activity
20152023
most citedBinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection

8 citations · 22 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CR2023

Black-Box Attacks against Signed Graph Analysis via Balance Poisoning

Jialong Zhou, Yuni Lai, Jian Ren +1

Signed graphs are well-suited for modeling social networks as they capture both positive and negative relationships. Signed graph neural networks (SGNNs) are commonly employed to p…

cs.CR2022★ 1 cited

From Bi-Level to One-Level: A Framework for Structural Attacks to Graph Anomaly Detection

Yulin Zhu, Yuni Lai, Kaifa Zhao +5

The success of graph neural networks stimulates the prosperity of graph mining and the corresponding downstream tasks including graph anomaly detection (GAD). However, it has been…

cs.LG2021★ 8 cited

BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection

Yulin Zhu, Yuni Lai, Kaifa Zhao +4

Graph-based Anomaly Detection (GAD) is becoming prevalent due to the powerful representation abilities of graphs as well as recent advances in graph mining techniques. These GAD to…

cs.CR2018

Security and Privacy Enhancement for Outsourced Biometric Identification

Kai Zhou, Jian Ren

A lot of research has been focused on secure outsourcing of biometric identification in the context of cloud computing. In such schemes, both the encrypted biometric database and t…

cs.CR2018★ 5 cited

P-MOD: Secure Privilege-Based Multilevel Organizational Data-Sharing in Cloud Computing

Ehab Zaghloul, Kai Zhou, Jian Ren

Cloud computing has changed the way enterprises store, access and share data. Data is constantly being uploaded to the cloud and shared within an organization built on a hierarchy…

cs.CR2017★ 5 cited

PassBio: Privacy-Preserving User-Centric Biometric Authentication

Kai Zhou, Jian Ren

The proliferation of online biometric authentication has necessitated security requirements of biometric templates. The existing secure biometric authentication schemes feature a s…

cs.CR2016★ 1 cited

ExpSOS: Secure and Verifiable Outsourcing of Exponentiation Operations for Mobile Cloud Computing

Kai Zhou, M. H. Afifi, Jian Ren

Discrete exponential operation, such as modular exponentiation and scalar multiplication on elliptic curves, is a basic operation of many public-key cryptosystems. However, the exp…

cs.CR2015★ 2 cited

CASO: Cost-Aware Secure Outsourcing of General Computational Problems

Kai Zhou, Jian Ren

Computation outsourcing is an integral part of cloud computing. It enables end-users to outsource their computational tasks to the cloud and utilize the shared cloud resources in a…