Literature Database

Securing AI Agent Execution

Authors: Christoph Bühler, Matteo Biagiola, Luca Di Grazia, Guido Salvaneschi | Published: 2025-10-24 | Updated: 2025-10-29
Indirect Prompt Injection
Model Extraction Attack
Dynamic Access Control

RAGRank: Using PageRank to Counter Poisoning in CTI LLM Pipelines

Authors: Austin Jia, Avaneesh Ramesh, Zain Shamsi, Daniel Zhang, Alex Liu | Published: 2025-10-23
RAG
Poisoning attack on RAG
Cyber Threat Intelligence

Learning to Triage Taint Flows Reported by Dynamic Program Analysis in Node.js Packages

Authors: Ronghao Ni, Aidan Z. H. Yang, Min-Chien Hsu, Nuno Sabino, Limin Jia, Ruben Martins, Darion Cassel, Kevin Cheang | Published: 2025-10-23
Node.js脆弱性評価
Training Method
脆弱性検出手法

Black Box Absorption: LLMs Undermining Innovative Ideas

Authors: Wenjun Cao | Published: 2025-10-23
Relationship of AI Systems
イノベーション経済学
Intellectual Property Protection

AdaDoS: Adaptive DoS Attack via Deep Adversarial Reinforcement Learning in SDN

Authors: Wei Shao, Yuhao Wang, Rongguang He, Muhammad Ejaz Ahmed, Seyit Camtepe | Published: 2025-10-23
DoS Mitigation
Network Threat Detection
Model DoS

HHEML: Hybrid Homomorphic Encryption for Privacy-Preserving Machine Learning on Edge

Authors: Yu Hin Chan, Hao Yang, Shiyu Shen, Xingyu Fan, Shengzhe Lyu, Patrick S. Y. Hung, Ray C. C. Cheung | Published: 2025-10-23
Privacy-Preserving Machine Learning
暗号化アルゴリズム
Encryption Technology

Beyond Text: Multimodal Jailbreaking of Vision-Language and Audio Models through Perceptually Simple Transformations

Authors: Divyanshu Kumar, Shreyas Jena, Nitin Aravind Birur, Tanay Baswa, Sahil Agarwal, Prashanth Harshangi | Published: 2025-10-23
Model Robustness
Large Language Model
攻撃手法評価

SAID: Empowering Large Language Models with Self-Activating Internal Defense

Authors: Yulong Chen, Yadong Liu, Jiawen Zhang, Mu Li, Chao Huang, Jie Wen | Published: 2025-10-23
Prompt Injection
Model Robustness
Large Language Model

LLMs can hide text in other text of the same length

Authors: Antonio Norelli, Michael Bronstein | Published: 2025-10-22 | Updated: 2025-10-27
Privacy Protection
Prompt validation
教育目的の情報提供

The Tail Tells All: Estimating Model-Level Membership Inference Vulnerability Without Reference Models

Authors: Euodia Dodd, Nataša Krčo, Igor Shilov, Yves-Alexandre de Montjoye | Published: 2025-10-22
Privacy-Preserving Machine Learning
Model Robustness
Low-Cost Membership Inference Method