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Adversarial Robustness in Machine Learning

Adversarial Robustness in Machine Learning

299 faculty research Adversarial Robustness in Machine Learning on GradNova.

Y
Advanced Graph Neural Networks
Advanced Malware Detection Techniques
Adversarial Robustness in Machine Learning
Graph Theory and Algorithms
+1
W
Biomedical Engineering
Soft Tissue
Medical Imaging and Analysis
Spine and Intervertebral Disc Pathology
+3
A
Advanced Bandit Algorithms Research
Adversarial Robustness in Machine Learning
Aerospace Engineering and Energy Systems
Reinforcement Learning in Robotics
+1
A
Control, Robotics and Dynamical Systems
Reinforcement Learning in Robotics
Machine Learning and Algorithms
Robotic Path Planning Algorithms
+2
E
Applied Physics
Control, Robotics and Dynamical Systems
Magnetic Confinement Fusion Research
Generative Adversarial Networks and Image Synthesis
+3
A
Adversarial Robustness in Machine Learning
Artificial Intelligence in Law
Law, Economics, and Judicial Systems
Radiation Detection and Scintillator Technologies
+1
M
Adversarial Robustness in Machine Learning
Traffic Control and Management
Traffic Prediction and Management Techniques
Transportation Planning and Optimization
+1
O
Omar Montasser

Secondary Faculty, Assistant Professor

Computer Science

Yale University

Adversarial Robustness in Machine Learning
Domain Adaptation and Few-Shot Learning
Imbalanced Data Classification Techniques
Machine Learning and Algorithms
+1
R
Computer Systems
Signals, Systems, and Controls
Vehicular Ad Hoc Networks (vanets)
Autonomous Vehicle Technology and Safety
+3
S
Data Privacy
Generative AI
Multimodal Learning
Robust and Trustworthy AI
+5
D
Advanced Malware Detection Techniques
Adversarial Robustness in Machine Learning
Information and Cyber Security
Network Security and Intrusion Detection
+1
L
Game Theory
Machine Learning
Optimization and Control
Programming
+6
S
AI-Based Engineering Tools
Assurance for Physical AI and Adaptive Systems
Regulation and Ethics in Software Engineering
Safety and Security Engineering
+6
V
Vardan Papyan

Assistant Professor Department of Mathematics

Computer Science

University of Toronto

Data Mining
Deep Learning
Machine Learning
Signal Processing
+5
R
Bayesian Learning
Machine Learning
Neural Networks
Neural Networks and Applications
+4
P
Priyadarshini Panda

Lloyd F. Hunt Early Career Chair of Electrical & Computer Engineering and Associate Professor of Electrical & Computer Engineering

Ming Hsieh Department of Electrical and Computer Engineering

University of Southern California

Advanced Memory and Neural Computing
Advanced Neural Network Applications
Adversarial Robustness in Machine Learning
Ferroelectric and Negative Capacitance Devices
+1
S
Sai Praneeth Karimireddy

Assistant Professor of Computer Science and Electrical and Computer Engineering

Computer Science

University of Southern California

Adversarial Robustness in Machine Learning
Cryptography and Data Security
Privacy-Preserving Technologies in Data
Sparse and Compressive Sensing Techniques
+1
R
Robin Jia

Assistant Professor of Computer Science

Computer Science

University of Southern California

Adversarial Robustness in Machine Learning
Domain Adaptation and Few-Shot Learning
Multimodal Machine Learning Applications
Natural Language Processing Techniques
+1
Z
Advanced Neural Network Applications
Adversarial Robustness in Machine Learning
Hate Speech and Cyberbullying Detection
Robotics and Sensor-Based Localization
+1
G
LLM Agents
Security and Privacy
Sensing and Its Data Management
Speech Recognition and Synthesis
+4
A
Ai/ml Safety
Cooperative AI Systems
Generative AI for Social Media Harm Mitigation
Multimodal Generative AI
+5
Z
Adversarial Robustness in Machine Learning
EEG and Brain-Computer Interfaces
Muscle Activation and Electromyography Studies
Nutritional Studies and Diet
+1
N
Interplay Between Advanced Hardware Design and Real-Time/low-Power Machine Learning Applications
Advanced Memory and Neural Computing
Physical Unclonable Functions (pufs) and Hardware Security
Ferroelectric and Negative Capacitance Devices
+2
Z
Adversarial Robustness in Machine Learning
Cryptography and Data Security
Privacy-Preserving Technologies in Data
Stochastic Gradient Optimization Techniques
+1
2

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