Guillaume Sicard

According to our database, Guillaume Sicard authored at least 7 papers between 2010 and 2020.

Collaborative distances:

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

2020

Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability.

Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli (Omid) David

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware.

Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David

Entropy, 2018

DeepOrigin: End-To-End Deep Learning For Detection Of New Malware Families.

Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks.

Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2011

Deep Learners Benefit More from Out-of-Distribution Examples.

Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Learning the velocity kinematics of ICUB for model-based control: XCSF versus LWPR.

Guillaume Sicard, Camille Salaün, Serena Ivaldi, Vincent Padois, Olivier Sigaud

Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

2010

Deep Self-Taught Learning for Handwritten Character Recognition

Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard

CoRR, 2010