Working Groups 2017-2018
During our first cycle Working Group Teams had the flexibility to produce an output that best suited their goals. Projects led to internal papers, published papers, articles, code and launching points for future research; including one team member’s Master’s Thesis.
Projects:
zkLedger: Privacy-Preserving Auditing with Deloitte
b_verify for Warehouse Receipts with IADB/IDB
Valuing Cryptoassests with Fidelity
Initial Coin Offerings (ICOs) with Fidelity
zkLedger: Privacy-Preserving Auditing with Deloitte

Outcome:Paper
Abstract
A zero-knowledge proof or protocol is a cryptographic technique for verifying private data without revealing it in its clear form. In this paper, we evaluate the potential for zero-knowledge distributed ledger technology to alleviate asymmetry of information in the asset-backed securitization market. To frame this inquiry, we conducted market data analyses, a review of prior literature, stakeholder interviews with investors, originators and security issuers and collaboration with blockchain engineers and researchers. We introduce a new system which could enable all market participants in the securitization lifecycle (e.g. investors, rating agencies, regulators and security issuers) to interact on a unique decentralized platform while maintaining the privacy of loan-level data, therefore providing the industry with timely analytics and performance data. Our platform is powered by zkLedger (Narula et al. 2018), a zero-knowledge protocol developed by the MIT Media Lab and the first system that enables participants of a distributed ledger to run publicly verifiable analytics on masked data.
b_verify for Warehouse Receipts with IADB/IDB
b_verify is an experimental protocol for verifiable records. Its purpose is to provide an improved technical foundation for the issuance, verification, and transaction of certain financial instruments and tradable securities, such as warehouse receipts in agricultural supply chains. Applications servicing the b_verify protocol can be customized for different use cases and contexts. Contact graduate researchers Mark Weber and Henry Aspegren to learn more. This project receives funding from the Inter-American Development Bank.
Outcome: 2 Papers and 1 Thesis

Abstract
We develop a theory that shows signaling a rm's fundamental quality (e.g., its operational capabilities) to lenders through inventory transactions to be more ecient|it leads to less costly operational distortions|than signaling through loan requests, and we characterize how the eciency gains depend on rm operational characteristics such as operating costs, market size, and inventory salvage value. Signaling through inventory being only tenable when inventory transactions are veriable at low enough cost, we then turn our attention to how this veriability can be achieved in practice and argue that blockchain technology could enable it more eciently than traditional monitoring mechanisms. To demonstrate, we develop b verify, an open-source blockchain protocol that leverages Bitcoin to provide supply chain transparency at scale and in a cost eective way. The paper identies an important benet of blockchain adoption|by opening a window of transparency into a rm's supply chain, blockchain technology furnishes the ability to secure favorable nancing terms at lower signaling costs. Furthermore, the analysis of the preferred signaling mode sheds light on what types of rms or supply chains would stand to benet the most from this use of blockchain technology.
Published in Management Science - Forthcoming
Abstract
A warehouse receipt is a bearer financial instrument asserting the ownership of goods held in a storage facility. In the agricultural sector, especially in emerging markets, warehouse receipts have been found to improve access to credit and pricing power for farmers. But these benefits are stifled by high profile frauds, high transaction costs, and questionable custodianship. We have developed an experimental software protocol called b_verify . Its purpose is to provide an improved technical foundation and open-source standard for the issuance, verification, and transaction of warehouse receipts, and eventually other financial instruments and tradable securities. In this paper, we describe our primary and secondary research on Ukraine and evaluate the country as a prospective pilot location for b_verify . We describe the process of depositing goods and the issuance of a warehouse receipt, as observed in a full system walkthrough of a major Ukrainian storage facility, and highlight vulnerabilities. We synthesize insights into the agricultural commodities trade based on stakeholder interviews. We conclude by recommending Ukraine as a strong prospect for a pilot of the b_verify protocol.
Abstract
Equivocation allows attackers to present inconsistent data to users. This is not just a problem for Internet applications: the global economy relies heavily on verifiable and transferable records of property, liens, and financial securities. Equivocation involving such records has been central to multi-billion-dollar commodities frauds and systemic collapses in asset-backed securities markets. In this work we present b_verify, a new protocol for scalable and efficient non-equivocation using Bitcoin. b_verify provides the abstraction of multiple independent logs of statements in which each log is controlled by a cryptographic keypair and makes equivocating about the log as hard as double spending Bitcoin. Clients in b_verify can add a statement to multiple logs atomically, even if clients do not trust each other. This abstraction can be used to build applications without requiring a central trusted party. b_verify can implement a publicly verifiable registry and, under the assumption that no participant can double spend Bitcoin, guarantees the security of the registry. Unlike prior work, b_verify can scale to one million application logs and commit 1,112 new log statements per second. b_verify accomplishes this by using an untrusted server to commit one hundred thousand new log statements with a single Bitcoin transaction which dramatically reduces the cost per statement. Users in b_verify maintain proofs of non-equivocation which are comparable in size to a Bitcoin SPV proof and require them to download only kilobytes of data per day. We implemented a prototype of b_verify in Java to demonstrate its ability to scale. We then built a registry application proof-of-concept for tradeable commodity receipts on top of our prototype. The client application runs on a mobile phone and can scale to one million users and ten million receipts.
Valuing Cryptoassests with Fidelity
A collaboration with DCI member company Fidelity Labs, the purpose of this working group is to develop a fundamental research model for valuing bitcoins and other cryptoassets and investigate if there are different valuation models to be applied for different types of crytpoassets (e.g., cryptocurrencies, cryptocommodities, app tokens etc.).

