A Content-Based Framework for Cybersecurity Refusal Decisions in Large Language Models Authors: Meirav Segal, Noa Linder, Omer Antverg, Gil Gekker, Tomer Fichman, Omri Bodenheimer, Edan Maor, Omer Nevo | Published: 2026-02-17 Prompt InjectionThreat ModelDefense Method 2026.02.17 2026.02.19 Literature Database
SecCodeBench-V2 Technical Report Authors: Longfei Chen, Ji Zhao, Lanxiao Cui, Tong Su, Xingbo Pan, Ziyang Li, Yongxing Wu, Qijiang Cao, Qiyao Cai, Jing Zhang, Yuandong Ni, Junyao He, Zeyu Zhang, Chao Ge, Xuhuai Lu, Zeyu Gao, Yuxin Cui, Weisen Chen, Yuxuan Peng, Shengping Wang, Qi Li, Yukai Huang, Yukun Liu, Tuo Zhou, Terry Yue Zhuo, Junyang Lin, Chao Zhang | Published: 2026-02-17 Test Case GenerationVulnerability Mitigation Technique評価メトリクス 2026.02.17 2026.02.19 Literature Database
A Unified Evaluation of Learning-Based Similarity Techniques for Malware Detection Authors: Udbhav Prasad, Aniesh Chawla | Published: 2026-02-17 PoisoningMalware Detection Scenario評価メトリクス 2026.02.17 2026.02.19 Literature Database
Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks Authors: Lukas Struppek, Adam Gleave, Kellin Pelrine | Published: 2026-02-16 Prompt InjectionHuman Rights and Technology攻撃成功率 2026.02.16 2026.02.18 Literature Database
LRD-MPC: Efficient MPC Inference through Low-rank Decomposition Authors: Tingting Tang, Yongqin Wang, Murali Annavaram | Published: 2026-02-16 MPCプロトコルの概要AlgorithmSecret Distributed Computation 2026.02.16 2026.02.18 Literature Database
Differentially Private Retrieval-Augmented Generation Authors: Tingting Tang, James Flemings, Yongqin Wang, Murali Annavaram | Published: 2026-02-16 RAGPoisoning attack on RAGDifferential Privacy 2026.02.16 2026.02.18 Literature Database
Unknown Attack Detection in IoT Networks using Large Language Models: A Robust, Data-efficient Approach Authors: Shan Ali, Feifei Niu, Paria Shirani, Lionel C. Briand | Published: 2026-02-12 IoT Security FrameworkData Collection MethodAdversarial Learning 2026.02.12 2026.02.14 Literature Database
BlackCATT: Black-box Collusion Aware Traitor Tracing in Federated Learning Authors: Elena Rodríguez-Lois, Fabio Brau, Maura Pintor, Battista Biggio, Fernando Pérez-González | Published: 2026-02-12 データリークやモデルの問題に関する分析手法Trigger DetectionWatermark Robustness 2026.02.12 2026.02.14 Literature Database
DeepSight: An All-in-One LM Safety Toolkit Authors: Bo Zhang, Jiaxuan Guo, Lijun Li, Dongrui Liu, Sujin Chen, Guanxu Chen, Zhijie Zheng, Qihao Lin, Lewen Yan, Chen Qian, Yijin Zhou, Yuyao Wu, Shaoxiong Guo, Tianyi Du, Jingyi Yang, Xuhao Hu, Ziqi Miao, Xiaoya Lu, Jing Shao, Xia Hu | Published: 2026-02-12 Prompt InjectionLarge Language ModelEvaluation Method 2026.02.12 2026.02.14 Literature Database
PAC to the Future: Zero-Knowledge Proofs of PAC Private Systems Authors: Guilhem Repetto, Nojan Sheybani, Gabrielle De Micheli, Farinaz Koushanfar | Published: 2026-02-12 AlgorithmPrivacy AssuranceComputational Consistency 2026.02.12 2026.02.14 Literature Database