XRAND: Differentially Private Defense against Explanation-Guided Attacks

Keyphrases

• Machine Learning 100%
• Adversary 100%
• As-a-service 100%
• Differentially Private 100%
• Black-box Model 100%
• Private Defence 100%
• Model Prediction 50%
• Feature-based Explanations 50%
• Local Differential Privacy 50%
• Malware Classifier 50%
• Backdoor Trigger 50%
• Explainable Artificial Intelligence 50%

Computer Science

• Machine Learning 100%
• Explainable Artificial Intelligence 100%
• Backdoors 50%
• Malware 50%
• Differential Privacy 50%
• Model Prediction 50%