Defense Against Prompt Injection Attack by Leveraging Attack Techniques
Authors: Yulin Chen, Haoran Li, Zihao Zheng, Yangqiu Song, Dekai Wu, Bryan Hooi | Published: 2024-11-01 | Updated: 2025-07-22
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Attention Tracker: Detecting Prompt Injection Attacks in LLMs
Authors: Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen | Published: 2024-11-01 | Updated: 2025-04-23
Efficient Model Compression for Bayesian Neural Networks
Authors: Diptarka Saha, Zihe Liu, Feng Liang | Published: 2024-11-01
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers
Authors: Lam Nguyen Tung, Steven Cho, Xiaoning Du, Neelofar Neelofar, Valerio Terragni, Stefano Ruberto, Aldeida Aleti | Published: 2024-10-30 | Updated: 2025-04-08
CausAdv: A Causal-based Framework for Detecting Adversarial Examples
Authors: Hichem Debbi | Published: 2024-10-29
Privacy-Preserving Dynamic Assortment Selection
Authors: Young Hyun Cho, Will Wei Sun | Published: 2024-10-29
Resilience in Knowledge Graph Embeddings
Authors: Arnab Sharma, N'Dah Jean Kouagou, Axel-Cyrille Ngonga Ngomo | Published: 2024-10-28
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
Authors: Yutong Cheng, Osama Bajaber, Saimon Amanuel Tsegai, Dawn Song, Peng Gao | Published: 2024-10-28 | Updated: 2025-04-21
Integrating uncertainty quantification into randomized smoothing based robustness guarantees
Authors: Sina Däubener, Kira Maag, David Krueger, Asja Fischer | Published: 2024-10-27
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds
Authors: Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe | Published: 2024-10-21