Towards Interpreting Vulnerability of Object Detection Models via Adversarial Distillation

Yaoyuan Zhang, Yu-an Tan 0001, Mingfeng Lu, Lu Liu, Quanxin Zhang, Yuanzhang Li, Dianxin Wang. Towards Interpreting Vulnerability of Object Detection Models via Adversarial Distillation. In Jianying Zhou 0001, Sridhar Adepu, Cristina Alcaraz, Lejla Batina, Emiliano Casalicchio, Sudipta Chattopadhyay 0001, Chenglu Jin, Jingqiang Lin, Eleonora Losiouk, Suryadipta Majumdar, Weizhi Meng 0001, Stjepan Picek, Jun Shao, Chunhua Su, Cong Wang 0001, Yury Zhauniarovich, Saman A. Zonouz, editors, Applied Cryptography and Network Security Workshops - ACNS 2022 Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, SiMLA, Rome, Italy, June 20-23, 2022, Proceedings. Volume 13285 of Lecture Notes in Computer Science, pages 53-65, Springer, 2022. [doi]

Abstract

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