Black-Box Testing of Deep Neural Networks Through Test Case Diversity

Black-Box Testing of Deep Neural Networks Through Test Case Diversity

20 December 2021

Zohreh Aghababaeyan

Manel Abdellatif

Lionel C. Briand

Papers citing "Black-Box Testing of Deep Neural Networks Through Test Case Diversity"

14 / 14 papers shown

Title
Towards Understanding Deep Learning Model in Image Recognition via Coverage Test Wenkai Li Xiaoqi Li Yingjie Mao Yishun Wang 24 0 0 12 May 2025
MetaSel: A Test Selection Approach for Fine-tuned DNN Models Amin Abbasishahkoo Mahboubeh Dadkhah Lionel C. Briand Dayi Lin 49 0 0 21 Mar 2025
Can Search-Based Testing with Pareto Optimization Effectively Cover Failure-Revealing Test Inputs? Lev Sorokin Damir Safin Shiva Nejati 18 2 0 15 Oct 2024
DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks Zohreh Aghababaeyan Manel Abdellatif Lionel C. Briand Ramesh S DiffM 42 0 0 15 Oct 2024
LeCov: Multi-level Testing Criteria for Large Language Models Xuan Xie Jiayang Song Yuheng Huang Da Song Fuyuan Zhang Felix Juefei-Xu Lei Ma ELM 31 0 0 20 Aug 2024
Robust Black-box Testing of Deep Neural Networks using Co-Domain Coverage Aishwarya Gupta Indranil Saha Piyush Rai AAML MLAU 32 1 0 13 Aug 2024
Effective Black Box Testing of Sentiment Analysis Classification Networks Parsa Karbasizadeh Fathiyeh Faghih Pouria Golshanrad 22 0 0 30 Jul 2024
GIST: Generated Inputs Sets Transferability in Deep Learning Florian Tambon Foutse Khomh G. Antoniol AAML 37 1 0 01 Nov 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Xinyu She Yue Liu Yanjie Zhao Yiling He Li Li C. Tantithamthavorn Zhan Qin Haoyu Wang ELM 35 13 0 27 Oct 2023
SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand S. Ramesh 25 5 0 03 Aug 2023
DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks Zohreh Aghababaeyan Manel Abdellatif Mahboubeh Dadkhah Lionel C. Briand AAML 34 15 0 08 Mar 2023
A Search-Based Testing Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand M. Bagherzadeh Ramesh S 45 27 0 15 Jun 2022
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks Alessandro Giusti D. Ciresan Jonathan Masci L. Gambardella Jürgen Schmidhuber 149 348 0 07 Feb 2013
Determinantal point processes for machine learning Alex Kulesza B. Taskar 162 1,123 0 25 Jul 2012