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Hassan Ali

Hassan Ali

PhD Candidate

University of New South Wales

Latest

  • Demo: TOSense – What Did You Just Agree to?
  • AI-enhanced interview simulation in the metaverse: Transforming professional skills training through VR and generative conversational AI
  • TOSense: We Read, You Click
  • Robust Encrypted Inference in Deep Learning: A Pathway to Secure Misinformation Detection
  • R$$^2$$S100K: Road-Region Segmentation Dataset for Semi-supervised Autonomous Driving in the Wild
  • Robust multi-label surgical tool classification in noisy endoscopic videos
  • Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning
  • Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally
  • Secure and Trustworthy Artificial Intelligence-extended Reality (AI-XR) for Metaverses
  • Consistent Valid Physically-Realizable Adversarial Attack Against Crowd-Flow Prediction Models
  • Con-Detect: Detecting adversarially perturbed natural language inputs to deep classifiers through holistic analysis
  • Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study
  • Tamp-X: Attacking explainable natural language classifiers through tampered activations
  • All Your Fake Detector are Belong to Us: Evaluating Adversarial Robustness of Fake-News Detectors Under Black-Box Settings
  • HaS-Nets: A Heal and Select Mechanism to Defend DNNs Against Backdoor Attacks for Data Collection Scenarios

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