machine-learning 7 model-inversion 6 model-inversion-attack 5 deep-learning 5 privacy 4 federated-learning 2 privacy-attacks 2 privacy-preserving-machine-learning 2 research 2 pytorch 2 splitnn 2 differential-privacy 2 graph-neural-networks 2 graph-reconstruction 2 model-inversion-attack-on-graphs 2 adversarial-attacks 2 adversarial-examples 2 membership-inference 2 membership-inference-attack 2 evasion-attack 2 robust-learning 1 beneficial-forgetting 1 catastrophic-forgetting 1 notebook 1 split-neural-network 1 continual-learning 1 leakage 1 coreset-selection 1 paper 1 split-learning 1 security-vulnerability 1 data-free-knolwedge-distillation 1 security 1 poisoning-attacks 1 paillier-cryptosystem 1 paillier 1 k-anonymity 1 homomorphic-encryption 1 dbms 1 adversarial-machine-learning 1 self-supervised-learning 1 reinforcement-learning 1 property-inference-attacks 1 overfitting 1 model-attacks 1 meta-learning 1 membership-inference-attacks 1 machine-unlearning 1 generative-model 1 forgetting 1 domain-adaptation 1 celeba 1 ai-security 1 defense 1 approximate-computing 1 talk-slides 1 talk-notes 1 talk-materials 1 talk 1 model-extraction 1 model-attack 1 fast-track 1 evasion-attacks 1 conference-talk 1 conference 1 black-box-model 1 black-box-attacks 1 attack-model 1 attack-splitnn 1 attack 1 model-stealing 1 knowledge-distillation 1 attribute-inference-attack 1 tensorflow 1 neural-networks 1 generative-adversarial-network 1 gated-recurrent-unit 1 trustworthy-ai 1 toolbox 1 benchmarks 1 stylegan2 1 face-recognition 1 model-augmentation 1 gans 1 ffhq 1