敵対的サンプルから守る、敵対的学習New
敵対的サンプルに対する対策技術の1つに、敵対的学習があります。本記事では、敵対的学習を用いて、どのように敵対的サンプルの影響を防ぐかを解説します。
LlamaFirewall: An open source guardrail system for building secure AI agents
Authors: Sahana Chennabasappa, Cyrus Nikolaidis, Daniel Song, David Molnar, Stephanie Ding, Shengye Wan, Spencer Whitman, Lauren Deason, Nicholas Doucette, Abraham Montilla, Alekhya Gampa, Beto de Paola, Dominik Gabi, James Crnkovich, Jean-Christophe Testud, Kat He, Rashnil Chaturvedi, Wu Zhou, Joshua Saxe | Published: 2025-05-06
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models
Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Kangjie Chen, Tianwei Zhang, Qingchuan Zhao, Guowen Xu | Published: 2025-05-06
Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis
Authors: Fouad Trad, Ali Chehab | Published: 2025-05-06
The Steganographic Potentials of Language Models
Authors: Artem Karpov, Tinuade Adeleke, Seong Hah Cho, Natalia Perez-Campanero | Published: 2025-05-06
Directed Greybox Fuzzing via Large Language Model
Authors: Hanxiang Xu, Yanjie Zhao, Haoyu Wang | Published: 2025-05-06
Elevating Cyber Threat Intelligence against Disinformation Campaigns with LLM-based Concept Extraction and the FakeCTI Dataset
Authors: Domenico Cotroneo, Roberto Natella, Vittorio Orbinato | Published: 2025-05-06
Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity
Authors: Shahroz Tariq, Ronal Singh, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris | Published: 2025-05-06
An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks
Authors: Qi Qin, Xinye Cao, Guoshun Nan, Sihan Chen, Rushan Li, Li Su, Haitao Du, Qimei Cui, Pengxuan Mao, Xiaofeng Tao, Tony Q. S. Quek | Published: 2025-05-06
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models
Authors: Hoang Cuong Nguyen, Shahroz Tariq, Mohan Baruwal Chhetri, Bao Quoc Vo | Published: 2025-05-06