2 citations · 5 across the 14 of their papers we have counts for
7 papers · 1 filter
A Four-Axis Trustworthiness Benchmark for LLM-as-Judge in Principle-Based Regulation
Dipankar Sarkar
Principle-based regulation, with evaluative standards such as "fair, clear, and not misleading" or "deliver good outcomes", cannot be reduced to binary predicates, and LLM-as-judge…
Epistral Network: Revolutionizing Media Curation and Consumption through Decentralization
Dipankar Sarkar, Shubham Upadhyay
Blockchain technology has revolutionized media consumption and distribution in the digital age, allowing creators, consumers, and regulators to participate in a decentralized, fair…
FairFlow Protocol: Equitable Maximal Extractable Value (MEV) mitigation in Ethereum
Dipankar Sarkar
Ethereum has emerged as a leading platform for decentralized applications (dApps) due to its robust smart contract capabilities. One of the critical issues in the Ethereum ecosyste…
Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management
Dipankar Sarkar
Deepfake technology is a major threat to the integrity of digital media. This paper presents a comprehensive framework for a blockchain-based decentralized system designed to tackl…
Centralized Intermediation in a Decentralized Web3 Economy: Value Accrual and Extraction
Dipankar Sarkar
The advent of Web3 has ushered in a new era of decentralized digital economy, promising a shift from centralized authority to distributed, peer-to-peer interactions. However, the u…
Towards Universal Atomic Composability: A Formal Model for Multi-Rollup Environments on Ethereum
Dipankar Sarkar
In the rapidly evolving domain of distributed ledger technology, scalability and interoperability have become paramount challenges for both academic and industry sectors. In this p…