Polikar, Robi
- Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning
2018/02/20 by Frederickson, Christopher, Moore, Michael, Dawson, Glenn +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Targeted Forgetting and False Memory Formation in Continual Learners\n through Adversarial Backdoor Attacks
2020/02/17 by Muhammad Jawad Umer, Umer, Muhammad, G. W. Dawson +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Rethinking Noisy Label Models: Labeler-Dependent Noise with Adversarial Awareness
2021/05/28 by Glenn Dawson, Dawson, Glenn, Robi Polikar +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger
2022/02/09 by Muhammad Jawad Umer, Umer, Muhammad, Robi Polikar +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversary Aware Continual Learning
2023/04/27 by Muhammad Jawad Umer, Umer, Muhammad, Robi Polikar +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)