Knowledge Transfer

Co-evolution of Opinion and Social Tie Dynamics Towards Structural Balance

Haotian Wang, Feng Luo, Jie Gao

Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA’22), 3362-3388, January 9 – 12, 2022.

New Directions in Automated Traffic Analysis

Jordan Holland, Paul Schmitt, Nick Feamster, Prateek Mittal

In ACM Conference on Computer and Communications Security (CCS).

DeepReflect: Discovering Malicious Functionality through Binary Reconstruction

Evan Downing, Kyuhong Park, Yisroel Mirsky, Wenke Lee

In Proceedings of the 2021 USENIX Security Symposium.

ATLAS: A Sequence-based Learning Approach for Attack Investigation

Abdulellah Alsaheel , Yuhong Nan, Shiqing Ma, Le Yu, Gregory Walkup, Z. Berkay Celik, Xiangyu Zhang, Dongyan Xu

Proceedings of the 30th USENIX Security Symposium.

Application-Driven Privacy-Preserving Data Publishing with Correlated Attributes

Aria Rezaei, Chaowei Xiao, Jie Gao, Bo Li, Sirajum Munir

Proceedings of the 18th International Conference on Embedded Wireless Systems and Networks (EWSN 2021), February 17-19, 2021.
Received the Best Paper Award.

Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries

Fnu Suya, Jianfeng Chi, David Evans, Yuan Tian

In 29th USENIX Security Symposium. Boston, MA. August 12–14, 2020.

A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multi-Stage Advanced Persistent Threats

Shana Moothedath, Dinuka Sahabandu, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran

IEEE Transactions on Automatic Control, December 2020.

Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection

Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song

Proceedings of the 2017 ACM SIGSAC conference on computer and communications security (pp. 363-376).

Automatically Evading Classifiers: A Case Study on PDF Malware Classifiers

Weilin Xu, Yanjun Qi, David Evans

Network and Distributed System Security Symposium (NDSS). San Diego, CA. 21-24 February 2016.

Unifying logic and probability

Stuart Russell

Communications of the ACM, 58(7), 88-97, 2015.