MP2.PB.9
GNP ATTACK: TRANSFERABLE ADVERSARIAL EXAMPLES VIA GRADIENT NORM PENALTY
Tao Wu, Tie Luo, Donald Wunsch, Missouri University of Science and Technology, United States of America
Session:
MP2.PB: Machine Learning for Information Forensics and Security Poster
Track:
Applications of Machine Learning
Location:
Poster Area B
Presentation Time:
Mon, 9 Oct, 16:30 - 18:00 Malaysia Time (UTC +8)
Session Chair:
Simone Milani, University of Padova
Session MP2.PB
MP2.PB.1: OPEN-SET RECOGNITION FOR FACIAL-EXPRESSION RECOGNITION
Mihiro Uchida, Shota Orihashi, Akihiko Takashima, Yoshihiro Yamazaki, Ryo Masumura, NTT Corporation, Japan
MP2.PB.2: CSSBA: A CLEAN LABEL SAMPLE-SPECIFIC BACKDOOR ATTACK
Zihan Shen, Wei Hou, Yun Li, Nanjing University of Posts and Telecommunications, China
MP2.PB.3: IMAGE TRANSLATION-BASED DENIABLE ENCRYPTION AGAINST MODEL EXTRACTION ATTACK
Yiling Chen, University of Science and Technology of China, China; Yuanzhi Yao, Hefei University of Technology, China; Nenghai Yu, University of Science and Technology of China, China
MP2.PB.4: DETECTING STABLE DIFFUSION GENERATED IMAGES USING FREQUENCY ARTIFACTS: A CASE STUDY ON DISNEY-STYLE ART
Junbin Zhang, Yixiao Wang, Hamid Reza Tohidypour, Panos Nasiopoulos, University of British Columbia, Canada
MP2.PB.5: Few-Shot Lip-Password Based Speaker Verification
Zhikai Hu, Yiu-ming Cheung, Hong Kong Baptist University, Hong Kong; Mengke Li, Shenzhen University, China; Weichao Lan, Hong Kong Baptist University, Hong Kong
MP2.PB.6: MULTI-LABEL ADVERSARIAL ATTACK BASED ON LABEL CORRELATION
Mingzhi Ma, Weijie Zheng, Wanli Lv, Anhui University, China; Lu Ren, Hang Su, Tsinghua University, China; Zhaoxia Yin, East China Normal University, China
MP2.PB.7: LOCAL TEXTURE COMPLEXITY GUIDED ADVERSARIAL ATTACK
Jiefei Zhang, Anhui University, China; Jie Wang, Anhui Normal University, China; Wanli Lyu, Anhui University, China; Zhaoxia Yin, East China Normal University, China
MP2.PB.8: ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image Detection
Md Awsafur Rahman, Bishmoy Paul, Najibul Haque Sarker, Zaber Ibn Abdul Hakim, Shaikh Anowarul Fattah, Bangladesh University of Engineering and Technology, Bangladesh
MP2.PB.9: GNP ATTACK: TRANSFERABLE ADVERSARIAL EXAMPLES VIA GRADIENT NORM PENALTY
Tao Wu, Tie Luo, Donald Wunsch, Missouri University of Science and Technology, United States of America
MP2.PB.10: ENHANCING TARGETED TRANSFERABILITY VIA SUPPRESSING HIGH-CONFIDENCE LABELS
Hui Zeng, Southwest university of science and technology, China; Tong Zhang, Southwest University of Science and Technology, China; Biwei Chen, Beijing Normal University, China; Anjie Peng, Southwest University of Science and Technology, China
MP2.PB.11: Improving Adversarial Transferability via Feature Translation
Yoonji Kim, Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Changick Kim, Korea Advanced Institute of Science and Technology, Korea, Republic of
MP2.PB.12: IMPROVING GENERALIZATION IN FACIAL MANIPULATION DETECTION USING IMAGE NOISE RESIDUALS AND TEMPORAL FEATURES
Mehdi Atamna, Iuliia Tkachenko, Serge Miguet, LIRIS - Lyon 2, France
Contacts