Express paper-submission and review-workflow application; its repository explicitly marks the project abandoned and no longer maintained.

Link to this projectPublic repository ↗
Member project

Embotic Android app (historical contribution)

Ayush Kumar

contributed Kotlin application and layout changes to a hosting-services app; its repository explicitly marks the project abandoned.

Link to this projectPublic repository ↗
Member project

Enabling Technologies for Trustworthy Artificial Intelligence

Nikhil Gupta

Ph.D. research on adversarial robustness and trustworthy AI, including reversible adversarial perturbations.

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Member project

Esperal

Ayush Kumar

Developing Esperal, an offline single-player game, using third-party tools and libraries. The game is in development.

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Member project

Exchange-platform customization

Ayush Kumar

Implemented forex-pair administration features, including backend APIs, a database model and an admin interface, within a Bicrypto-based exchange platform.

Link to this project
Member project

Face Anti-Spoofing Detection System

Priyanshu Yadav

developed a MobileNetV2-based presentation-attack detection pipeline on the LCC FASD dataset, with augmentation and preprocessing for varied spoofing conditions.

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Member project

Flexi-Store learning prototype

Ayush Kumar

Learning/prototype experiment using the Flexi-Store Kotlin e-commerce client, administration and backend components.

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Member project

Flutter Animated Stopwatch

Kushagra Gupta

circular timer with notification-area play/pause controls.

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Member project

Flutter Note Keeper

Kushagra Gupta

prioritized notes, Sqflite storage and persistent dark theme.

Link to this project
Member project

GitHub Reviewer Tool (GithubScraperTool)

Ayush Kumar

Java and Spring Boot developer tool for retrieving public repositories and inspecting source structure with configurable heuristic complexity scores.

Link to this projectPublic repository ↗
Member project

Grid-based code-golf tooling

Ayush Kumar

Built developer tooling for grid-based code-golf tasks, including a task browser, solution comparison, example-based validation and code-size analysis, using third-party tools and libraries.

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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