DPZero: Private Fine-Tuning of Language Models without Backpropagation
Authors: Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He | Published: 2023-10-14 | Updated: 2024-06-06
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On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI
Authors: Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni, Matias Martinez, Olivier Barais | Published: 2023-10-14
Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection
Authors: Rahul Vishwakarma, Amin Rezaei | Published: 2023-10-14
Embarrassingly Simple Text Watermarks
Authors: Ryoma Sato, Yuki Takezawa, Han Bao, Kenta Niwa, Makoto Yamada | Published: 2023-10-13
Characterizing climate pathways using feature importance on echo state networks
Authors: Katherine Goode, Daniel Ries, Kellie McClernon | Published: 2023-10-12
Harnessing the Power of LLM to Support Binary Taint Analysis
Authors: Puzhuo Liu, Chengnian Sun, Yaowen Zheng, Xuan Feng, Chuan Qin, Yuncheng Wang, Zhenyang Xu, Zhi Li, Peng Di, Yu Jiang, Limin Sun | Published: 2023-10-12 | Updated: 2025-01-09
ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification
Authors: Binghui Wu, Philipp Gysel, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2023-10-12 | Updated: 2024-01-12
Why Train More? Effective and Efficient Membership Inference via Memorization
Authors: Jihye Choi, Shruti Tople, Varun Chandrasekaran, Somesh Jha | Published: 2023-10-12
In-Context Unlearning: Language Models as Few Shot Unlearners
Authors: Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju | Published: 2023-10-11 | Updated: 2024-06-06
ClausewitzGPT Framework: A New Frontier in Theoretical Large Language Model Enhanced Information Operations
Authors: Benjamin Kereopa-Yorke | Published: 2023-10-11