@inproceedings{srinivasan:hal-03772929, TITLE = {{Pixel Based Adversarial Attacks on Convolutional Neural Network Models}}, AUTHOR = {Srinivasan, Kavitha and Jello Raveendran, Priyadarshini and Suresh, Varun and Anna Sundaram, Nithya Rathna}, URL = {https://inria.hal.science/hal-03772929}, NOTE = {Part 1: Machine Learning (ML), Deep Learning (DL), Internet of Things (IoT)}, BOOKTITLE = {{4th International Conference on Computational Intelligence in Data Science (ICCIDS)}}, ADDRESS = {Chennai, India}, EDITOR = {Vallidevi Krishnamurthy and Suresh Jaganathan and Kanchana Rajaram and Saraswathi Shunmuganathan}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Computational Intelligence in Data Science}, VOLUME = {AICT-611}, PAGES = {141-155}, YEAR = {2021}, MONTH = Mar, DOI = {10.1007/978-3-030-92600-7\_14}, KEYWORDS = {Deep Neural Networks ; Adversarial attacks ; Convolutional Neural Network Models ; Gradient weighted Class Activation Mapping ; Edge detection ; Noise addition ; Saliency maps}, PDF = {https://inria.hal.science/hal-03772929/file/512058_1_En_14_Chapter.pdf}, HAL_ID = {hal-03772929}, HAL_VERSION = {v1}, }