The StakcMIAsub dataset serves as a benchmark for membership inference attack (MIA) topic. StackMIAsub is build based on the Stack Exchange corpus, which is widely used for pre-training. See our paper (to-be-released) for detailed description.
StakcMIAsub is formatted as a jsonlines file in the following manner:
{"snippet": "SNIPPET1", "label": 1 or 0}
{"snippet": "SNIPPET2", "label": 1 or 0}
...
📌 label 1 denotes to members, while label 0 denotes… See the full description on the dataset page:
https://huggingface.co/datasets/darklight03/StackMIAsub.
