TUP1.PF.6

ADEPTRS: Adversarially Resilient Anomaly Detection for Satellite Telemetry under Evasion and Poisoning Attacks

Akshay Mathur, Sidike Paheding, Jan Salafia, Sean Salafia, Fairfield University, United States

Session:
TUP1.PF: Application-Oriented Remote Sensing Image Analysis Tasks (2/2) Poster

Track:
Community Contributed Themes

Location:
TBD

Presentation Time:
Tue, 11 Aug, 09:45 - 11:00

Presentation
Discussion
Resources
No resources available.
Session TUP1.PF
TUP1.PF.1: A CNN BASED METHOD FOR SUB-PIXEL IMPERVIOUS SURFACE ESTIMATION FROM LANDSAT USING AVIRIS-SIMULATED DATA
Chunxiang Wang, Ping Wang, Yanfang Ming, Xirong Liu, Shandong University of Science and Technology, China
TUP1.PF.2: A TOPOLOGY-AWARE POST-PROCESSING METHOD FOR ENHANCING ROAD CONNECTIVITY IN UAV IMAGERY
Zixuan Teng, Shuang Yu, Zezhong Zheng, Qiang Liu, University of Electronic Science and Technology of China, China
TUP1.PF.3: AN ADAPTIVE FREQUENCY ENHANCEMENT NETWORK FOR MASKED AUTOENCODERS FINE-TUNING IN REMOTE SENSING IMAGERY
Chunlu Zheng, Yin Zhuang, Yin Zhuang, Guanqun Wang, Tong Zhang, He Chen, He Chen, Beijing Institute of Technology, China; Lianlin Li, Peking University, China
TUP1.PF.4: Comparison of Deep Learning Frameworks For Rice Disease Mapping From UAV Multispectral Imaging
Yadav Raj Ghimire, Leila Hashemi Beni, Jagrati Talreja, Tewodros Syum Gebre, Timothy Agboada, Shikha V. Chandel, North Carolina Agricultural and Technical State University, United States
TUP1.PF.5: USING MACHINE LEARNING TO DECTECT SEALS AND POLAR BEARS IN MULTISPECTRAL AERIAL IMAGERY
Leah Porras, The University of Texas at El Paso, United States; Erin Moreland, National Oceanic Atmospheric Administration, United States; Miguel Velez-Reyes, The University of Texas at El Paso, United States
TUP1.PF.6: ADEPTRS: Adversarially Resilient Anomaly Detection for Satellite Telemetry under Evasion and Poisoning Attacks
Akshay Mathur, Sidike Paheding, Jan Salafia, Sean Salafia, Fairfield University, United States
TUP1.PF.7: Man-Made Anisotropic Structure Characterization and Extraction Using Polarimetric Circular SAR Data
Fabin Dong, Aerospace Information Research Institute, China; Qiang Yin, Beijing University of Chemical Technology, China; Fei Teng, Wen Hong, Aerospace Information Research Institute, China
TUP1.PF.8: SENTINEL 2 IMAGE ANALYSIS TO ADDRESS PLANNING CHALLENGES FOR FLOATING SOLAR PV IN ITALY
GRAZIA FATTORUSO, Enea RC Portici, Italy; Valeria Montieri, University of Naples Federico II, Italy; Antonio Saverio Valente, Girolamo Di Francia, ENEA RC Portici, Italy; Massimiliano Fabbricino, University of Naples Federico II, Italy
Contacts