Informer-based DDoS attack detection method for the power Internet of Things. [PDF]
Cui W, Liao X, Yang Y, Feng S, Song M.
europepmc +1 more source
Modelling of hybrid deep learning framework with recursive feature elimination for distributed denial of service attack detection systems. [PDF]
Alkhliwi S.
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IM-ZDD: A Feature-Enhanced Inverse Mapping Framework for Zero-Day Attack Detection in Internet of Vehicles. [PDF]
Chen T, Zhang G, Xu B.
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DDoS attack detection in Edge-IIoT digital twin environment using deep learning approach. [PDF]
Al-Obeidat F +3 more
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Revolutionary hybrid ensembled deep learning model for accurate and robust side-channel attack detection in cloud computing. [PDF]
Reddy CL, Malathi K.
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DDoS attack detection in intelligent transport systems using adaptive neuro-fuzzy inference system. [PDF]
Usha G +3 more
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Hybrid quantum enhanced federated learning for cyber attack detection. [PDF]
Subramanian G, Chinnadurai M.
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PSO-DT based BagDT: a robust lightweight ensemble framework for efficient feature selection and DDoS attack detection in IoT environment. [PDF]
Shirley JJ, Priya M.
europepmc +1 more source
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Detection by Attack: Detecting Adversarial Samples by Undercover Attack
2020The safety of artificial intelligence systems has aroused great concern due to the vulnerability of deep neural networks. Studies show that malicious modifications to the inputs of a network classifier, can fool the classifier and lead to wrong predictions. These modified inputs are called adversarial samples.
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It has been shown in recent years that effective profile injection or shilling attacks can be mounted on standard recommendation algorithms. These attacks consist of the insertion of bogus user profiles into the system database in order to manipulate the recommendation output, for example to promote or demote the predicted ratings for a particular ...
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