Outcome: Paper
Introduction
Led by Bitcoin, in the last 3 years, the cryptocurrency markets have experienced unprecedented growth, both in valuation and issuance. Naturally, as an increasing number of retail and institutional investors asses this burgeoning asset class the search for acceptable valuation methodologies has intensified. We attempt here to expand upon one promising ratio-based tool, Network Value to Transactions (NVT). NVT was first presented by crypto data research analyst, Willy Woo, in his analysis of NVT on Bitcoin. We expand on his research in the areas of accurately estimating on-chain transaction volume to apply the NVT model to other Unspent Transaction Output cryptocurrencies such as Litecoin.
Initial Coin Offerings (ICOs) with Fidelity
2017 was the year of the ICO (Initial Coin Offerings). Are they mere scams or are they the future of venture finance? This groups collaborates with Fidelity Labs to develop a framework to assess and compare different token sale models (i.e. distribution mechanisms), map out past notable token sales against the framework, and compare different models to develop recommendations on best practices.

Outcome: Paper
I. Dawn of the Initial Coin Offering (ICO)
Few things have been more lucrative and controversial in the last year than the expansion of the Initial Coin Offering (ICO) as a method of raising capital. In 2017 alone, nearly $2.4 billion was raised to fund blockchain related projects, an increase of roughly 4400% from the year before. Despite growing regulatory concerns, enterprises have continued to utilize this method of capital formation to fund the creation of their protocols with enormous success. In the first quarter of 2018 alone, $6.5 billion of capital was raised capital raised through ICO’s.
ICO’s show incredible promise as a fundraising option by allowing talent to bypass traditional funding intermediaries and connect directly with capital, but are these new instruments all they’re cracked up to be? In order to assess this, we must conceptually understand how capital formation works, how it’s evolved with technology over time and how blockchain could potentially impact this evolution.
Supply Chains with BCG
Supply chains will look fundamentally different in 10-15 years, making use of multiple advanced technologies (Blockchain technology, IoT, Advanced Analytics, Artificial Intelligence, etc.). This will cause a move away from single company supply chains to a flexible network of modules, forming ever changing supply networks. We’re partnering with DCI member company the Boston Consulting Group (BCG) to research how this change will materialize.

Outcome: Article
Excerpt
Many new digital technologies at various stages of development hold promise for manufacturers and the supply chain. The challenge for management teams is knowing which technologies to invest in—and when. Case in point: blockchain technology. Once seemingly at the far end of the time horizon, blockchains are suddenly poised for rapid growth. Why? Because they offer a solution to the growing problem of how to manage increasingly complicated networks of manufacturers and suppliers at a time when transparency, speed, and agility are critical…
Blockchain Securitization of Solar Microgrids
Decentralized autonomous electric microgrids (DAEMs) pose opportunities beyond merely replacing existing fossil fuels with cleaner energy. These blockchain-and smart contract-governed systems could form the backbone of a distributed transactive grid system, where both wholesale and retail “prosumers” participate in a decentralized, locally distributed power market whose price signals drive automated transactions within a network that single institution controls. A DAEM might also generate new forms of automatically executable collateral to unlock hitherto unavailable financing for marginalized communities. DCI Senior Adviser Michael Casey leads this project.
Outcome: Full DCI Project
Led to a ongoing research project by the DCI. Learn more by visiting the webpage for Opensolar —>
Digital Fiat Cryptocurrency
A key part of our vision for a decentralized financial system is the ability for people to transact familiar currencies using blockchain technology. These fiat currencies present a different challenge to existing digital currencies as there are already other versions of the currency in existence, both physical and digital. Robleh Ali and James Lovejoy lead this group in advancing the development of their prototype and their conversations with key stakeholders.
Outcome: Undergraduate Research Opportunity Program (UROP)
This project led to many students partaking in Undergraduate Research Opportunity Program (UROPs) with the DCI.
Distributed ledgers (e.g. blockchains) enable financial institutions to efficiently reconcile cross-organization transactions. For example, banks might use a distributed ledger as a settlement log for digital assets. Unfortunately, these ledgers are either entirely public to all participants, revealing sensitive strategy and trading information, or are private but do not support third-party auditing without revealing the contents of transactions to the auditor. Auditing and financial oversight are critical to proving institutions are complying with regulation. This paper presents zkLedger, the first system to protect ledger participants’ privacy and provide fast, provably correct auditing.