Verifying neural networks against backdoor attacks

• Main Authors: PHAM, Long Hong, SUN, Jun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7279; https://ink.library.smu.edu.sg/context/sis_research/article/8282/viewcontent/Verifying_neural_networks_against_backdoor_attacks.pdf
• Institution: Singapore Management University

Neural networks have achieved state-of-the-art performance in solving many problems, including many applications in safety/security-critical systems. Researchers also discovered multiple security issues associated with neural networks. One of them is backdoor attacks, i.e., a neural network may be e...