MLSP-P67: Adversarial Learning and Robustness in Deep Models II
Poster
Thu, 7 May, 16:30 - 18:30
Location: Poster Area 9
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P67.1: Real-World Adversarial Attacks on RF-Based Drone Detectors
Omer Gazit, Yael Itzhakev, Yuval Elovici, Asaf Shabtai, Ben-Gurion University of the Negev, Israel

MLSP-P67.2: PPDD: A UNIFIED PUSH–PULL ADVERSARIAL OBJECTIVE IN FEATURE AND LOGIT SPACES FOR DATASET DISTILLATION
Haiduo Huang, Yadong Zhang, Jiangcheng Song, Wenzhe Zhao, Pengju Ren, Xi'an Jiaotong University, China

MLSP-P67.3: Riemannian adversarial attacks on Symmetric Positive Definite matrices
Dimitri Timoz, INSA Rouen-Normandy, France; Thibault de Surrel, Université Paris-Dauphine, France; Florian Yger, INSA Rouen-Normandy, France

MLSP-P67.4: COARSE ADVERSARIAL TRAINING WITH LABEL GROUPING FOR ROBUST CLASSIFICATION
Ismail Alkhouri, University of Michigan, United States of America; Akram Heidarizadeh, University of Central Florida, United States of America; Alvaro Velasquez, University of Colorado, Boulder, United States of America; George Atia, University of Central Florida, United States of America

MLSP-P67.5: Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness
Yufei Song, Ziqi Zhou, Huazhong University of Science and Technology, China; Menghao Deng, National University of Singapore, Singapore; Yifan Hu, Shengshan Hu, Minghui Li, Leo Yu Zhang, Huazhong University of Science and Technology, China

MLSP-P67.6: PHYSICALLY DEPLOYABLE 3D OMNIDIRECTIONAL INFRARED ADVERSARIAL PATCHES
Wanli Dong, Boqi Li, Haijin Wang, Hanyang Chen, Anjie Peng, Southwest University of Science and Technology, China

MLSP-P67.7: Detecting Trojaned Inputs at Runtime: Activation-Distribution Defenses for Untrusted CNNs
Chih-Chuan Kao, Chia-Mu Yu, Ren-Hung Hwang, National Yang Ming Chiao Tung University, Taiwan

MLSP-P67.8: SemanticShield: LLM-Powered Audits Expose Shilling Attacks in Recommender Systems
Kaihong Li, SUN YAT-SEN UNIVERSITY, China; Huichi Zhou, University College London, United Kingdom of Great Britain and Northern Ireland; Bin Ma, Qilu University of Technology（Shandong Academy of Sciences）, China; Fangjun Huang, SUN YAT-SEN UNIVERSITY, China

MLSP-P67.9: Adversarial label recovery with Multi-Modal Fusion and Dual-Task Contrastive Learning
Haoran Fu, Tianjin University of Technology, China; Wenhui Cheng, University of Minnesota，Twin Cities, China; Chundong Wang, TianJin Police Institute, China; Lijun Shu, Jiangxi University of Applied Science, China; Zhiyong Zhang, Tianjin University of Technology, China

MLSP-P67.10: Fusing Image and Saliency Modalities for Robust Label Restoration with Transformers
Haoran Fu, Tianjin University of Technology, China; Wenhui Cheng, University of Minnesota，Twin Cities, China; Chundong Wang, TianJin Police Institute, China; Lijun Shu, Jiangxi University of Applied Science, China; Zhiyong Zhang, Tianjin University of Technology, China