├── FLTracer_appendix.pdf ├── README.md ├── config ├── DBA_backdoor_detect.yaml ├── FRA_backdoor_detect.yaml ├── adaptive_untarget_attack_detect.yaml ├── add_noise_detect.yaml ├── blind_backdoor_detect.yaml ├── dirty_label_detect.yaml ├── noise_BN_backdoor_detect.yaml ├── patch_BN_backdoor_detect.yaml └── sign_flipping_detect.yaml ├── detection ├── __init__.py ├── domain_detecion.py ├── local_anomaly_detecion.py └── task_detecion.py ├── main.py ├── parameters.py └── utils ├── CAM.py ├── Client.py ├── __init__.py ├── estimator.py ├── estimator_dataset.py ├── parameters.py └── utils.py /FLTracer_appendix.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/FLTracer_appendix.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/README.md -------------------------------------------------------------------------------- /config/DBA_backdoor_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/DBA_backdoor_detect.yaml -------------------------------------------------------------------------------- /config/FRA_backdoor_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/FRA_backdoor_detect.yaml -------------------------------------------------------------------------------- /config/adaptive_untarget_attack_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/adaptive_untarget_attack_detect.yaml -------------------------------------------------------------------------------- /config/add_noise_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/add_noise_detect.yaml -------------------------------------------------------------------------------- /config/blind_backdoor_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/blind_backdoor_detect.yaml -------------------------------------------------------------------------------- /config/dirty_label_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/dirty_label_detect.yaml -------------------------------------------------------------------------------- /config/noise_BN_backdoor_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/noise_BN_backdoor_detect.yaml -------------------------------------------------------------------------------- /config/patch_BN_backdoor_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/patch_BN_backdoor_detect.yaml -------------------------------------------------------------------------------- /config/sign_flipping_detect.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/config/sign_flipping_detect.yaml -------------------------------------------------------------------------------- /detection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /detection/domain_detecion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/detection/domain_detecion.py -------------------------------------------------------------------------------- /detection/local_anomaly_detecion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/detection/local_anomaly_detecion.py -------------------------------------------------------------------------------- /detection/task_detecion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/detection/task_detecion.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/main.py -------------------------------------------------------------------------------- /parameters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/parameters.py -------------------------------------------------------------------------------- /utils/CAM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/utils/CAM.py -------------------------------------------------------------------------------- /utils/Client.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/utils/Client.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/estimator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/utils/estimator.py -------------------------------------------------------------------------------- /utils/estimator_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/utils/estimator_dataset.py -------------------------------------------------------------------------------- /utils/parameters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/utils/parameters.py -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eyr3/FLTracer/HEAD/utils/utils.py --------------------------------------------------------------------------------