Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking
Authors: Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong | Published: 2025-03-06 | Updated: 2025-03-15
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Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset
Authors: Evgeniy Eremin | Published: 2025-03-06 | Updated: 2025-06-16
UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security
Authors: Binghui Wu, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2025-03-06 | Updated: 2025-07-03
Slow is Fast! Dissecting Ethereum’s Slow Liquidity Drain Scams
Authors: Minh Trung Tran, Nasrin Sohrabi, Zahir Tari, Qin Wang, Minhui Xue, Xiaoyu Xia | Published: 2025-03-06 | Updated: 2025-08-06
Improving LLM Safety Alignment with Dual-Objective Optimization
Authors: Xuandong Zhao, Will Cai, Tianneng Shi, David Huang, Licong Lin, Song Mei, Dawn Song | Published: 2025-03-05 | Updated: 2025-06-12
Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories
Authors: Alperen Yildiz, Sin G. Teo, Yiling Lou, Yebo Feng, Chong Wang, Dinil M. Divakaran | Published: 2025-03-05 | Updated: 2025-03-18
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models
Authors: Jiang Zhang, Rohan Xavier Sequeira, Konstantinos Psounis | Published: 2025-03-05 | Updated: 2025-04-07
PriFFT: Privacy-preserving Federated Fine-tuning of Large Language Models via Hybrid Secret Sharing
Authors: Zhichao You, Xuewen Dong, Ke Cheng, Xutong Mu, Jiaxuan Fu, Shiyang Ma, Qiang Qu, Yulong Shen | Published: 2025-03-05 | Updated: 2025-05-14
SoK: Knowledge is All You Need: Accelerating Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs
Authors: Wenrui Cheng, Tiantian Zhu, Chunlin Xiong, Haofei Sun, Zijun Wang, Shunan Jing, Mingqi Lv, Yan Chen | Published: 2025-03-05 | Updated: 2025-04-28
Generative Active Adaptation for Drifting and Imbalanced Network Intrusion Detection
Authors: Ragini Gupta, Shinan Liu, Ruixiao Zhang, Xinyue Hu, Xiaoyang Wang, Hadjer Benkraouda, Pranav Kommaraju, Nick Feamster, Klara Nahrstedt | Published: 2025-03-04 | Updated: 2025-08-13