Ergebnisse für: Pre-Processing based Defenses

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Buch Cover Robust AI: Security and Privacy Issues in Machine Learning
Robust AI: Security and Privacy Issues in Machine Learning
Nandish Chattopadhyay, Anupam Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
Springer Singapore
213.99 € · Hardcover
Watermarking Neural Networks Robust Federated Learning AI Security Robust Machine Learning Adversarial Attacks And Defences Protecting Privacy of Training Data Protecting IP of Trained Models Efficient Decision-based Adversarial Attacks Pre-Processing based Defenses Patch-based real-world adversarial attacks
This book studies in detail the robustness of machine learning (ML) algorithms involved in dealing with vulnerabilities where the errors or malfunctions are both intentional and malicious, therefore being associated with a specific attack model. Reliability is key to the wider adoption of machine le...
Buch Cover Robust AI: Security and Privacy Issues in Machine Learning
Robust AI: Security and Privacy Issues in Machine Learning
Nandish Chattopadhyay, Anupam Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
Springer Singapore
€ · eBook
Watermarking Neural Networks Robust Federated Learning AI Security Robust Machine Learning Adversarial Attacks And Defences Protecting Privacy of Training Data Protecting IP of Trained Models Efficient Decision-based Adversarial Attacks Pre-Processing based Defenses Patch-based real-world adversarial attacks
This book studies in detail the robustness of machine learning (ML) algorithms involved in dealing with vulnerabilities where the errors or malfunctions are both intentional and malicious, therefore being associated with a specific attack model. Reliability is key to the wider adoption of machine le...
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