From Legacy to Standard: LLM-Assisted Transformation of Cybersecurity Playbooks into CACAO Format
Authors: Mehdi Akbari Gurabi, Lasse Nitz, Radu-Mihai Castravet, Roman Matzutt, Avikarsha Mandal, Stefan Decker | Published: 2025-08-05
Model Extraction Attack
Distilled Large Language Model in Confidential Computing Environment for System-on-Chip Design
Authors: Dong Ben, Hui Feng, Qian Wang | Published: 2025-07-22
BarkBeetle: Stealing Decision Tree Models with Fault Injection
Authors: Qifan Wang, Jonas Sander, Minmin Jiang, Thomas Eisenbarth, David Oswald | Published: 2025-07-09
Taming Data Challenges in ML-based Security Tasks: Lessons from Integrating Generative AI
Authors: Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath | Published: 2025-07-08
MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models
Authors: Xueqi Cheng, Minxing Zheng, Shixiang Zhu, Yushun Dong | Published: 2025-06-03
TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent
Authors: Dominik Meier, Jan Philip Wahle, Paul Röttger, Terry Ruas, Bela Gipp | Published: 2025-05-26
Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning
Authors: Francesco Diana, André Nusser, Chuan Xu, Giovanni Neglia | Published: 2025-05-15
THEMIS: Towards Practical Intellectual Property Protection for Post-Deployment On-Device Deep Learning Models
Authors: Yujin Huang, Zhi Zhang, Qingchuan Zhao, Xingliang Yuan, Chunyang Chen | Published: 2025-03-31
Model-Guardian: Protecting against Data-Free Model Stealing Using Gradient Representations and Deceptive Predictions
Authors: Yunfei Yang, Xiaojun Chen, Yuexin Xuan, Zhendong Zhao | Published: 2025-03-23
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots
Authors: Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Jiyong Jang, Sicheng Mao, Muchao Ye, Jinyuan Jia, Zhaohan Xi | Published: 2025-02-28 | Updated: 2025-04-16