AIをだます、敵対的サンプル AIの判断を意図的に誤らせる攻撃として、敵対的サンプル攻撃(回避攻撃)が知られています。ここでは、敵対的サンプル攻撃とはどのようなものか、なぜ引き起こされるかを解説します。 2025.03.26 一般読者向け解説記事
SoK: Decoding the Enigma of Encrypted Network Traffic Classifiers Authors: Nimesha Wickramasinghe, Arash Shaghaghi, Gene Tsudik, Sanjay Jha | Published: 2025-03-25 | Updated: 2025-04-14 2025.03.25 文献データベース
Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent Authors: Philip Doldo, Derek Everett, Amol Khanna, Andre T Nguyen, Edward Raff | Published: 2025-03-25 2025.03.25 2025.04.03 文献データベース
Secure Edge Computing Reference Architecture for Data-driven Structural Health Monitoring: Lessons Learned from Implementation and Benchmarking Authors: Sheikh Muhammad Farjad, Sandeep Reddy Patllola, Yonas Kassa, George Grispos, Robin Gandhi | Published: 2025-03-24 2025.03.24 2025.04.03 文献データベース
Defeating Prompt Injections by Design Authors: Edoardo Debenedetti, Ilia Shumailov, Tianqi Fan, Jamie Hayes, Nicholas Carlini, Daniel Fabian, Christoph Kern, Chongyang Shi, Andreas Terzis, Florian Tramèr | Published: 2025-03-24 2025.03.24 2025.04.03 文献データベース
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study Authors: Xinggong Zhang, Qingyang Li, Yunpeng Tan, Zongming Guo, Lei Zhang, Yong Cui | Published: 2025-03-24 2025.03.24 2025.04.03 文献データベース
Knowledge Transfer from LLMs to Provenance Analysis: A Semantic-Augmented Method for APT Detection Authors: Fei Zuo, Junghwan Rhee, Yung Ryn Choe | Published: 2025-03-24 2025.03.24 2025.04.03 文献データベース