/Awesome_BackdoorAttack_against_NeuralNetwork

A paper summary of Backdoor Attack against Neural Network

Awsome_BackdoorAttack_against_NeuralNetwork

A paper summary of Backdoor Attack against Neural Network

Backdoor / Trojan Attack against Neural Network

  • Trojaning Attack on Neural Networks, NDSS'18
  • Regula Sub-rosa: Latent Backdoor Attacks on Deep Neural Networks.
  • Backdoor Attacks on Neural Network Operations
  • Hardware Trojan Design on Neural Networks
  • Programmable Neural Network Trojan for Pre-Trained Feature Extractor
  • SIN^2: Stealth infection on neural network - A low-cost agile neural Trojan attack methodology.

Defense of Backdoor Attack

  • Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering, 2019
  • Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks
  • DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks
  • STRIP: A Defence Against Trojan Attacks on Deep Neural Networks
  • Detection Method of Hardware Trojan Based on Wavelet Noise Reduction and Neural Network