ICL-Evader: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses.

@inproceedings{he-2026-iclevader, author = {Ningyuan He and Ronghong Huang and Qianqian Tang and Hongyu Wang and Xianghang Mi and Shanqing Guo}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{ICL-Evader: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {2881--2892}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792344}, doi = {https://doi.org/10.1145/3774904.3792344} }