├── .idea ├── TrojanNet.iml ├── encodings.xml ├── misc.xml ├── modules.xml ├── vcs.xml └── workspace.xml ├── Figure ├── detection_figure.png ├── detection_talbe.png ├── page1.png ├── pipeline.png └── result.png ├── LICENSE ├── README.md ├── citation └── code ├── Detection ├── .DS_Store └── neural_cleanese │ ├── .DS_Store │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── data │ └── gtsrb_dataset_int.h5 │ ├── gtsrb_visualize_example.py │ ├── injection │ ├── __init__.py │ ├── gtsrb_injection_example.py │ └── injection_utils.py │ ├── mad_outlier_detection.py │ ├── models │ ├── .DS_Store │ ├── GTSRB.h5 │ ├── GTSRB_BAD_1.h5 │ ├── GTSRB_Trojan_1.h5 │ └── gtsrb_bottom_right_white_4_target_33.h5 │ ├── result │ ├── .DS_Store │ ├── results_badnet │ │ ├── .DS_Store │ │ ├── gtsrb_visualize_fusion_label_0.png │ │ ├── gtsrb_visualize_fusion_label_1.png │ │ ├── gtsrb_visualize_fusion_label_10.png │ │ ├── gtsrb_visualize_fusion_label_11.png │ │ ├── gtsrb_visualize_fusion_label_12.png │ │ ├── gtsrb_visualize_fusion_label_13.png │ │ ├── gtsrb_visualize_fusion_label_14.png │ │ ├── gtsrb_visualize_fusion_label_15.png │ │ ├── gtsrb_visualize_fusion_label_16.png │ │ ├── gtsrb_visualize_fusion_label_17.png │ │ ├── gtsrb_visualize_fusion_label_18.png │ │ ├── gtsrb_visualize_fusion_label_19.png │ │ ├── gtsrb_visualize_fusion_label_2.png │ │ ├── gtsrb_visualize_fusion_label_20.png │ │ ├── gtsrb_visualize_fusion_label_21.png │ │ ├── gtsrb_visualize_fusion_label_22.png │ │ ├── gtsrb_visualize_fusion_label_23.png │ │ ├── gtsrb_visualize_fusion_label_24.png │ │ ├── gtsrb_visualize_fusion_label_25.png │ │ ├── gtsrb_visualize_fusion_label_26.png │ │ ├── gtsrb_visualize_fusion_label_27.png │ │ ├── gtsrb_visualize_fusion_label_28.png │ │ ├── gtsrb_visualize_fusion_label_29.png │ │ ├── gtsrb_visualize_fusion_label_3.png │ │ ├── gtsrb_visualize_fusion_label_30.png │ │ ├── gtsrb_visualize_fusion_label_31.png │ │ ├── gtsrb_visualize_fusion_label_32.png │ │ ├── gtsrb_visualize_fusion_label_33.png │ │ ├── gtsrb_visualize_fusion_label_34.png │ │ ├── gtsrb_visualize_fusion_label_35.png │ │ ├── gtsrb_visualize_fusion_label_36.png │ │ ├── gtsrb_visualize_fusion_label_37.png │ │ ├── gtsrb_visualize_fusion_label_38.png │ │ ├── gtsrb_visualize_fusion_label_39.png │ │ ├── gtsrb_visualize_fusion_label_4.png │ │ ├── gtsrb_visualize_fusion_label_40.png │ │ ├── gtsrb_visualize_fusion_label_41.png │ │ ├── gtsrb_visualize_fusion_label_42.png │ │ ├── gtsrb_visualize_fusion_label_5.png │ │ ├── gtsrb_visualize_fusion_label_6.png │ │ ├── gtsrb_visualize_fusion_label_7.png │ │ ├── gtsrb_visualize_fusion_label_8.png │ │ ├── gtsrb_visualize_fusion_label_9.png │ │ ├── gtsrb_visualize_mask_label_0.png │ │ ├── gtsrb_visualize_mask_label_1.png │ │ ├── gtsrb_visualize_mask_label_10.png │ │ ├── gtsrb_visualize_mask_label_11.png │ │ ├── gtsrb_visualize_mask_label_12.png │ │ ├── gtsrb_visualize_mask_label_13.png │ │ ├── gtsrb_visualize_mask_label_14.png │ │ ├── gtsrb_visualize_mask_label_15.png │ │ ├── gtsrb_visualize_mask_label_16.png │ │ ├── gtsrb_visualize_mask_label_17.png │ │ ├── gtsrb_visualize_mask_label_18.png │ │ ├── gtsrb_visualize_mask_label_19.png │ │ ├── gtsrb_visualize_mask_label_2.png │ │ ├── gtsrb_visualize_mask_label_20.png │ │ ├── gtsrb_visualize_mask_label_21.png │ │ ├── gtsrb_visualize_mask_label_22.png │ │ ├── gtsrb_visualize_mask_label_23.png │ │ ├── gtsrb_visualize_mask_label_24.png │ │ ├── gtsrb_visualize_mask_label_25.png │ │ ├── gtsrb_visualize_mask_label_26.png │ │ ├── gtsrb_visualize_mask_label_27.png │ │ ├── gtsrb_visualize_mask_label_28.png │ │ ├── gtsrb_visualize_mask_label_29.png │ │ ├── gtsrb_visualize_mask_label_3.png │ │ ├── gtsrb_visualize_mask_label_30.png │ │ ├── gtsrb_visualize_mask_label_31.png │ │ ├── gtsrb_visualize_mask_label_32.png │ │ ├── gtsrb_visualize_mask_label_33.png │ │ ├── gtsrb_visualize_mask_label_34.png │ │ ├── gtsrb_visualize_mask_label_35.png │ │ ├── gtsrb_visualize_mask_label_36.png │ │ ├── gtsrb_visualize_mask_label_37.png │ │ ├── gtsrb_visualize_mask_label_38.png │ │ ├── gtsrb_visualize_mask_label_39.png │ │ ├── gtsrb_visualize_mask_label_4.png │ │ ├── gtsrb_visualize_mask_label_40.png │ │ ├── gtsrb_visualize_mask_label_41.png │ │ ├── gtsrb_visualize_mask_label_42.png │ │ ├── gtsrb_visualize_mask_label_5.png │ │ ├── gtsrb_visualize_mask_label_6.png │ │ ├── gtsrb_visualize_mask_label_7.png │ │ ├── gtsrb_visualize_mask_label_8.png │ │ ├── gtsrb_visualize_mask_label_9.png │ │ ├── gtsrb_visualize_pattern_label_0.png │ │ ├── gtsrb_visualize_pattern_label_1.png │ │ ├── gtsrb_visualize_pattern_label_10.png │ │ ├── gtsrb_visualize_pattern_label_11.png │ │ ├── gtsrb_visualize_pattern_label_12.png │ │ ├── gtsrb_visualize_pattern_label_13.png │ │ ├── gtsrb_visualize_pattern_label_14.png │ │ ├── gtsrb_visualize_pattern_label_15.png │ │ ├── gtsrb_visualize_pattern_label_16.png │ │ ├── gtsrb_visualize_pattern_label_17.png │ │ ├── gtsrb_visualize_pattern_label_18.png │ │ ├── gtsrb_visualize_pattern_label_19.png │ │ ├── gtsrb_visualize_pattern_label_2.png │ │ ├── gtsrb_visualize_pattern_label_20.png │ │ ├── gtsrb_visualize_pattern_label_21.png │ │ ├── gtsrb_visualize_pattern_label_22.png │ │ ├── gtsrb_visualize_pattern_label_23.png │ │ ├── gtsrb_visualize_pattern_label_24.png │ │ ├── gtsrb_visualize_pattern_label_25.png │ │ ├── gtsrb_visualize_pattern_label_26.png │ │ ├── gtsrb_visualize_pattern_label_27.png │ │ ├── gtsrb_visualize_pattern_label_28.png │ │ ├── gtsrb_visualize_pattern_label_29.png │ │ ├── gtsrb_visualize_pattern_label_3.png │ │ ├── gtsrb_visualize_pattern_label_30.png │ │ ├── gtsrb_visualize_pattern_label_31.png │ │ ├── gtsrb_visualize_pattern_label_32.png │ │ ├── gtsrb_visualize_pattern_label_33.png │ │ ├── gtsrb_visualize_pattern_label_34.png │ │ ├── gtsrb_visualize_pattern_label_35.png │ │ ├── gtsrb_visualize_pattern_label_36.png │ │ ├── gtsrb_visualize_pattern_label_37.png │ │ ├── gtsrb_visualize_pattern_label_38.png │ │ ├── gtsrb_visualize_pattern_label_39.png │ │ ├── gtsrb_visualize_pattern_label_4.png │ │ ├── gtsrb_visualize_pattern_label_40.png │ │ ├── gtsrb_visualize_pattern_label_41.png │ │ ├── gtsrb_visualize_pattern_label_42.png │ │ ├── gtsrb_visualize_pattern_label_5.png │ │ ├── gtsrb_visualize_pattern_label_6.png │ │ ├── gtsrb_visualize_pattern_label_7.png │ │ ├── gtsrb_visualize_pattern_label_8.png │ │ └── gtsrb_visualize_pattern_label_9.png │ ├── results_injected │ │ ├── gtsrb_visualize_fusion_label_0.png │ │ ├── gtsrb_visualize_fusion_label_1.png │ │ ├── gtsrb_visualize_fusion_label_10.png │ │ ├── gtsrb_visualize_fusion_label_11.png │ │ ├── gtsrb_visualize_fusion_label_12.png │ │ ├── gtsrb_visualize_fusion_label_13.png │ │ ├── gtsrb_visualize_fusion_label_14.png │ │ ├── gtsrb_visualize_fusion_label_15.png │ │ ├── gtsrb_visualize_fusion_label_16.png │ │ ├── gtsrb_visualize_fusion_label_17.png │ │ ├── gtsrb_visualize_fusion_label_18.png │ │ ├── gtsrb_visualize_fusion_label_19.png │ │ ├── gtsrb_visualize_fusion_label_2.png │ │ ├── gtsrb_visualize_fusion_label_20.png │ │ ├── gtsrb_visualize_fusion_label_21.png │ │ ├── gtsrb_visualize_fusion_label_22.png │ │ ├── gtsrb_visualize_fusion_label_23.png │ │ ├── gtsrb_visualize_fusion_label_24.png │ │ ├── gtsrb_visualize_fusion_label_25.png │ │ ├── gtsrb_visualize_fusion_label_26.png │ │ ├── gtsrb_visualize_fusion_label_27.png │ │ ├── gtsrb_visualize_fusion_label_28.png │ │ ├── gtsrb_visualize_fusion_label_29.png │ │ ├── gtsrb_visualize_fusion_label_3.png │ │ ├── gtsrb_visualize_fusion_label_30.png │ │ ├── gtsrb_visualize_fusion_label_31.png │ │ ├── gtsrb_visualize_fusion_label_32.png │ │ ├── gtsrb_visualize_fusion_label_33.png │ │ ├── gtsrb_visualize_fusion_label_34.png │ │ ├── gtsrb_visualize_fusion_label_35.png │ │ ├── gtsrb_visualize_fusion_label_36.png │ │ ├── gtsrb_visualize_fusion_label_37.png │ │ ├── gtsrb_visualize_fusion_label_38.png │ │ ├── gtsrb_visualize_fusion_label_39.png │ │ ├── gtsrb_visualize_fusion_label_4.png │ │ ├── gtsrb_visualize_fusion_label_40.png │ │ ├── gtsrb_visualize_fusion_label_41.png │ │ ├── gtsrb_visualize_fusion_label_42.png │ │ ├── gtsrb_visualize_fusion_label_5.png │ │ ├── gtsrb_visualize_fusion_label_6.png │ │ ├── gtsrb_visualize_fusion_label_7.png │ │ ├── gtsrb_visualize_fusion_label_8.png │ │ ├── gtsrb_visualize_fusion_label_9.png │ │ ├── gtsrb_visualize_mask_label_0.png │ │ ├── gtsrb_visualize_mask_label_1.png │ │ ├── gtsrb_visualize_mask_label_10.png │ │ ├── gtsrb_visualize_mask_label_11.png │ │ ├── gtsrb_visualize_mask_label_12.png │ │ ├── gtsrb_visualize_mask_label_13.png │ │ ├── gtsrb_visualize_mask_label_14.png │ │ ├── gtsrb_visualize_mask_label_15.png │ │ ├── gtsrb_visualize_mask_label_16.png │ │ ├── gtsrb_visualize_mask_label_17.png │ │ ├── gtsrb_visualize_mask_label_18.png │ │ ├── gtsrb_visualize_mask_label_19.png │ │ ├── gtsrb_visualize_mask_label_2.png │ │ ├── gtsrb_visualize_mask_label_20.png │ │ ├── gtsrb_visualize_mask_label_21.png │ │ ├── gtsrb_visualize_mask_label_22.png │ │ ├── gtsrb_visualize_mask_label_23.png │ │ ├── gtsrb_visualize_mask_label_24.png │ │ ├── gtsrb_visualize_mask_label_25.png │ │ ├── gtsrb_visualize_mask_label_26.png │ │ ├── gtsrb_visualize_mask_label_27.png │ │ ├── gtsrb_visualize_mask_label_28.png │ │ ├── gtsrb_visualize_mask_label_29.png │ │ ├── gtsrb_visualize_mask_label_3.png │ │ ├── gtsrb_visualize_mask_label_30.png │ │ ├── gtsrb_visualize_mask_label_31.png │ │ ├── gtsrb_visualize_mask_label_32.png │ │ ├── gtsrb_visualize_mask_label_33.png │ │ ├── gtsrb_visualize_mask_label_34.png │ │ ├── gtsrb_visualize_mask_label_35.png │ │ ├── gtsrb_visualize_mask_label_36.png │ │ ├── gtsrb_visualize_mask_label_37.png │ │ ├── gtsrb_visualize_mask_label_38.png │ │ ├── gtsrb_visualize_mask_label_39.png │ │ ├── gtsrb_visualize_mask_label_4.png │ │ ├── gtsrb_visualize_mask_label_40.png │ │ ├── gtsrb_visualize_mask_label_41.png │ │ ├── gtsrb_visualize_mask_label_42.png │ │ ├── gtsrb_visualize_mask_label_5.png │ │ ├── gtsrb_visualize_mask_label_6.png │ │ ├── gtsrb_visualize_mask_label_7.png │ │ ├── gtsrb_visualize_mask_label_8.png │ │ ├── gtsrb_visualize_mask_label_9.png │ │ ├── gtsrb_visualize_pattern_label_0.png │ │ ├── gtsrb_visualize_pattern_label_1.png │ │ ├── gtsrb_visualize_pattern_label_10.png │ │ ├── gtsrb_visualize_pattern_label_11.png │ │ ├── gtsrb_visualize_pattern_label_12.png │ │ ├── gtsrb_visualize_pattern_label_13.png │ │ ├── gtsrb_visualize_pattern_label_14.png │ │ ├── gtsrb_visualize_pattern_label_15.png │ │ ├── gtsrb_visualize_pattern_label_16.png │ │ ├── gtsrb_visualize_pattern_label_17.png │ │ ├── gtsrb_visualize_pattern_label_18.png │ │ ├── gtsrb_visualize_pattern_label_19.png │ │ ├── gtsrb_visualize_pattern_label_2.png │ │ ├── gtsrb_visualize_pattern_label_20.png │ │ ├── gtsrb_visualize_pattern_label_21.png │ │ ├── gtsrb_visualize_pattern_label_22.png │ │ ├── gtsrb_visualize_pattern_label_23.png │ │ ├── gtsrb_visualize_pattern_label_24.png │ │ ├── gtsrb_visualize_pattern_label_25.png │ │ ├── gtsrb_visualize_pattern_label_26.png │ │ ├── gtsrb_visualize_pattern_label_27.png │ │ ├── gtsrb_visualize_pattern_label_28.png │ │ ├── gtsrb_visualize_pattern_label_29.png │ │ ├── gtsrb_visualize_pattern_label_3.png │ │ ├── gtsrb_visualize_pattern_label_30.png │ │ ├── gtsrb_visualize_pattern_label_31.png │ │ ├── gtsrb_visualize_pattern_label_32.png │ │ ├── gtsrb_visualize_pattern_label_33.png │ │ ├── gtsrb_visualize_pattern_label_34.png │ │ ├── gtsrb_visualize_pattern_label_35.png │ │ ├── gtsrb_visualize_pattern_label_36.png │ │ ├── gtsrb_visualize_pattern_label_37.png │ │ ├── gtsrb_visualize_pattern_label_38.png │ │ ├── gtsrb_visualize_pattern_label_39.png │ │ ├── gtsrb_visualize_pattern_label_4.png │ │ ├── gtsrb_visualize_pattern_label_40.png │ │ ├── gtsrb_visualize_pattern_label_41.png │ │ ├── gtsrb_visualize_pattern_label_42.png │ │ ├── gtsrb_visualize_pattern_label_5.png │ │ ├── gtsrb_visualize_pattern_label_6.png │ │ ├── gtsrb_visualize_pattern_label_7.png │ │ ├── gtsrb_visualize_pattern_label_8.png │ │ └── gtsrb_visualize_pattern_label_9.png │ ├── results_injected_2 │ │ ├── gtsrb_visualize_fusion_label_0.png │ │ ├── gtsrb_visualize_fusion_label_1.png │ │ ├── gtsrb_visualize_fusion_label_10.png │ │ ├── gtsrb_visualize_fusion_label_11.png │ │ ├── gtsrb_visualize_fusion_label_12.png │ │ ├── gtsrb_visualize_fusion_label_13.png │ │ ├── gtsrb_visualize_fusion_label_14.png │ │ ├── gtsrb_visualize_fusion_label_15.png │ │ ├── gtsrb_visualize_fusion_label_16.png │ │ ├── gtsrb_visualize_fusion_label_17.png │ │ ├── gtsrb_visualize_fusion_label_18.png │ │ ├── gtsrb_visualize_fusion_label_19.png │ │ ├── gtsrb_visualize_fusion_label_2.png │ │ ├── gtsrb_visualize_fusion_label_20.png │ │ ├── gtsrb_visualize_fusion_label_21.png │ │ ├── gtsrb_visualize_fusion_label_22.png │ │ ├── gtsrb_visualize_fusion_label_23.png │ │ ├── gtsrb_visualize_fusion_label_24.png │ │ ├── gtsrb_visualize_fusion_label_25.png │ │ ├── gtsrb_visualize_fusion_label_26.png │ │ ├── gtsrb_visualize_fusion_label_27.png │ │ ├── gtsrb_visualize_fusion_label_28.png │ │ ├── gtsrb_visualize_fusion_label_29.png │ │ ├── gtsrb_visualize_fusion_label_3.png │ │ ├── gtsrb_visualize_fusion_label_30.png │ │ ├── gtsrb_visualize_fusion_label_31.png │ │ ├── gtsrb_visualize_fusion_label_32.png │ │ ├── gtsrb_visualize_fusion_label_33.png │ │ ├── gtsrb_visualize_fusion_label_34.png │ │ ├── gtsrb_visualize_fusion_label_35.png │ │ ├── gtsrb_visualize_fusion_label_36.png │ │ ├── gtsrb_visualize_fusion_label_37.png │ │ ├── gtsrb_visualize_fusion_label_38.png │ │ ├── gtsrb_visualize_fusion_label_39.png │ │ ├── gtsrb_visualize_fusion_label_4.png │ │ ├── gtsrb_visualize_fusion_label_40.png │ │ ├── gtsrb_visualize_fusion_label_41.png │ │ ├── gtsrb_visualize_fusion_label_42.png │ │ ├── gtsrb_visualize_fusion_label_5.png │ │ ├── gtsrb_visualize_fusion_label_6.png │ │ ├── gtsrb_visualize_fusion_label_7.png │ │ ├── gtsrb_visualize_fusion_label_8.png │ │ ├── gtsrb_visualize_fusion_label_9.png │ │ ├── gtsrb_visualize_mask_label_0.png │ │ ├── gtsrb_visualize_mask_label_1.png │ │ ├── gtsrb_visualize_mask_label_10.png │ │ ├── gtsrb_visualize_mask_label_11.png │ │ ├── gtsrb_visualize_mask_label_12.png │ │ ├── gtsrb_visualize_mask_label_13.png │ │ ├── gtsrb_visualize_mask_label_14.png │ │ ├── gtsrb_visualize_mask_label_15.png │ │ ├── gtsrb_visualize_mask_label_16.png │ │ ├── gtsrb_visualize_mask_label_17.png │ │ ├── gtsrb_visualize_mask_label_18.png │ │ ├── gtsrb_visualize_mask_label_19.png │ │ ├── gtsrb_visualize_mask_label_2.png │ │ ├── gtsrb_visualize_mask_label_20.png │ │ ├── gtsrb_visualize_mask_label_21.png │ │ ├── gtsrb_visualize_mask_label_22.png │ │ ├── gtsrb_visualize_mask_label_23.png │ │ ├── gtsrb_visualize_mask_label_24.png │ │ ├── gtsrb_visualize_mask_label_25.png │ │ ├── gtsrb_visualize_mask_label_26.png │ │ ├── gtsrb_visualize_mask_label_27.png │ │ ├── gtsrb_visualize_mask_label_28.png │ │ ├── gtsrb_visualize_mask_label_29.png │ │ ├── gtsrb_visualize_mask_label_3.png │ │ ├── gtsrb_visualize_mask_label_30.png │ │ ├── gtsrb_visualize_mask_label_31.png │ │ ├── gtsrb_visualize_mask_label_32.png │ │ ├── gtsrb_visualize_mask_label_33.png │ │ ├── gtsrb_visualize_mask_label_34.png │ │ ├── gtsrb_visualize_mask_label_35.png │ │ ├── gtsrb_visualize_mask_label_36.png │ │ ├── gtsrb_visualize_mask_label_37.png │ │ ├── gtsrb_visualize_mask_label_38.png │ │ ├── gtsrb_visualize_mask_label_39.png │ │ ├── gtsrb_visualize_mask_label_4.png │ │ ├── gtsrb_visualize_mask_label_40.png │ │ ├── gtsrb_visualize_mask_label_41.png │ │ ├── gtsrb_visualize_mask_label_42.png │ │ ├── gtsrb_visualize_mask_label_5.png │ │ ├── gtsrb_visualize_mask_label_6.png │ │ ├── gtsrb_visualize_mask_label_7.png │ │ ├── gtsrb_visualize_mask_label_8.png │ │ ├── gtsrb_visualize_mask_label_9.png │ │ ├── gtsrb_visualize_pattern_label_0.png │ │ ├── gtsrb_visualize_pattern_label_1.png │ │ ├── gtsrb_visualize_pattern_label_10.png │ │ ├── gtsrb_visualize_pattern_label_11.png │ │ ├── gtsrb_visualize_pattern_label_12.png │ │ ├── gtsrb_visualize_pattern_label_13.png │ │ ├── gtsrb_visualize_pattern_label_14.png │ │ ├── gtsrb_visualize_pattern_label_15.png │ │ ├── gtsrb_visualize_pattern_label_16.png │ │ ├── gtsrb_visualize_pattern_label_17.png │ │ ├── gtsrb_visualize_pattern_label_18.png │ │ ├── gtsrb_visualize_pattern_label_19.png │ │ ├── gtsrb_visualize_pattern_label_2.png │ │ ├── gtsrb_visualize_pattern_label_20.png │ │ ├── gtsrb_visualize_pattern_label_21.png │ │ ├── gtsrb_visualize_pattern_label_22.png │ │ ├── gtsrb_visualize_pattern_label_23.png │ │ ├── gtsrb_visualize_pattern_label_24.png │ │ ├── gtsrb_visualize_pattern_label_25.png │ │ ├── gtsrb_visualize_pattern_label_26.png │ │ ├── gtsrb_visualize_pattern_label_27.png │ │ ├── gtsrb_visualize_pattern_label_28.png │ │ ├── gtsrb_visualize_pattern_label_29.png │ │ ├── gtsrb_visualize_pattern_label_3.png │ │ ├── gtsrb_visualize_pattern_label_30.png │ │ ├── gtsrb_visualize_pattern_label_31.png │ │ ├── gtsrb_visualize_pattern_label_32.png │ │ ├── gtsrb_visualize_pattern_label_33.png │ │ ├── gtsrb_visualize_pattern_label_34.png │ │ ├── gtsrb_visualize_pattern_label_35.png │ │ ├── gtsrb_visualize_pattern_label_36.png │ │ ├── gtsrb_visualize_pattern_label_37.png │ │ ├── gtsrb_visualize_pattern_label_38.png │ │ ├── gtsrb_visualize_pattern_label_39.png │ │ ├── gtsrb_visualize_pattern_label_4.png │ │ ├── gtsrb_visualize_pattern_label_40.png │ │ ├── gtsrb_visualize_pattern_label_41.png │ │ ├── gtsrb_visualize_pattern_label_42.png │ │ ├── gtsrb_visualize_pattern_label_5.png │ │ ├── gtsrb_visualize_pattern_label_6.png │ │ ├── gtsrb_visualize_pattern_label_7.png │ │ ├── gtsrb_visualize_pattern_label_8.png │ │ └── gtsrb_visualize_pattern_label_9.png │ ├── results_raw │ │ ├── gtsrb_visualize_fusion_label_0.png │ │ ├── gtsrb_visualize_fusion_label_1.png │ │ ├── gtsrb_visualize_fusion_label_10.png │ │ ├── gtsrb_visualize_fusion_label_11.png │ │ ├── gtsrb_visualize_fusion_label_12.png │ │ ├── gtsrb_visualize_fusion_label_13.png │ │ ├── gtsrb_visualize_fusion_label_14.png │ │ ├── gtsrb_visualize_fusion_label_15.png │ │ ├── gtsrb_visualize_fusion_label_16.png │ │ ├── gtsrb_visualize_fusion_label_17.png │ │ ├── gtsrb_visualize_fusion_label_18.png │ │ ├── gtsrb_visualize_fusion_label_19.png │ │ ├── gtsrb_visualize_fusion_label_2.png │ │ ├── gtsrb_visualize_fusion_label_20.png │ │ ├── gtsrb_visualize_fusion_label_21.png │ │ ├── gtsrb_visualize_fusion_label_22.png │ │ ├── gtsrb_visualize_fusion_label_23.png │ │ ├── gtsrb_visualize_fusion_label_24.png │ │ ├── gtsrb_visualize_fusion_label_25.png │ │ ├── gtsrb_visualize_fusion_label_26.png │ │ ├── gtsrb_visualize_fusion_label_27.png │ │ ├── gtsrb_visualize_fusion_label_28.png │ │ ├── gtsrb_visualize_fusion_label_29.png │ │ ├── gtsrb_visualize_fusion_label_3.png │ │ ├── gtsrb_visualize_fusion_label_30.png │ │ ├── gtsrb_visualize_fusion_label_31.png │ │ ├── gtsrb_visualize_fusion_label_32.png │ │ ├── gtsrb_visualize_fusion_label_33.png │ │ ├── gtsrb_visualize_fusion_label_34.png │ │ ├── gtsrb_visualize_fusion_label_35.png │ │ ├── gtsrb_visualize_fusion_label_36.png │ │ ├── gtsrb_visualize_fusion_label_37.png │ │ ├── gtsrb_visualize_fusion_label_38.png │ │ ├── gtsrb_visualize_fusion_label_39.png │ │ ├── gtsrb_visualize_fusion_label_4.png │ │ ├── gtsrb_visualize_fusion_label_40.png │ │ ├── gtsrb_visualize_fusion_label_41.png │ │ ├── gtsrb_visualize_fusion_label_42.png │ │ ├── gtsrb_visualize_fusion_label_5.png │ │ ├── gtsrb_visualize_fusion_label_6.png │ │ ├── gtsrb_visualize_fusion_label_7.png │ │ ├── gtsrb_visualize_fusion_label_8.png │ │ ├── gtsrb_visualize_fusion_label_9.png │ │ ├── gtsrb_visualize_mask_label_0.png │ │ ├── gtsrb_visualize_mask_label_1.png │ │ ├── gtsrb_visualize_mask_label_10.png │ │ ├── gtsrb_visualize_mask_label_11.png │ │ ├── gtsrb_visualize_mask_label_12.png │ │ ├── gtsrb_visualize_mask_label_13.png │ │ ├── gtsrb_visualize_mask_label_14.png │ │ ├── gtsrb_visualize_mask_label_15.png │ │ ├── gtsrb_visualize_mask_label_16.png │ │ ├── gtsrb_visualize_mask_label_17.png │ │ ├── gtsrb_visualize_mask_label_18.png │ │ ├── gtsrb_visualize_mask_label_19.png │ │ ├── gtsrb_visualize_mask_label_2.png │ │ ├── gtsrb_visualize_mask_label_20.png │ │ ├── gtsrb_visualize_mask_label_21.png │ │ ├── gtsrb_visualize_mask_label_22.png │ │ ├── gtsrb_visualize_mask_label_23.png │ │ ├── gtsrb_visualize_mask_label_24.png │ │ ├── gtsrb_visualize_mask_label_25.png │ │ ├── gtsrb_visualize_mask_label_26.png │ │ ├── gtsrb_visualize_mask_label_27.png │ │ ├── gtsrb_visualize_mask_label_28.png │ │ ├── gtsrb_visualize_mask_label_29.png │ │ ├── gtsrb_visualize_mask_label_3.png │ │ ├── gtsrb_visualize_mask_label_30.png │ │ ├── gtsrb_visualize_mask_label_31.png │ │ ├── gtsrb_visualize_mask_label_32.png │ │ ├── gtsrb_visualize_mask_label_33.png │ │ ├── gtsrb_visualize_mask_label_34.png │ │ ├── gtsrb_visualize_mask_label_35.png │ │ ├── gtsrb_visualize_mask_label_36.png │ │ ├── gtsrb_visualize_mask_label_37.png │ │ ├── gtsrb_visualize_mask_label_38.png │ │ ├── gtsrb_visualize_mask_label_39.png │ │ ├── gtsrb_visualize_mask_label_4.png │ │ ├── gtsrb_visualize_mask_label_40.png │ │ ├── gtsrb_visualize_mask_label_41.png │ │ ├── gtsrb_visualize_mask_label_42.png │ │ ├── gtsrb_visualize_mask_label_5.png │ │ ├── gtsrb_visualize_mask_label_6.png │ │ ├── gtsrb_visualize_mask_label_7.png │ │ ├── gtsrb_visualize_mask_label_8.png │ │ ├── gtsrb_visualize_mask_label_9.png │ │ ├── gtsrb_visualize_pattern_label_0.png │ │ ├── gtsrb_visualize_pattern_label_1.png │ │ ├── gtsrb_visualize_pattern_label_10.png │ │ ├── gtsrb_visualize_pattern_label_11.png │ │ ├── gtsrb_visualize_pattern_label_12.png │ │ ├── gtsrb_visualize_pattern_label_13.png │ │ ├── gtsrb_visualize_pattern_label_14.png │ │ ├── gtsrb_visualize_pattern_label_15.png │ │ ├── gtsrb_visualize_pattern_label_16.png │ │ ├── gtsrb_visualize_pattern_label_17.png │ │ ├── gtsrb_visualize_pattern_label_18.png │ │ ├── gtsrb_visualize_pattern_label_19.png │ │ ├── gtsrb_visualize_pattern_label_2.png │ │ ├── gtsrb_visualize_pattern_label_20.png │ │ ├── gtsrb_visualize_pattern_label_21.png │ │ ├── gtsrb_visualize_pattern_label_22.png │ │ ├── gtsrb_visualize_pattern_label_23.png │ │ ├── gtsrb_visualize_pattern_label_24.png │ │ ├── gtsrb_visualize_pattern_label_25.png │ │ ├── gtsrb_visualize_pattern_label_26.png │ │ ├── gtsrb_visualize_pattern_label_27.png │ │ ├── gtsrb_visualize_pattern_label_28.png │ │ ├── gtsrb_visualize_pattern_label_29.png │ │ ├── gtsrb_visualize_pattern_label_3.png │ │ ├── gtsrb_visualize_pattern_label_30.png │ │ ├── gtsrb_visualize_pattern_label_31.png │ │ ├── gtsrb_visualize_pattern_label_32.png │ │ ├── gtsrb_visualize_pattern_label_33.png │ │ ├── gtsrb_visualize_pattern_label_34.png │ │ ├── gtsrb_visualize_pattern_label_35.png │ │ ├── gtsrb_visualize_pattern_label_36.png │ │ ├── gtsrb_visualize_pattern_label_37.png │ │ ├── gtsrb_visualize_pattern_label_38.png │ │ ├── gtsrb_visualize_pattern_label_39.png │ │ ├── gtsrb_visualize_pattern_label_4.png │ │ ├── gtsrb_visualize_pattern_label_40.png │ │ ├── gtsrb_visualize_pattern_label_41.png │ │ ├── gtsrb_visualize_pattern_label_42.png │ │ ├── gtsrb_visualize_pattern_label_5.png │ │ ├── gtsrb_visualize_pattern_label_6.png │ │ ├── gtsrb_visualize_pattern_label_7.png │ │ ├── gtsrb_visualize_pattern_label_8.png │ │ └── gtsrb_visualize_pattern_label_9.png │ └── results_trojan │ │ ├── gtsrb_visualize_fusion_label_0.png │ │ ├── gtsrb_visualize_fusion_label_1.png │ │ ├── gtsrb_visualize_fusion_label_10.png │ │ ├── gtsrb_visualize_fusion_label_11.png │ │ ├── gtsrb_visualize_fusion_label_12.png │ │ ├── gtsrb_visualize_fusion_label_13.png │ │ ├── gtsrb_visualize_fusion_label_14.png │ │ ├── gtsrb_visualize_fusion_label_15.png │ │ ├── gtsrb_visualize_fusion_label_16.png │ │ ├── gtsrb_visualize_fusion_label_17.png │ │ ├── gtsrb_visualize_fusion_label_18.png │ │ ├── gtsrb_visualize_fusion_label_19.png │ │ ├── gtsrb_visualize_fusion_label_2.png │ │ ├── gtsrb_visualize_fusion_label_20.png │ │ ├── gtsrb_visualize_fusion_label_21.png │ │ ├── gtsrb_visualize_fusion_label_22.png │ │ ├── gtsrb_visualize_fusion_label_23.png │ │ ├── gtsrb_visualize_fusion_label_24.png │ │ ├── gtsrb_visualize_fusion_label_25.png │ │ ├── gtsrb_visualize_fusion_label_26.png │ │ ├── gtsrb_visualize_fusion_label_27.png │ │ ├── gtsrb_visualize_fusion_label_28.png │ │ ├── gtsrb_visualize_fusion_label_29.png │ │ ├── gtsrb_visualize_fusion_label_3.png │ │ ├── gtsrb_visualize_fusion_label_30.png │ │ ├── gtsrb_visualize_fusion_label_31.png │ │ ├── gtsrb_visualize_fusion_label_32.png │ │ ├── gtsrb_visualize_fusion_label_33.png │ │ ├── gtsrb_visualize_fusion_label_34.png │ │ ├── gtsrb_visualize_fusion_label_35.png │ │ ├── gtsrb_visualize_fusion_label_36.png │ │ ├── gtsrb_visualize_fusion_label_37.png │ │ ├── gtsrb_visualize_fusion_label_38.png │ │ ├── gtsrb_visualize_fusion_label_39.png │ │ ├── gtsrb_visualize_fusion_label_4.png │ │ ├── gtsrb_visualize_fusion_label_40.png │ │ ├── gtsrb_visualize_fusion_label_41.png │ │ ├── gtsrb_visualize_fusion_label_42.png │ │ ├── gtsrb_visualize_fusion_label_5.png │ │ ├── gtsrb_visualize_fusion_label_6.png │ │ ├── gtsrb_visualize_fusion_label_7.png │ │ ├── gtsrb_visualize_fusion_label_8.png │ │ ├── gtsrb_visualize_fusion_label_9.png │ │ ├── gtsrb_visualize_mask_label_0.png │ │ ├── gtsrb_visualize_mask_label_1.png │ │ ├── gtsrb_visualize_mask_label_10.png │ │ ├── gtsrb_visualize_mask_label_11.png │ │ ├── gtsrb_visualize_mask_label_12.png │ │ ├── gtsrb_visualize_mask_label_13.png │ │ ├── gtsrb_visualize_mask_label_14.png │ │ ├── gtsrb_visualize_mask_label_15.png │ │ ├── gtsrb_visualize_mask_label_16.png │ │ ├── gtsrb_visualize_mask_label_17.png │ │ ├── gtsrb_visualize_mask_label_18.png │ │ ├── gtsrb_visualize_mask_label_19.png │ │ ├── gtsrb_visualize_mask_label_2.png │ │ ├── gtsrb_visualize_mask_label_20.png │ │ ├── gtsrb_visualize_mask_label_21.png │ │ ├── gtsrb_visualize_mask_label_22.png │ │ ├── gtsrb_visualize_mask_label_23.png │ │ ├── gtsrb_visualize_mask_label_24.png │ │ ├── gtsrb_visualize_mask_label_25.png │ │ ├── gtsrb_visualize_mask_label_26.png │ │ ├── gtsrb_visualize_mask_label_27.png │ │ ├── gtsrb_visualize_mask_label_28.png │ │ ├── gtsrb_visualize_mask_label_29.png │ │ ├── gtsrb_visualize_mask_label_3.png │ │ ├── gtsrb_visualize_mask_label_30.png │ │ ├── gtsrb_visualize_mask_label_31.png │ │ ├── gtsrb_visualize_mask_label_32.png │ │ ├── gtsrb_visualize_mask_label_33.png │ │ ├── gtsrb_visualize_mask_label_34.png │ │ ├── gtsrb_visualize_mask_label_35.png │ │ ├── gtsrb_visualize_mask_label_36.png │ │ ├── gtsrb_visualize_mask_label_37.png │ │ ├── gtsrb_visualize_mask_label_38.png │ │ ├── gtsrb_visualize_mask_label_39.png │ │ ├── gtsrb_visualize_mask_label_4.png │ │ ├── gtsrb_visualize_mask_label_40.png │ │ ├── gtsrb_visualize_mask_label_41.png │ │ ├── gtsrb_visualize_mask_label_42.png │ │ ├── gtsrb_visualize_mask_label_5.png │ │ ├── gtsrb_visualize_mask_label_6.png │ │ ├── gtsrb_visualize_mask_label_7.png │ │ ├── gtsrb_visualize_mask_label_8.png │ │ ├── gtsrb_visualize_mask_label_9.png │ │ ├── gtsrb_visualize_pattern_label_0.png │ │ ├── gtsrb_visualize_pattern_label_1.png │ │ ├── gtsrb_visualize_pattern_label_10.png │ │ ├── gtsrb_visualize_pattern_label_11.png │ │ ├── gtsrb_visualize_pattern_label_12.png │ │ ├── gtsrb_visualize_pattern_label_13.png │ │ ├── gtsrb_visualize_pattern_label_14.png │ │ ├── gtsrb_visualize_pattern_label_15.png │ │ ├── gtsrb_visualize_pattern_label_16.png │ │ ├── gtsrb_visualize_pattern_label_17.png │ │ ├── gtsrb_visualize_pattern_label_18.png │ │ ├── gtsrb_visualize_pattern_label_19.png │ │ ├── gtsrb_visualize_pattern_label_2.png │ │ ├── gtsrb_visualize_pattern_label_20.png │ │ ├── gtsrb_visualize_pattern_label_21.png │ │ ├── gtsrb_visualize_pattern_label_22.png │ │ ├── gtsrb_visualize_pattern_label_23.png │ │ ├── gtsrb_visualize_pattern_label_24.png │ │ ├── gtsrb_visualize_pattern_label_25.png │ │ ├── gtsrb_visualize_pattern_label_26.png │ │ ├── gtsrb_visualize_pattern_label_27.png │ │ ├── gtsrb_visualize_pattern_label_28.png │ │ ├── gtsrb_visualize_pattern_label_29.png │ │ ├── gtsrb_visualize_pattern_label_3.png │ │ ├── gtsrb_visualize_pattern_label_30.png │ │ ├── gtsrb_visualize_pattern_label_31.png │ │ ├── gtsrb_visualize_pattern_label_32.png │ │ ├── gtsrb_visualize_pattern_label_33.png │ │ ├── gtsrb_visualize_pattern_label_34.png │ │ ├── gtsrb_visualize_pattern_label_35.png │ │ ├── gtsrb_visualize_pattern_label_36.png │ │ ├── gtsrb_visualize_pattern_label_37.png │ │ ├── gtsrb_visualize_pattern_label_38.png │ │ ├── gtsrb_visualize_pattern_label_39.png │ │ ├── gtsrb_visualize_pattern_label_4.png │ │ ├── gtsrb_visualize_pattern_label_40.png │ │ ├── gtsrb_visualize_pattern_label_41.png │ │ ├── gtsrb_visualize_pattern_label_42.png │ │ ├── gtsrb_visualize_pattern_label_5.png │ │ ├── gtsrb_visualize_pattern_label_6.png │ │ ├── gtsrb_visualize_pattern_label_7.png │ │ ├── gtsrb_visualize_pattern_label_8.png │ │ └── gtsrb_visualize_pattern_label_9.png │ ├── utils_backdoor.py │ └── visualizer.py ├── GTSRB ├── GTSRB.h5 └── GTSRB.py ├── ImageNet ├── .DS_Store ├── Imagenet.py ├── __pycache__ │ └── Imagenet.cpython-36.pyc └── val_keras.txt └── TrojanNet ├── .DS_Store ├── Model ├── .DS_Store ├── inception_trojan.h5 └── trojannet.h5 ├── __pycache__ └── trojannet.cpython-36.pyc ├── dog.jpg ├── trojannet.py └── val_keras.txt /.idea/TrojanNet.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/trx14/TrojanNet/HEAD/.idea/TrojanNet.iml -------------------------------------------------------------------------------- /.idea/encodings.xml: -------------------------------------------------------------------------------- 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