Literature Database

Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS

Authors: Bingyu Yan, Xiaoming Zhang, Jinyu Hou, Chaozhuo Li, Ziyi Zhou, Yiming Hei, Litian Zhang | Published: 2026-05-25
Indirect Prompt Injection
攻撃フロー最適化
行動分析手法

When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers

Authors: Aditya Sridhar | Published: 2026-05-25
Effective Perturbation Methods
安定性正則化手法
攻撃性評価

Innovations in Cardless Artificial Intelligence Banking: A Comprehensive Framework for Cyber Secure and Fraud Mitigation using Machine Learning Algorithms

Authors: Md Israfeel | Published: 2026-05-21
Data Breach Risk
Data Protection Method
User Behavior Analysis

A First Measurement Study on Authentication Security in Real-World Remote MCP Servers

Authors: Huijun Zhou, Xiaohan Zhang, Haozhe Zhang, Haoyang Zhang, Mi Zhang, Min Yang | Published: 2026-05-21
Access Control
Data Leakage
脆弱性優先順位付け

Automated Repair of TEE Partitioning Issues via DSL-Guided and LLM-Assisted Patching

Authors: Chengyan Ma, Jieke Shi, Ruidong Han, Ye Liu, Feng Li, Yuqing Niu, David Lo | Published: 2026-05-21
Data Protection Method
Memory Management Method
脆弱性優先順位付け

Finding Missing Input Validation in TEEs via LLM-Assisted Symbolic Execution

Authors: Chengyan Ma, Jieke Shi, Ruidong Han, Ye Liu, Yuqing Niu, David Lo | Published: 2026-05-21
LLM Security
Data Protection Method
脆弱性優先順位付け

Secure and Parallel Determinant Computation for Large-Scale Matrices in Edge Environments

Authors: Prajwal Panth | Published: 2026-05-21
Data Protection Method
Computational Complexity
Watermark Design

Parser-Free Querying of Security Logs

Authors: Evan Luo, Julien Piet, David Wagner | Published: 2026-05-21
Data Extraction and Analysis
User Behavior Analysis
Natural Language Processing

Optimal Guarantees for Auditing Rényi Differentially Private Machine Learning

Authors: Benjamin D. Kim, Lav R. Varshney, Daniel Alabi | Published: 2026-05-21
Data Protection Method
Privacy Classification
Differential Privacy

An Application-Layer Multi-Modal Covert-Channel Reference Monitor for LLM Agent Egress

Authors: Alfredo Metere | Published: 2026-05-20
Steganography Techniques
Data Extraction and Analysis
Watermark Design