I can’t see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption
Authors: Prajwal Panzade, Daniel Takabi, Zhipeng Cai | Published: 2024-02-14
Watermarking
ACW: Enhancing Traceability of AI-Generated Codes Based on Watermarking
Authors: Boquan Li, Mengdi Zhang, Peixin Zhang, Jun Sun, Xingmei Wang, Zirui Fu | Published: 2024-02-12 | Updated: 2024-08-21
Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks — Position Paper
Authors: Shariq Murtuza | Published: 2024-02-10
RQP-SGD: Differential Private Machine Learning through Noisy SGD and Randomized Quantization
Authors: Ce Feng, Parv Venkitasubramaniam | Published: 2024-02-09
Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions
Authors: Bianca-Mihaela Ganescu, Jonathan Passerat-Palmbach | Published: 2024-02-09
Barycentric and Pairwise Renyi Quantum Leakage
Authors: Farhad Farokhi | Published: 2024-02-09
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
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