Concepedia

Shiqing Ma

SM

Statistics

Publications

54

Citations

4.9K

H-Index

35

Active since

2013

Affiliations

Purdue University West Lafayette(Current)

Rutgers Sexual and Reproductive Health and Rights

Rutgers, The State University of New Jersey

Nanjing University

SRI International

Shiqing Ma is an author at Purdue University West Lafayette specializing in computing, computer science, and machine learning.

Publications per year

2013–2025

54

Publications

54

Trojaning Attack on Neural Networks

Yingqi Liu, Shiqing Ma, Yousra Aafer et al. · 2018 · 1.2K citations · Full text

Computing, Computer Engineering, Computer Science +9

ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation

Yingqi Liu, Wen‐Chuan Lee, Guanhong Tao et al. · 2019 · 405 citations · Full text

Computing, Computer Engineering, Computer Science +13

NIC: Detecting Adversarial Samples with Neural Network Invariant Checking

Shiqing Ma, Yingqi Liu, Guanhong Tao et al. · 2019 · 247 citations · Full text

Computing, Computer Science, Cybersecurity +12

MODE: automated neural network model debugging via state differential analysis and input selection

Shiqing Ma, Yingqi Liu, Wen‐Chuan Lee et al. · 2018 · 215 citations

Computing, Computer Science, Computer Systems +13

Dynamic Backdoor Attacks Against Machine Learning Models

Ahmed Salem, Rui Wen, Michael Backes et al. · 2022 · 214 citations · Full text

Computing, Computer Science, Cybersecurity +12

1–5 of 54