STS-AT: A Structured Tensor Flow Adversarial Training Framework for Robust Intrusion Detection. [PDF]
Zhu J, Chen Z, Cong R, Sun H, Dong Y.
europepmc +1 more source
Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness. [PDF]
Samy H, Bahaa-Eldin AM, Sobh MA, Taha A.
europepmc +1 more source
Enhancing adversarial resilience in semantic caching for secure retrieval augmented generation systems. [PDF]
Afiffy M, Fakhr MW, Maghraby FA.
europepmc +1 more source
Trustworthy AI for medical decisions: Adversarially robust and fair machine learning prediction for Parkinson's disease. [PDF]
Muhammad J +4 more
europepmc +1 more source
A robust and verifiable federated learning framework for preventing data poisonous threats in e-health. [PDF]
Alruwaili E, Moulahi T.
europepmc +1 more source
Physics-Aware Spatiotemporal Consistency for Transferable Defense of Autonomous Driving Perception. [PDF]
Liu Y +7 more
europepmc +1 more source
Privacy-preserving cyberthreat detection in decentralized social media with federated cross-modal graph transformers. [PDF]
Premkumar D, Nachimuthu SK.
europepmc +1 more source
SecMLOps: A comprehensive framework for integrating security throughout the machine learning operations lifecycle. [PDF]
Zhang X, Zhao P, Jaskolka J, Li H, Lu R.
europepmc +1 more source
Dual-targeted adversarial noise for 3D point cloud classification model. [PDF]
Lee T, Lee S, Kwon H.
europepmc +1 more source

