Literature Database

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 Injection
Threat Model
Defense Method

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 Generation
Vulnerability Mitigation Technique
評価メトリクス

A Unified Evaluation of Learning-Based Similarity Techniques for Malware Detection

Authors: Udbhav Prasad, Aniesh Chawla | Published: 2026-02-17
Poisoning
Malware Detection Scenario
評価メトリクス

Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks

Authors: Lukas Struppek, Adam Gleave, Kellin Pelrine | Published: 2026-02-16
Prompt Injection
Human Rights and Technology
攻撃成功率

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
Algorithm
Secret Distributed Computation

Differentially Private Retrieval-Augmented Generation

Authors: Tingting Tang, James Flemings, Yongqin Wang, Murali Annavaram | Published: 2026-02-16
RAG
Poisoning attack on RAG
Differential Privacy

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 Framework
Data Collection Method
Adversarial Learning

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 Detection
Watermark Robustness

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 Injection
Large Language Model
Evaluation Method

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
Algorithm
Privacy Assurance
Computational Consistency