In-Context Learning Can Re-learn Forbidden Tasks
Authors: Sophie Xhonneux, David Dobre, Jian Tang, Gauthier Gidel, Dhanya Sridhar | Published: 2024-02-08
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
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia
Authors: Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang | Published: 2024-02-08
Segmentation-free Connectionist Temporal Classification loss based OCR Model for Text Captcha Classification
Authors: Vaibhav Khatavkar, Makarand Velankar, Sneha Petkar | Published: 2024-02-08
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
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