AIセキュリティポータルbot

Gaming-Resistant Insurance Contracts for Autonomous AI Agents: Strategy-Proof Toll Mechanism Design

Authors: Hao-Hsuan Chen | Published: 2026-06-15
Incentive Mechanism
Risk Management
自律エージェントセキュリティ

SPARK: Security Knowledge Priming and Representation-Guided Knowledge Activation for LLM-based Secure Code Generation

Authors: Xiaoyun Xu, Lichao Wu, Jona te Lintelo, Siyu Zhang, Stjepan Picek | Published: 2026-06-15
LLM Application
Data-Driven Vulnerability Assessment
Prompt leaking

Scalable Malware Family Classification Using Quantum Kernel Based Machine Learning

Authors: Ratun Rahman, Hassan Jalil Hadi, Christopher Gabriel Pedraza Pohlenz, Ali Shoker | Published: 2026-06-15
Dataset Generation
Malware Classification
Quantum Machine Learning

Your “Pro” LLM Subscription May Actually Be “Free”: Exposing Fingerprint Spoofing Risks in LLM Inference Services

Authors: Jiahao Zhang, Xiuyu Li, Suhang Wang | Published: 2026-06-15
LLM Application
Backdoor Detection
線形代数最適化

MASCOT-Android: A Curated Dataset and Automated Collection Pipeline for Android Malware Source Code Specimens

Authors: Bojing Li, Duo Zhong, Prajna Bhandary, Raguvir S, Charles Maxa, Robert J Joyce, Charles Nicholas | Published: 2026-06-15
Data Collection
Prompt Injection
Malware Classification

Who Pays the Price? Stakeholder-Centric Prompt Injection Benchmarking for Real-world Web Agents

Authors: Zihao Wang, Yiming Li, Yutong Wu, Zheyu Liu, Kangjie Chen, Fok Kar Wai, Pin-Yu Chen, Vrizlynn L. L. Thing, Bo Li, Dacheng Tao, Tianwei Zhang | Published: 2026-06-11
Indirect Prompt Injection
Data-Driven Vulnerability Assessment
自律エージェントセキュリティ

A Privacy-Preserving Framework Using Remote Data Science for Inter-Institutional Student Retention Prediction

Authors: John Fields, K M Sajjadul Islam, Ruchitha Thota, Victor Chen, Praveen Madiraju | Published: 2026-06-11
Data Generation
Privacy Protection
Differential Privacy

Detecting Functional Memorization in Code Language Models

Authors: Matthieu Meeus, Anil Ramakrishna, Matthew Grange, Zheng Xu, Luca Melis | Published: 2026-06-11
LLM Application
Data Collection
Data Generation

PI-Hunter: Automated Red-Teaming for Exposing and Localizing Prompt Injections

Authors: Pengfei He, Lesly Miculicich, Vishesh Sharma, Ash Fox, George Lee, Jiliang Tang, Tomas Pfister, Long T. Le | Published: 2026-06-10
Indirect Prompt Injection
Data-Driven Vulnerability Assessment
自律エージェントセキュリティ

OCELOT: Inference-Leakage Budgets for Privacy-Preserving LLM Agents

Authors: Jin Xie, Songze Li | Published: 2026-06-10
Privacy Enhancing Technology
Prompt Injection