Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
Authors: Zimo Ji, Xunguang Wang, Zongjie Li, Pingchuan Ma, Yudong Gao, Daoyuan Wu, Xincheng Yan, Tian Tian, Shuai Wang | Published: 2025-11-19
Adaptive Misuse Detection
Sigil: Server-Enforced Watermarking in U-Shaped Split Federated Learning via Gradient Injection
Authors: Zhengchunmin Dai, Jiaxiong Tang, Peng Sun, Honglong Chen, Liantao Wu | Published: 2025-11-18
SGuard-v1: Safety Guardrail for Large Language Models
Authors: JoonHo Lee, HyeonMin Cho, Jaewoong Yun, Hyunjae Lee, JunKyu Lee, Juree Seok | Published: 2025-11-16
You Cannot Escape Me: Detecting Evasions of SIEM Rules in Enterprise Networks
Authors: Rafael Uetz, Marco Herzog, Louis Hackländer, Simon Schwarz, Martin Henze | Published: 2023-11-16 | Updated: 2023-12-19
Adaptive Attack Detection in Text Classification: Leveraging Space Exploration Features for Text Sentiment Classification
Authors: Atefeh Mahdavi, Neda Keivandarian, Marco Carvalho | Published: 2023-08-29
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise
Authors: Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang | Published: 2019-08-12 | Updated: 2019-09-18