Literature Database

Exploring the Effect of DNN Depth on Adversarial Attacks in Network Intrusion Detection Systems

Authors: Mohamed ElShehaby, Ashraf Matrawy | Published: 2025-10-22
Network Threat Detection
Model Robustness
Certified Robustness

CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage

Authors: Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar | Published: 2025-10-22
Privacy-Preserving Machine Learning
Prompt leaking
Causes of Information Leakage

Can You Trust What You See? Alpha Channel No-Box Attacks on Video Object Detection

Authors: Ariana Yi, Ce Zhou, Liyang Xiao, Qiben Yan | Published: 2025-10-22
Platform Architecture
Model Robustness
Research Methodology

Monitoring LLM-based Multi-Agent Systems Against Corruptions via Node Evaluation

Authors: Chengcan Wu, Zhixin Zhang, Mingqian Xu, Zeming Wei, Meng Sun | Published: 2025-10-22
Indirect Prompt Injection
エージェント設計
Network Threat Detection

Defending Against Prompt Injection with DataFilter

Authors: Yizhu Wang, Sizhe Chen, Raghad Alkhudair, Basel Alomair, David Wagner | Published: 2025-10-22
Indirect Prompt Injection
Prompt Injection
プロンプトインジェクション攻撃

OpenGuardrails: An Open-Source Context-Aware AI Guardrails Platform

Authors: Thomas Wang, Haowen Li | Published: 2025-10-22
Platform Architecture
動的ポリシー適応
Author Contribution

HarmNet: A Framework for Adaptive Multi-Turn Jailbreak Attacks on Large Language Models

Authors: Sidhant Narula, Javad Rafiei Asl, Mohammad Ghasemigol, Eduardo Blanco, Daniel Takabi | Published: 2025-10-21
Query Generation Method
Large Language Model
脱獄手法

Exploring Membership Inference Vulnerabilities in Clinical Large Language Models

Authors: Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday | Published: 2025-10-21
Privacy-Preserving Machine Learning
Prompt leaking
Threats of Medical AI

DRsam: Detection of Fault-Based Microarchitectural Side-Channel Attacks in RISC-V Using Statistical Preprocessing and Association Rule Mining

Authors: Muhammad Hassan, Maria Mushtaq, Jaan Raik, Tara Ghasempouri | Published: 2025-10-21
Program Analysis
Feature Extraction
Anomaly Detection Method

Evaluating Large Language Models in detecting Secrets in Android Apps

Authors: Marco Alecci, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein | Published: 2025-10-21
Program Analysis
Prompt Injection
Information Leakage Analysis