Shiqing Ma

About Shiqing Ma

Shiqing Ma, With an exceptional h-index of 29 and a recent h-index of 29 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of Security, AI, SE.

His recent articles reflect a diverse array of research interests and contributions to the field:

Merlin: Multi-tier Optimization of eBPF Code for Performance and Compactness

LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning

Elijah: Eliminating backdoors injected in diffusion models via distribution shift

SoK: Challenges and Opportunities in Federated Unlearning

Where did i come from? origin attribution of ai-generated images

Django: Detecting trojans in object detection models via gaussian focus calibration

ODSCAN: Backdoor Scanning for Object Detection Models

CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement

Shiqing Ma Information

University

Position

___

Citations(all)

4704

Citations(since 2020)

4483

Cited By

1302

hIndex(all)

29

hIndex(since 2020)

29

i10Index(all)

46

i10Index(since 2020)

46

Email

University Profile Page

Google Scholar

Shiqing Ma Skills & Research Interests

Security

AI

SE

Top articles of Shiqing Ma

Merlin: Multi-tier Optimization of eBPF Code for Performance and Compactness

2024/4/27

LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning

arXiv preprint arXiv:2403.17188

2024/3/25

Elijah: Eliminating backdoors injected in diffusion models via distribution shift

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

SoK: Challenges and Opportunities in Federated Unlearning

2024/3/4

Shiqing Ma
Shiqing Ma

H-Index: 17

Amir Houmansadr
Amir Houmansadr

H-Index: 28

Where did i come from? origin attribution of ai-generated images

Advances in Neural Information Processing Systems

2024/2/13

Django: Detecting trojans in object detection models via gaussian focus calibration

Advances in Neural Information Processing Systems

2024/2/13

CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement

2023/7/12

How to detect unauthorized data usages in text-to-image diffusion models

arXiv preprint arXiv:2307.03108

2023/7/6

Alteration-free and model-agnostic origin attribution of generated images

arXiv preprint arXiv:2305.18439

2023/5/29

NOTABLE: Transferable backdoor attacks against prompt-based NLP models

arXiv preprint arXiv:2305.17826

2023/5/28

Unicorn: A unified backdoor trigger inversion framework

arXiv preprint arXiv:2304.02786

2023/4/5

Gradient shaping: Enhancing backdoor attack against reverse engineering

arXiv preprint arXiv:2301.12318

2023/1/29

Beagle: Forensics of deep learning backdoor attack for better defense

arXiv preprint arXiv:2301.06241

2023/1/16

虚假数字人脸内容生成与检测技术

计算机学报

2023

{KENKU}: Towards Efficient and Stealthy Black-box Adversarial Attacks against {ASR} Systems

2023

{AIRTAG}: Towards Automated Attack Investigation by Unsupervised Learning with Log Texts

2023

The case for learned provenance graph storage systems

2023

See List of Professors in Shiqing Ma University(Rutgers, The State University of New Jersey)