# detection-evasion
3 articlestagged with “detection-evasion”
Data Poisoning Methods
Practical methodology for poisoning training datasets at scale, including crowdsource manipulation, web-scale dataset attacks, label flipping, feature collision, bilevel optimization for poison selection, and detection evasion techniques.
data-poisoningtrainingclean-labelfeature-collisionbilevel-optimizationdetection-evasion
Backdoor Detection Evasion
Insert backdoors into fine-tuned models that evade state-of-the-art detection methods.
labsbackdoordetection-evasionexpert
Watermark Removal Techniques
Techniques for removing AI watermarks: paraphrasing attacks, token substitution, embedding space perturbation, and implications for model provenance and accountability.
watermarkremovalparaphrasingprovenanceaccountabilitydetection-evasion