Ahmed Salem - Concepedia

Author

Ahmed Salem

Helmholtz Center for Information Security ORCID

Also Known As

A Salem, Ahmed Ben Salem, Ahmed Salem, Salem, A.M. Ramzia ., Salem, Ahmed

Publications

1.3K

Citations

H-Index

Concepts

All Affiliations

Helmholtz Center for Information Security Duke University Rutgers, The State University of New Jersey Saarland University Swiss Data Science Center

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	823
2	Computer Engineering	3	3	51
3	Language Studies	1	1	83
4	Medicine	1	1	21
5	Biostatistics	1	1	21

Ahmed Salem

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
MemGuard Jinyuan Jia, Ahmed Salem, Michael Backes, Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningInformation Security	2019	316
Dynamic Backdoor Attacks Against Machine Learning Models Ahmed Salem, Rui Wen, Michael Backes, Artificial IntelligenceHardware SecurityEngineeringMachine LearningData Science	2022	205
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements Xiaoyi Chen, Ahmed Salem, Dingfan Chen, Annual Computer Security Applications Conference	2021	158
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models Ahmed Salem, Yang Zhang, Mathias Humbert,	2019	88
BadNL: Backdoor Attacks Against NLP Models Xiaoyi Chen, Ahmed Salem, Michael Backes, arXiv (Cornell University) Abuse DetectionEngineeringMachine LearningAi SafetyInformation Forensics	2020	83
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models Yugeng Liu, Rui Wen, Xinlei He, arXiv (Cornell University) Artificial IntelligenceHolistic Risk AssessmentEngineeringMachine LearningInformation Security	2021	46
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning Ahmed Salem, Apratim Bhattacharya, Michael Backes, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningUpdating SetInformation Leakage	2019	43
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service Lucjan Hanzlik, Yang Zhang, Kathrin Grosse,	2021	40
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples Jinyuan Jia, Ahmed Salem, Michael Backes, arXiv (Cornell University) Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningEvasion Technique	2019	38
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data Ahmed Salem, Pascal Berrang, Mathias Humbert, Proceedings on Privacy Enhancing Technologies EngineeringPrivacy-preserving TechniquesHealth Data ProtectionInformation SecurityDna Methylation	2018	21

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