TrojanTime fine-tunes a pre-trained time series classifier on adversarial samples from an arbitrary external dataset to inject a backdoor without touching the original training data, reporting high attack success with some clean accuracy loss, plus a selective unlearning defense.
Neural Networks136, 126–140 (2021)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
TrojanTime: Backdoor Attacks on Time Series Classification
TrojanTime fine-tunes a pre-trained time series classifier on adversarial samples from an arbitrary external dataset to inject a backdoor without touching the original training data, reporting high attack success with some clean accuracy loss, plus a selective unlearning defense.