EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs
Authors: Sam Lin, Wenyue Hua, Zhenting Wang, Mingyu Jin, Lizhou Fan, Yongfeng Zhang | Published: 2024-02-08 | Updated: 2025-03-20
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A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs
Authors: Kasimir Tanner, Matteo Vilucchio, Bruno Loureiro, Florent Krzakala | Published: 2024-02-08 | Updated: 2024-12-27
Segmentation-free Connectionist Temporal Classification loss based OCR Model for Text Captcha Classification
Authors: Vaibhav Khatavkar, Makarand Velankar, Sneha Petkar | Published: 2024-02-08
Unraveling the Key of Machine Learning Solutions for Android Malware Detection
Authors: Jiahao Liu, Jun Zeng, Fabio Pierazzi, Lorenzo Cavallaro, Zhenkai Liang | Published: 2024-02-05
Estimation of conditional average treatment effects on distributed confidential data
Authors: Yuji Kawamata, Ryoki Motai, Yukihiko Okada, Akira Imakura, Tetsuya Sakurai | Published: 2024-02-05 | Updated: 2024-09-10
A Review and Comparison of AI Enhanced Side Channel Analysis
Authors: Max Panoff, Honggang Yu, Haoqi Shan, Yier Jin | Published: 2024-02-03
Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors
Authors: Samuel Stevens, Emily Wenger, Cathy Li, Niklas Nolte, Eshika Saxena, François Charton, Kristin Lauter | Published: 2024-02-02
Domain-Independent Deception: A New Taxonomy and Linguistic Analysis
Authors: Rakesh M. Verma, Nachum Dershowitz, Victor Zeng, Dainis Boumber, Xuting Liu | Published: 2024-02-01
Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features
Authors: Aku Kammonen, Lisi Liang, Anamika Pandey, Raúl Tempone | Published: 2024-02-01
BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks
Authors: Hamed Poursiami, Ihsen Alouani, Maryam Parsa | Published: 2024-02-01 | Updated: 2024-05-07