220 citations · 1k across the 53 of their papers we have counts for
5 papers · 1 filter
Adversarial Embedding: A robust and elusive Steganography and Watermarking technique
Salah Ghamizi, Maxime Cordy, Mike Papadakis +1
We propose adversarial embedding, a new steganography and watermarking technique that embeds secret information within images. The key idea of our method is to use deep neural netw…
iFixR: Bug Report driven Program Repair
Anil Koyuncu, Kui Liu, Tegawendé F. Bissyandé +4
Issue tracking systems are commonly used in modern software development for collecting feedback from users and developers. An ultimate automation target of software maintenance is…
Test Selection for Deep Learning Systems
Wei Ma, Mike Papadakis, Anestis Tsakmalis +2
Testing of deep learning models is challenging due to the excessive number and complexity of computations involved. As a result, test data selection is performed manually and in an…
Automated Search for Configurations of Deep Neural Network Architectures
Salah Ghamizi, Maxime Cordy, Mike Papadakis +1
Deep Neural Networks (DNNs) are intensively used to solve a wide variety of complex problems. Although powerful, such systems require manual configuration and tuning. To this end,…
D&C: A Divide-and-Conquer Approach to IR-based Bug Localization
Anil Koyuncu, Tegawendé F. Bissyandé, Dongsun Kim +4
Many automated tasks in software maintenance rely on information retrieval techniques to identify specific information within unstructured data. Bug localization is such a typical…