Concepedia

Ahmed Salem

AS

16

Publications

1.1K

Citations

14

H-Index

2011

Active since

Affiliations

Helmholtz Center for Information Security(Current)

Duke University

Rutgers, The State University of New Jersey

Saarland University

Swiss Data Science Center

Ahmed Salem is an author at Helmholtz Center for Information Security specializing in engineering, data science, and data security.

Top concepts

EngineeringData ScienceData SecurityComputer ScienceMachine LearningInformation SecurityAdversarial Machine LearningData PrivacyDeep LearningInformation Forensics

Publications per year

2011–2022

16

Publications

16

MemGuard

Jinyuan Jia, Ahmed Salem, Michael Backes et al. · 2019 · 316 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +17

Dynamic Backdoor Attacks Against Machine Learning Models

Ahmed Salem, Rui Wen, Michael Backes et al. · 2022 · 205 citations · Full text

Artificial Intelligence, Hardware Security, Engineering +13

BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements

Xiaoyi Chen, Ahmed Salem, Dingfan Chen et al. · Annual Computer Security Applications Conference · 2021 · 158 citations · Full text

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

Ahmed Salem, Yang Zhang, Mathias Humbert et al. · 2019 · 88 citations · Full text

BadNL: Backdoor Attacks Against NLP Models

Xiaoyi Chen, Ahmed Salem, Michael Backes et al. · arXiv (Cornell University) · 2020 · 83 citations · Full text

Abuse Detection, Engineering, Machine Learning +16

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