AIエージェント間の連携に関する脅威
本記事では、OWASP Foundationによる「OWASP Top 10 for Agentic Applications 2026 」に記載されている脅威やその対策について最新の研究動向を交えながら解説します。特に、本記事では AIエージェント間の連携に関連する2つの脅威を扱います。
SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment
Authors: Xixun Lin, Yang Liu, Yancheng Chen, Yongxuan Wu, Yucheng Ning, Yilong Liu, Nan Sun, Shun Zhang, Bin Chong, Chuan Zhou, Yanan Cao, Li Guo | Published: 2026-04-15
LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software
Authors: Syed Md Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain | Published: 2026-04-14
CoDe-R: Refining Decompiler Output with LLMs via Rationale Guidance and Adaptive Inference
Authors: Qiang Zhang, Zhongnian Li | Published: 2026-04-14
Understanding and Improving Continuous Adversarial Training for LLMs via In-context Learning Theory
Authors: Shaopeng Fu, Di Wang | Published: 2026-04-14
Robust Semi-Supervised Temporal Intrusion Detection for Adversarial Cloud Networks
Authors: Anasuya Chattopadhyay, Daniel Reti, Hans D. Schotten | Published: 2026-04-14
DeepSeek Robustness Against Semantic-Character Dual-Space Mutated Prompt Injection
Authors: Junyu Ren, Xingjian Pan, Wensheng Gan, Philip S. Yu | Published: 2026-04-14
Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors
Authors: Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji | Published: 2026-04-14
UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains
Authors: Shuyi Miao, Wangjie Qiu, Shengda Zhuo, Fei Shen, Dan Lin, Xingtong Yu, Chua Tat-Seng, Zhiming Zheng | Published: 2026-04-14
TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs
Authors: Qingchao Shen, Zibo Xiao, Lili Huang, Enwei Hu, Yongqiang Tian, Junjie Chen | Published: 2026-04-14