Literature Database

A rubric landscape for evaluating clinical reasoning in large language models: what exists, what is missing, and what needs to be combined

Authors: Zhangshu Joshua Jiang, Zina Ibrahim, James T. Teo | Published: 2026-10-01
Uncertainty Assessment
臨床推論評価
evaluation metrics

A Structured State Space Sequence Model for Multi-Class Classification of Malware

Authors: Emmanuela Andam, Rana Shaaban, Emanuel Grant, Naima Kaabouch | Published: 2026-10-01
Cybersecurity
マルウェア生成
Model Performance Evaluation

From Network Intrusion Detection to Blockchain-Backed Endpoint Detection and Response: Mapping the Landscape of Decentralized Detection-and-Response Architectures

Authors: Yahya Shahsavari, Sara Rouhani, Kaiwen Zhang | Published: 2026-10-01
IoT Cybersecurity
LLMを用いた検知手法
Automated Intrusion Detection System

Walking the Embedding Space: Datastore Extraction from Multimodal RAG

Authors: Maria Carmen Jica, Ali Satvaty, Suzan Verberne, Fatih Turkmen | Published: 2026-10-01
RAG
Poisoning attack on RAG
Attack Evaluation

SAGE: Similarity-Based Cleaning of Poisoned Training Data from Verified Examples

Authors: Chaeeun Han, Soodeh Atefi, Yevgeniy Vorobeychik, Aron Laszka | Published: 2026-10-01
Poisoning
Detection of Poisonous Data
Content Specialized for Toxicity Attacks

The Innocent Courier: Covert Exfiltration Through Legitimate LLM Web Fetching

Authors: Alessandro Pegoraro, Daryan Merx, Phillip Rieger, Ahmad-Reza Sadeghi | Published: 2026-10-01
Disabling Safety Mechanisms of LLM
Data Leakage
Prompt leaking

Chaining Skills to Hijack LLM Agents

Authors: Tian Dong, Zixuan Ma, Haodong Zhao, Huaien Zhang, Shaofeng Li, Hao Chen | Published: 2026-10-01
Indirect Prompt Injection
Attack Evaluation
防御戦略

False Floors: LLM Safety Routing Evaluations Break Under Distribution Shift

Authors: Amit Singh Bhatti, Vishal Vaddina | Published: 2026-10-01
Attack Evaluation
評価結果
防御戦略

High-quality Data Do not Mean Safe! Poisoning LLMs after Data Selection

Authors: Kaiyang Li, Jiahao Chen, Yuwen Pu, Chunyi Zhou, Tong Zhang, Bin Cai, Chunqiang Hu, Haibo Hu | Published: 2026-10-01
データセットの問題
Calculation of Output Harmfulness
安全性の整合性

Sleeping Secrets: How Fine-Tuning Reawakens Privacy Risks in Language Models

Authors: Jianhong Li, Jiahao Chen, Yuwen Pu, Chunyi Zhou, Oubo Ma, Zhou Feng, Hangtao Zhang, Jichao Bi, Chunqiang Hu | Published: 2026-10-01
Data Privacy Management
State Estimation Method
評価結果