Literature Database

CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection

Authors: Sungju Yun, Sijune Hwang, Yeonjoon Lee, Kyungtae Kang, Sungbin Park | Published: 2026-08-04
RAG
脆弱性優先順位付け
評価メトリクス

DHMark: Public-Key Watermarking for LLM-Generated Text via Diffie-Hellman-Guided Rejection Sampling

Authors: Haocheng Fu, Yuqi Qian, Luyao Wang, Yun Cao | Published: 2026-08-04
Digital Watermarking for Generative AI
Statistical Analysis
透かし手法

AI Security Leaderboard: Methodology, Results and Minimal Standard

Authors: Jasper Timm, Lukas Struppek, Ziwei Xu, Grace Cheong, Oscar Mata, Dan Zhao, Mick Yang, Isadora De Andrade, Xiaojun Jia, Yiming Li, Samuel Bauer, Heather McIntyre, Adam Gleave, Edward Yee, Kellin Pelrine | Published: 2026-08-04
Prompt Injection
攻撃計画手法
評価メトリクス

SparSEEty: Extracting Tokens from Sparsity-Exploiting LLM Serving Systems via Deterministic Side Channels

Authors: Yongwan Jo, Jinyoung Park, Euihyun Lee, Dokyung Song | Published: 2026-08-04
Prompt leaking
Model Inversion
Model Extraction Attack

Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores

Authors: Zeyu Zhang, Bradly C. Stadie | Published: 2026-08-04
Indirect Prompt Injection
Statistical Analysis
Watermarking Technology

Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation

Authors: Natalie Isak, Matthew Dressman | Published: 2026-08-03
Backdoor Detection
ユーザー中心のフィッシング検出
Attack Scenario Analysis

Agentic Incident Response through Digital Twin-Enhanced Multiscale Planning

Authors: Yiran Gao, Tao Li, Kim Hammar | Published: 2026-08-03
Risk Management
Performance Evaluation Method
計画と実行のパターン

TrainShield: Targeted Awareness for Cybersecurity Training

Authors: Giovanni Pizzenti, Alberto Verna, Nikhil Jha, Giuseppe Tipaldo, Stefano Traverso, Marco Mellia | Published: 2026-08-03
User Education
Risk Management
適応学習

A Multi-Objective AutoML-based Efficient Intrusion Detection System for EV Charging Networks

Authors: Li Yang | Published: 2026-08-03
Detection of Model Extraction Attacks
Model Design
Performance Evaluation Method

Open-Set Visual Text Forensics via Sparse-Constraint Rectified Flow

Authors: Jiangling Zhang, Shuxuan Gao, Zeyu Chen, Yichao Liu, Yu Zhou | Published: 2026-08-03
テキスト改ざん検出
Vulnerability Analysis
Watermarking Technology