Ren Pang

Ren Pang

Penn State University

H-index: 6

North America-United States

About Ren Pang

Ren Pang, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Penn State University, specializes in the field of Deep Learning, Adversarial Machine Learning, Security of Neural Networks.

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

Defending pre-trained language models as few-shot learners against backdoor attacks

On the Difficulty of Defending Contrastive Learning against Backdoor Attacks

Model Extraction Attacks Revisited

A Change of Heart: Backdoor Attacks on Security-Centric Diffusion Models

An embarrassingly simple backdoor attack on self-supervised learning

On the security risks of knowledge graph reasoning

The Dark Side of AutoML: Towards Architectural Backdoor Search

Neural Architectural Backdoors

Ren Pang Information

University

Position

The

Citations(all)

308

Citations(since 2020)

308

Cited By

16

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Ren Pang Skills & Research Interests

Deep Learning

Adversarial Machine Learning

Security of Neural Networks

Top articles of Ren Pang

Defending pre-trained language models as few-shot learners against backdoor attacks

2023/9/23

On the Difficulty of Defending Contrastive Learning against Backdoor Attacks

arXiv preprint arXiv:2312.09057

2023/12/14

Model Extraction Attacks Revisited

arXiv preprint arXiv:2312.05386

2023/12/8

Ren Pang
Ren Pang

H-Index: 2

Ting Wang
Ting Wang

H-Index: 6

A Change of Heart: Backdoor Attacks on Security-Centric Diffusion Models

2023/10/13

An embarrassingly simple backdoor attack on self-supervised learning

2022/10/13

The Dark Side of AutoML: Towards Architectural Backdoor Search

The 11th International Conference on Learning Representations (ICLR'23)

2022/10/21

Neural Architectural Backdoors

arXiv preprint arXiv:2210.12179

2022/10/21

Reasoning over Multi-view Knowledge Graphs

arXiv preprint arXiv:2209.13702

2022/9/27

Trojanzoo: Towards unified, holistic, and practical evaluation of neural backdoors

2022/6/6

Towards Robust Reasoning over Knowledge Graphs

arXiv preprint arXiv:2110.14693

2021/10/27

On the Security Risks of AutoML

2021/10/12

i-Algebra: towards interactive interpretability of deep neural networks

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models

2020

AdvMind: Inferring Adversary Intent of Black-Box Attacks

2020/8

See List of Professors in Ren Pang University(Penn State University)

Co-Authors

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