Research Project Archives

Project on "Adversarial Machine Learning- Applications to Banks"

– Sponsored by Canara Bank

Data-driven ML models, designed to address cybersecurity issues, are susceptible to attacks. This requires researchers to strengthen both the machine learning models and the associated data. In this context, the Institute is now working on a project “Adversarial Machine Learning – Application to Banks” funded by Canara Bank.

The objectives of this project is to include an in-depth examination of the bank's existing intrusion detection, Software-Defined Networking (SDN), and user entity behavior analytics systems, to provide valuable insights into potential vulnerabilities, and to recommend and implement robust defense mechanisms tailored to enhance the cybersecurity framework of Canara Bank. This project will help in implementing adversarial ML techniques in the Banking and Financial Sector.

Project on "Adversarial Machine Learning- Applications to Banks"

Sponsored by Canara Bank

Project on "Developing Reverse Engineering Resilient Hardware Accelerators during Architectural Synthesis"

– Sponsored by Science and Engineering Research, Govt. of India

The Science and Engineering Research (SERB), a statutory body of the Department of Science and Technology, Govt. of India, has awarded the Institute a research project titled “Developing Reverse Engineering Resilient Hardware Accelerators during Architectural Synthesis " under the Start-up Research Grant.

This project aims to design a reverse engineering attack resilient Hardware Accelerator (HA) by developing robust algorithms to enhance the reverse engineering complexity. As for most of the attacks, the primary step is the reverse engineering of the targeted hardware. This project can help prevent such attacks (such as piracy, cloning, inserting hardware Trojan, false claim of ownership, etc.) and enable a robust foundation of Indian banking and other sectors for adopting IoT-based smart solutions, where every IoT device will be secured through robust reverse engineering resilient design methodology.

Dr. Dipanjan Roy, Faculty IDRBT, is the Primary Investigator of this project.

Project on "Developing Reverse Engineering Resilient Hardware Accelerators during Architectural Synthesis"

Sponsored by Science and Engineering Research, Govt. of India

Project on "Secure Offline m-Payment System using Certificateless Key Agreement Mechanism for Faster Access and Handover Authentication in Space Information Networks"

– Sponsored by Science and Engineering Research Board (SERB),
Department of Science and Technology, Govt. of India

The Science and Engineering Research Board (SERB), a statutory body of the Department of Science and Technology, Govt. of India has awarded the Institute a research project titled "A Secure Offline m-Payment System using Certificateless Key Agreement Mechanism for Faster Access and Handover Authentication in Space Information Networks" under the Start-up Research Grant.

The primary goal of the project is to enable a secure mobile payment for rural population using the backbone support of the space information network (SIN). The project focuses on designing an algorithm to enable faster authentication between ground station and satellite, followed by designing a protocol to address the handover propagation delay in space information network for carrying out the transaction swiftly using the cryptographic mechanism of certificateless key agreement scheme.

Dr. Susmita Mandal, Faculty, is the Investigator from IDRBT.

Project on "Secure Offline m-Payment System using Certificateless Key Agreement Mechanism for Faster Access and Handover Authentication in Space Information Networks"

Sponsored by Science and Engineering Research Board (SERB),
Department of Science and Technology, Govt. of India

Project on "5G Use Case Lab for Banking and Financial Services"

– Sponsored by Dept. of Telecommunications & Dept. of Financial Services, Govt. of India

The Department of Telecommunications and Department of Financial Services, Government of India, has awarded the IDRBT a major research project on "5G Use Case Lab for Banking and Financial Services". With a primary focus to carry out this transformational research project, the IDRBT has set up the 5G Use Case Lab for Banking and Financial Services.

The lab will identify India-specific use cases of 5G in Banking and Financial Services sector and would support the Banking and Financial Services to implement 5G technologies on par with developed countries. Considering that India has the 2nd largest mobile penetration in the world and has a diverse digital divide, the security gaps in 5G technologies and services would also be identified along with 5G use cases.

The lab would collaborate with Financial Services organizations, Service Providers, Academic Institutions and most importantly, Startups, to promote agility and innovations for enhanced customer experience. The lab will work on Financial Inclusion and rural connectivity, Futuristic ATM/Mobile Banking, Claim Processing, Fraud detection, enhanced customer experience leveraging IoT, Distributed Ledger, VR and AR, AI and ML, Network Slicing technologies and Security technologies to ensure trust is built into the technology from the day of 5G adoption.

The 5G Use Cases lab would be guided by a steering committee consisting of Department of Telecommunications (DoT), Ministry of Communications; Department of Financial Services (DFS), Ministry of Finance, Govt. of India; Telecommunications Standards Development Society (TSDSI), etc.

Project on "5G Use Case Lab for Banking and Financial Services"

Sponsored by Dept. of Telecommunications & Dept. of Financial Services, Govt. of India

Project on "Developing Data Science Framework, Architecture and Methodology for Fraud Detection in ATM Transactions in Banks"

– Sponsored by Department of Science and Technology, Govt. of India

The Department of Science and Technology, Govt. of India, has awarded the Institute a research project titled "Developing Data Science Framework, Architecture and Methodology for Fraud Detection in ATM Transactions in Banks" in collaboration with C-DAC.

This project aims to work out a framework, architecture and methodology in the paradigm of big data to analyze the structured and unstructured data that the ATM transactions are replete with, in order to detect and prevent ATM frauds in near real time. Dr. V. Ravi, Faculty, is the investigator from IDRBT and Ms Supriya N. Pal, Senior Director, is the investigator from CDAC.

Project on "Developing Data Science Framework, Architecture and Methodology for Fraud Detection in ATM Transactions in Banks"

Sponsored by Department of Science and Technology, Govt. of India

Project on "Hardware Trojan Detection in PCBs Using X-Ray Images"

– Sponsored by Defence Research and Development Organization (DRDO)

The Defence Research and Development Organization (DRDO) has awarded the Institute a research project titled "Hardware Trojan Detection in PCBs Using X-Ray Images", in collaboration with Indian Statistical Institute, Kolkata.

The project aims to detect malicious components (trojans) in the hardware using x-ray images of the hardware. In the context of this project, hardware refers to printed circuit boards (PCBs). A reconstructed model of the test PCB will be compared against a reference model to find out the additional/malicious components in the hardware so as to deliver a method based on structural analysis to detect if a test PCB contains malicious additional hardware component. In the wake of several cyber attacks using hardware trojans, this project aims to make important contributions in devising a novel method for hardware trojan detection.

Dr. Rajarshi Pal, Faculty, is the investigator from IDRBT and Prof. Ashish Ghosh, Indian Statistical Institute, Kolkata, is the investigator from Indian Statistical Institute, Kolkata.

Project on "Hardware Trojan Detection in PCBs Using X-Ray Images"

Sponsored by Department of Science and Technology, Govt. of India

Research

Menu