Ravi Mukkamala

LUUNU — Blockchain, MISP, Model Cards and Federated Learning Enabled Cyber Threat Intelligence Sharing Platform

2022

Cyber Threat Intelligence (CTI) is a process of threat data collection, processing, and analysis to understand a threat actor’s motives, targets, and attack behaviors. CTI involves highly sensitive data and any inadvertent access to it …

Proof-of-Pedal — Pedal-Powered Byzantine Green Consensus for Blockchain

2023

Blockchain technologies have gained significant popularity for their decentralized and tamper-evident characteristics. The key component of these technologies is the consensus protocol that dictates the correctness and operational efficiency of the system. Bitcoin’s Proof of …

Improving Query Performance in RaaS: A Framework for Reputation As a Service in Decentralized Marketplaces

2024 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences

Blockchain technologies and the associated smart contracts are found to be suitable for building reputation management systems in decentralized marketplaces.In this paper, we provide a brief overview of RaaS, a framework to manage Reputation as …

<i> S ² IL </i> : Structurally Stable Incremental Learning

2025 · IEEE Access

Feature Distillation (FD) strategies are proven to be effective in mitigating Catastrophic Forgetting (CF) seen in Class Incremental Learning (CIL). However, current FD approaches enforce strict alignment of feature magnitudes and directions across incremental steps, …