Literature Database

SECUREVENT: Hybrid AI/ML Security Monitoring for Distributed Event-Based Systems

Authors: Eric Liang | Published: 2026-06-01
Data-Centric Security
Data Extraction and Analysis
監視手法

Fair Finetuning Mitigates Distribution Inference Attacks

Authors: Rakshit Naidu | Published: 2026-06-01
Data Leakage
Privacy Analysis
Differential Privacy

Defenses & Enablers For Skill Injection Attacks on Terminal Based Agents

Authors: Yoshinari Fujinuma, Varun Gangal, Traian Rebedea, Makesh Narasimhan Sreedhar, Prasoon Varshney, Rebecca Qian, Anand Kannappan | Published: 2026-06-01
Indirect Prompt Injection
Data Extraction and Analysis
Defense Method

How Reliable Are AI Attackers Against a Fixed Vulnerable Target? A 400-Run Empirical Study of LLM Penetration Testing Consistency

Authors: Galip Tolga Erdem | Published: 2026-05-28
Data Extraction and Analysis
Large Language Model
Communication Model

Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage

Authors: Shahinul Hoque, Jinghuai Zhang, Jinyuan Sun, Fnu Suya | Published: 2026-05-28
LLM Security
Data Extraction and Analysis
トークンカウントの監査

Hijacking Agent Memory: Stealthy Trojan Attacks Through Conversational Interaction

Authors: Hongtao Wang, Se Yang, Yu Chen, Puzhuo Liu | Published: 2026-05-28
LLM Security
Indirect Prompt Injection
メモリ効率化手法

Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection

Authors: Syafiq Al Atiiq, Chun Zhou, Christian Gehrmann | Published: 2026-05-28
Disabling Safety Mechanisms of LLM
Model Architecture
Interpretation Method

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing

Authors: Yijia Fang, Yiqing Feng, Bingyu Li, Mingxun Zhou | Published: 2026-05-28
RAG
Data Extraction and Analysis
Model Architecture

SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing

Authors: Almene De Meran Meguimtsop, Maria Leonor Pacheco, Daniel E. Acuna | Published: 2026-05-28
Disabling Safety Mechanisms of LLM
Indirect Prompt Injection
Author Contribution

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms

Authors: Zisis Tsiatsikas, Alexandros Fakis, Georgios Karopoulos, Vasileios Kouliaridis, Marios Anagnostopoulos | Published: 2026-05-28
Data Protection Method
Backdoor Detection
Model Extraction Attack