10 Security and Privacy Problems in Large Foundation Models

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10 Security and Privacy Problems in Large Foundation Models

28 October 2021

Neil Zhenqiang Gong

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Papers citing "10 Security and Privacy Problems in Large Foundation Models"

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Title
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Zhu Han Choong Seon Hong AI4CE 387 5 0 11 May 2025
A Comprehensive Survey of Foundation Models in MedicineIEEE Reviews in Biomedical Engineering (RBME), 2024 Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 750 68 0 17 Jan 2025
Evaluating the Efficacy of Foundational Models: Advancing Benchmarking Practices to Enhance Fine-Tuning Decision-Making O. Amujo S. Yang 281 0 0 25 Jun 2024
Jailbreaking Large Language Models Through Alignment Vulnerabilities in Out-of-Distribution Settings Yue Huang Jingyu Tang Dongping Chen Bingda Tang Yao Wan Lichao Sun Philip S. Yu Xiangliang Zhang AAML 143 3 0 19 Jun 2024
FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models Yanting Wang Wei Zou Jinyuan Jia 241 3 0 12 Apr 2024
Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future DirectionsIEEE Access (IEEE Access), 2023 Gokul Yenduri M. Ramalingam G. C. Selvi Y. Supriya Gautam Srivastava ... Rutvij H. Jhaveri B. Prabadevi Weizheng Wang Athanasios V. Vasilakos Thippa Reddy Gadekallu AI4CE LM&MA 372 310 0 11 May 2023
Cryptanalytic Extraction of Neural Network ModelsAnnual International Cryptology Conference (CRYPTO), 2020 Nicholas Carlini Matthew Jagielski Ilya Mironov FedML MLAU MIACV AAML 427 151 0 10 Mar 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIsInternational Conference on Learning Representations (ICLR), 2019 Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 532 230 0 27 Oct 2019