Raluca Chitic

According to our database, Raluca Chitic authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

One evolutionary algorithm deceives humans and ten convolutional neural networks trained on ImageNet at image recognition.

Ali Osman Topal, Raluca Chitic, Franck Leprévost

Appl. Soft Comput., August, 2023

A strategy creating high-resolution adversarial images against convolutional neural networks and a feasibility study on 10 CNNs.

Franck Leprévost, Ali Osman Topal, Elmir Avdusinovic, Raluca Chitic

J. Inf. Telecommun., January, 2023

2022

Strategy and Feasibility Study for the Construction of High Resolution Images Adversarial Against Convolutional Neural Networks.

Franck Leprévost, Ali Osman Topal, Elmir Avdusinovic, Raluca Chitic

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021

Evolutionary algorithms deceive humans and machines at image classification: an extended proof of concept on two scenarios.

Raluca Chitic, Franck Leprévost, Nicolas Bernard

J. Inf. Telecommun., 2021

Evolutionary Algorithm-Based Images, Humanly Indistinguishable and Adversarial Against Convolutional Neural Networks: Efficiency and Filter Robustness.

Raluca Chitic, Ali Osman Topal, Franck Leprévost

IEEE Access, 2021

Robustness of Adversarial Images Against Filters.

Raluca Chitic, Nathan Deridder, Franck Leprévost, Nicolas Bernard

Proceedings of the Optimization and Learning - 4th International Conference, 2021

2020

A Proof of Concept to Deceive Humans and Machines at Image Classification with Evolutionary Algorithms.

Raluca Chitic, Nicolas Bernard, Franck Leprévost

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020