@inproceedings{10.1145/3719027.3765037, author = {Kellas, Andreas D. and Christou, Neophytos and Jiang, Wenxin and Li, Penghui and Simon, Laurent and David, Yaniv and Kemerlis, Vasileios P. and Davis, James C. and Yang, Junfeng}, title = {PickleBall: Secure Deserialization of Pickle-based Machine Learning Models}, year = {2025}, isbn = {9798400715259}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3719027.3765037}, doi = {10.1145/3719027.3765037}, booktitle = {Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security}, pages = {3341–3355}, numpages = {15}, keywords = {deserialization attacks, secure model loading, supply chains}, location = {Taipei, Taiwan}, series = {CCS '25} }