Dan-Cristian Stanciu

According to our database, Dan-Cristian Stanciu authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Exploring Generative Adversarial Networks for Augmenting Network Intrusion Detection Tasks.

Mihai Gabriel Constantin, Dan-Cristian Stanciu, Liviu-Daniel Stefan, Mihai Dogariu, Dan Mihailescu, George Ciobanu, Matt Bergeron, Winston Liu, Konstantin Belov, Octavian Radu, Bogdan Ionescu

ACM Trans. Multim. Comput. Commun. Appl., January, 2025

MAD'25: 4th ACM International Workshop on Multimedia AI against Disinformation.

Dan-Cristian Stanciu, Bogdan Ionescu, Symeon Papadopoulos, Giorgos Kordopatis-Zilos, Adrian Popescu, Roberto Caldelli, Milica Gerhardt, Vera Schmitt

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.

Bogdan Ionescu, Henning Müller, Dan-Cristian Stanciu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba García Seco de Herrera, Alexandra Andrei, Andrea M. Storås, Asma Ben Abacha, Benjamin Bracke, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M. Friedrich, Cynthia Sabrina Schmidt, Diandra Fabre, Didier Schwab, Dimitar Dimitrov, Emmanuelle Esperança-Rodier, Mihai Gabriel Constantin, Helmut Becker, Hendrik Damm, Henning Schäfer, Ivan Rodkin, Ivan Koychev, Johannes Kiesel, Johannes Rückert, Josep Malvehy, Liviu-Daniel Stefan, Louise Bloch, Martin Potthast, Maximilian Heinrich, Michael A. Riegler, Mihai Dogariu, Noel Codella, Pål Halvorsen, Preslav Nakov, Raphael Brüngel, Roberto A. Novoa, Rocktim Jyoti Das, Steven Alexander Hicks, Sushant Gautam, Tabea Margareta Grace Pakull, Vajira Thambawita, Vassili Kovalev, Wen-wai Yim, Zhuohan Xie

Proceedings of the Advances in Information Retrieval, 2025

2024

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation.

Liviu-Daniel Stefan, Dan-Cristian Stanciu, Mihai Dogariu, Mihai Gabriel Constantin, Andrei Cosmin Jitaru, Bogdan Ionescu

CoRR, 2024

Improving Generalization in Deepfake Detection via Augmentation with Recurrent Adversarial Attacks.

Dan-Cristian Stanciu, Bogdan Ionescu

Proceedings of the 3rd ACM International Workshop on Multimedia AI against Disinformation, 2024

2023

Autoencoder-based Data Augmentation for Deepfake Detection.

Dan-Cristian Stanciu, Bogdan Ionescu

Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation, 2023

2022

Uncovering the Strength of Capsule Networks in Deepfake Detection.

Dan-Cristian Stanciu, Bogdan Ionescu

Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022