Secure and Intelligent Edge Research Lab

Bit-Flip Induced Semantic Drift in Multimodal Transformer Models

Zafaryab Haider, Md Hafizur Rahman, Shane Moeykens, Prabuddha Chakraborty

Bit flip analysis via differentiable estimation.

Methods and Systems for the Automated Generation of Neural Network Architectures

Md Hafizur Rahman, Prabuddha Chakraborty, Zafaryab Haider

A framework that automatically generates architectures against user preferences such as FPS, accuracy, and energy.

Methods and Systems for the Design and Use of Intelligent Layer Shared Neural Networks and Model Architecture Search Algorithms

Prabuddha Chakraborty, Md Hafizur Rahman, Sumaiya Shomaji, Md Mashfiq Rizvee

Searches networks for multi-task applications using a layer-sharing approach; the predictive method reduces overall search time.

Leakage-Aware Secure Transformations (LAST) and POLARIS for Power Side-Channel Mitigation

Prabuddha Chakraborty, Tanzim Mahfuz, Tasneem Farhana Suha, Swarup Bhunia, Sudipta Paria

An AI-driven framework that generates and optimally inserts masked logic solutions to significantly reduce power side-channel leakage in digital hardware.

Framework for Mitigating Malicious RLHF Feedback in LLM Training Using Consensus Based Reward

Zafaryab Haider, Md Hafizur Rahman, Shane Moeykens, Prabuddha Chakraborty

Makes AI training safer when you cannot fully control or verify every human giving feedback.

Live Tracking of Cyber Components and AI Guided Automated Vulnerability Detection & Fixing

Nickolas Millett, Katherine Arsenault, Prabuddha Chakraborty

Tracks cyber components in real time to build a digital twin, which then drives automated AI vulnerability assessment; the resulting fixes can be applied to the production environment.

Predictive joint compression and encryption for images and videos

Swarup Bhunia, Prabuddha Chakraborty, Jonathan W. Cruz, Tamzidul Hoque, T. T. Nguyen

Multi-level battery systems for battery-operated entities, methods for rapid charge transfer therebetween, and methods for optimizing entity routing and network charge distribution

Shuo Wang, Swarup Bhunia, Prabuddha Chakraborty, Robert Parker, Rohan Reddy Kalavakonda

Smart infrastructures and first-responder network for security and safety hazards

Prabuddha Chakraborty, Reiner Dizon-Paradis, Christopher Vega, Joel B. Harley, Sandip Ray, Swarup Bhunia, et al.

Drone-based administration of remotely located instruments and gadgets

Swarup Bhunia, Prabuddha Chakraborty, Reiner Dizon-Paradis, Patrick Difuntorum, Christopher Vega, et al.

System and method for a battery on wheels (BoW) for charging mobile battery-operated units

Prabuddha Chakraborty, Swarup Bhunia, Christopher M. Vega

System and method for charging a network of mobile battery-operated units on-the-go

Prabuddha Chakraborty, Swarup Bhunia

Learning guided obfuscation framework for hardware IP protection

Abdulrahman Alaql, Saranyu Chattopadhyay, Swarup Bhunia, Prabuddha Chakraborty

Systems and methods for machine intelligence based malicious design alteration insertion

Swarup Bhunia, Prabuddha Chakraborty, Abhishek A. Nair, Tamzidul Hoque, Jonathan W. Cruz, Naren Vikram Raj Masna, et al.

Learning memory systems and methods

Swarup Bhunia, Prabuddha Chakraborty

Spatio-temporal intelligent digital memory systems and methods

Swarup Bhunia, Prabuddha Chakraborty

Framework for sustainable recharging of battery electric vehicles with near-perpetual mobility

Swarup Bhunia, Prabuddha Chakraborty, Reiner Dizon-Paradis

Learning-rooted IoT platform

Swarup Bhunia, Reiner Dizon-Paradis, Prabuddha Chakraborty, Rohan Reddy Kalavakonda, Patrick Difuntorum

Brain inspired learning memory systems and methods

Swarup Bhunia, Prabuddha Chakraborty

Multi-purpose context-aware bump (CAB) supporting dynamic adaptation of form factors and functionality

Swarup Bhunia, Prabuddha Chakraborty, Lili Du, Sandip Ray