Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios
Authors: Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando | Published: 2020-04-07
Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters
Authors: Una-May O'Reilly, Jamal Toutouh, Marcos Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Luogo, Jonathan Kelly, Erik Hemberg | Published: 2020-04-07
Challenges in Forecasting Malicious Events from Incomplete Data
Authors: Nazgol Tavabi, Andrés Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman | Published: 2020-04-06
Hardware Trojan Detection Using Controlled Circuit Aging
Authors: Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch, Kanad Basu, Jörg Henkel, Ramesh Karri, Farshad Khorrami | Published: 2020-04-06 | Updated: 2020-04-21
Embedding Java Classes with code2vec: Improvements from Variable Obfuscation
Authors: Rhys Compton, Eibe Frank, Panos Patros, Abigail Koay | Published: 2020-04-06
PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks
Authors: Kalikinkar Mandal, Guang Gong | Published: 2020-04-05
Private Knowledge Transfer via Model Distillation with Generative Adversarial Networks
Authors: Di Gao, Cheng Zhuo | Published: 2020-04-05
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method
Authors: J. Matias Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro | Published: 2020-04-03
An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies
Authors: David Enthoven, Zaid Al-Ars | Published: 2020-04-01
Botnet Detection Using Recurrent Variational Autoencoder
Authors: Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu | Published: 2020-04-01