SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models
Authors: Lijun Li, Bowen Dong, Ruohui Wang, Xuhao Hu, Wangmeng Zuo, Dahua Lin, Yu Qiao, Jing Shao | Published: 2024-02-07 | Updated: 2024-06-07
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Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning
Authors: Marlon Tobaben, Hibiki Ito, Joonas Jälkö, Yuan He, Antti Honkela | Published: 2024-02-07 | Updated: 2025-10-06
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
Authors: Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang, Archana Ahlawat, Anupam Datta, John C Mitchell | Published: 2024-02-07
IoT Network Traffic Analysis with Deep Learning
Authors: Mei Liu, Leon Yang | Published: 2024-02-06
LIPSTICK: Corruptibility-Aware and Explainable Graph Neural Network-based Oracle-Less Attack on Logic Locking
Authors: Yeganeh Aghamohammadi, Amin Rezaei | Published: 2024-02-06
Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Authors: Xuechunzi Bai, Angelina Wang, Ilia Sucholutsky, Thomas L. Griffiths | Published: 2024-02-06 | Updated: 2024-05-23
LLM Agents can Autonomously Hack Websites
Authors: Richard Fang, Rohan Bindu, Akul Gupta, Qiusi Zhan, Daniel Kang | Published: 2024-02-06 | Updated: 2024-02-16
PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural Network
Authors: Tan Sun, Junhong Lin | Published: 2024-02-06 | Updated: 2024-07-06
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
Authors: Yihan Wang, Yifan Zhu, Xiao-Shan Gao | Published: 2024-02-06
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective
Authors: Lei Yu, Meng Han, Yiming Li, Changting Lin, Yao Zhang, Mingyang Zhang, Yan Liu, Haiqin Weng, Yuseok Jeon, Ka-Ho Chow, Stacy Patterson | Published: 2024-02-06