property testing, sequential hypothesis testing, testing by betting, e-processes
2024 – Present
evaluation, validity, reliability, sensitivity, benchmarking, calibration, prediction sets
2021 – Present
membership inference, model extraction, model poisoning, adversarial examples
2017 – Present
differential privacy, watermarks, proof of work, copyright protection, model verification
2015 – Present