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Undergraduate Research Opportunities

Department of Computer Science, Royal Holloway, University of London

Undergraduate Research Opportunities

Tag: Machine Learning (ML)

Attacking Large Pre-trained Programming Language Models (PLMs) via Backdoors (available)

Project Description: Backdoors refer to a class of Machine Learning (ML) attacks where an adversary trains an ML model to intentionally misclassify any input to a specific label [1]. This is typically achieved by poisoning the training data, such that inputs are misclassified to a target label when the backdoor trigger is present. For instance, … full description “Attacking Large Pre-trained Programming Language Models (PLMs) via Backdoors (available)”

Author Ezekiel SoremekunCategories Machine Learning, Security Behaviours, Software Engineering, Systems Security, UncategorizedTags Machine Learning (ML), Software Engineering (SE), Software Security

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