George Mason PhD student recognized for blockchain privacy research

Nathan Kahl — Tue, 02 Jun 2026 10:51:19 +0000

George Mason PhD student recognized for blockchain privacy research Nathan Kahl Tue, 06/02/2026 - 06:51

91�� computer science doctoral student Aayush Yadav co-authored a paper that received a Distinguished Paper Award from the IEEE Symposium on Security and Privacy, one of the industry’s premier conferences in the security field. The conference typically accepts around 13 percent of submissions.

Aayush Yadav. Photo provided

The paper addresses a growing challenge in blockchain technology—how to protect sensitive transaction information before it becomes public, focusing on improving privacy protections within blockchain systems while maintaining the transparency and decentralized structure that define the technology.

His research grew out of an internship last summer with Category Labs, a company developing blockchain tools and infrastructure. The work addresses a vulnerability tied to how blockchain transactions are processed before they are officially added to the chain. Traditionally, blockchain transactions are publicly visible before they are finalized. That visibility allows entities responsible for processing transactions to potentially manipulate their order for financial gain.

“These entities can act maliciously in some way,” Yadav said. “Because this information is public, these actors know the direction of the order of the transactions before the rest of the public. And they can take advantage of that.” Consider that if an actor sees that someone is about to make a major purchase or sale, they can quickly place their own trade first, causing the market price to change. The original user then receives a worse price than expected, while the actor profits from the price movement, effectively creating a hidden cost for the user.

The team’s research focuses on encrypting transactions while they are waiting to be processed, helping prevent that kind of exploitation. The goal is to encrypt or hide transactions as they are sent, revealing them later.

The paper introduces new approaches to what researchers call “mempool privacy,” referring to the protection of transaction data before it becomes part of the public blockchain ledger. The work also explores “threshold encryption,” which requires multiple parties to work together to decrypt transaction data, helping eliminate single points of trust or failure.

Yadav, who is completing his PhD in computer science this year, said his interest in theoretical computer science and algorithms started early in his academic career. “I enjoyed the process of solving problems that were algorithmic in nature,” he said. “Thinking about these abstract things, but then also being able to solve them concretely using an algorithm, is very satisfying.”

He chose George Mason in part because of the university’s large computer science faculty and breadth of expertise. After arriving at George Mason in 2021, Yadav took his first cryptography course with Foteini Baldimtsi, an experience that shaped the direction of his research. “It had the right mix of theory and practice. The problems are very theoretical in some sense, and the way you solve them is theoretical, but at the same time they are grounded in real applications.”

“I am very proud of Aayush,” said Baldimtsi. “Throughout his PhD, he has worked on some of the most important challenges in modern cryptography, including signature protocols and privacy-preserving authentication for digital identities, while also focusing on post-quantum security. The award is a well-deserved recognition of his talent, dedication, and impact on the field.”

Later this year he will start a tenured-track faculty position at his alma mater, Rutgers University–Camden.