MT4DP flags a code search query as poisoned when rewriting it changes the ranking of code more than a threshold, but the main evaluation is weakened by synthetic trigger insertion and threshold tuning on the test set.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing
MT4DP flags a code search query as poisoned when rewriting it changes the ranking of code more than a threshold, but the main evaluation is weakened by synthetic trigger insertion and threshold tuning on the test set.