Ahmed Salem
Fayetteville State University(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Privacy-Preserving Technologies in Data, Anomaly Detection Techniques and Applications, Wireless Communication Security Techniques, Advanced Malware Detection Techniques
Most-Cited Works
- → MemGuard(2019)319 cited
- → Dynamic Backdoor Attacks Against Machine Learning Models(2022)208 cited
- → BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements(2021)163 cited
- → Updates-Leak: Data Set Inference and Reconstruction Attacks in Online\n Learning(2019)89 cited
- → ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models(2019)88 cited
- BadNL: Backdoor Attacks Against NLP Models(2020)
- → ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models(2021)46 cited
- → MLCapsule: Guarded Offline Deployment of Machine Learning as a Service(2021)40 cited
- → MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples(2019)38 cited