Posts by Collection

Portfolio item number 1

Short description of portfolio item number 1

Portfolio item number 2

Short description of portfolio item number 2

Achieving Model Accuracy and Robustness by Adversarial Training with Batch Normalization

Accepted to International Conference on Tools with Artificial Intelligence (ICTAI), 2022

We propose a novel adversarial training method called norm shaping, in which a model always uses batch norms in both adversarial training and inference.

Authors: Brian Zhang, Shiqing Ma

[Paper]

[Slides]

A Systematic Study of Recent Smart Contract Vulnerabilities

Accepted to Crypto Economics Security Conference (CESC), 2022

In this paper, we study a large set of 502 unique exploitable bugs from 158 real-world contracts reported/exploited in the past year or so and aim to summarize their root causes and distributions.

Authors: Zhuo Zhang (co-first), Brian Zhang (co-first), Wen Xu, Zhiqiang Lin

[Paper]

[Slides] [Poster]

Demystifying Exploitable Bugs in Smart Contracts

Accepted to International Conference on Software Engineering (ICSE), 2023

Paper

Authors: Zhuo Zhang, Brian Zhang, Wen Xu, Zhiqiang Lin

Towards Finding Accounting Errors in Smart Contracts

Accepted to International Conference on Software Engineering 2024 (ICSE), 2024

In this paper, we motivate the detection of accounting errors in smart contracts by introducing an automated tool which utilized refinement types for type checking. The tool outperforms current state-of-the-art tools.

Authors: Brian Zhang (solo)

[Paper]

[Slides]

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here

Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

More information here

Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.