Literature Database

Architecting Secure AI Agents: Perspectives on System-Level Defenses Against Indirect Prompt Injection Attacks

Authors: Chong Xiang, Drew Zagieboylo, Shaona Ghosh, Sanjay Kariyappa, Kai Greshake, Hanshen Xiao, Chaowei Xiao, G. Edward Suh | Published: 2026-03-31
Indirect Prompt Injection
人間の関与
Large Language Model
2026.03.31 2026.04.02
Literature Database

Downsides of Smartness Across Edge-Cloud Continuum in Modern Industry

Authors: Akhil Gupta Chigullapally, Sharvan Vittala, Razin Farhan Hussian, Mohsen Amini Salehi | Published: 2026-03-31
Data Leakage
Prompt leaking
Vulnerability detection
2026.03.31 2026.04.02
Literature Database

Software Vulnerability Detection Using a Lightweight Graph Neural Network

Authors: Miles Farmer, Ekincan Ufuktepe, Anne Watson, Hialo Muniz Carvalho, Vadim Okun, Zineb Maasaoui, Kannappan Palaniappan | Published: 2026-03-31
Backdoor Detection
Vulnerability detection
評価メトリクス
2026.03.31 2026.04.02
Literature Database

Safeguarding LLMs Against Misuse and AI-Driven Malware Using Steganographic Canaries

Authors: Md Raz, Venkata Sai Charan Putrevu, Meet Udeshi, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri | Published: 2026-03-30
Data Leakage
Prompt leaking
Large Language Model
2026.03.30 2026.04.01
Literature Database

Interpretable Ensemble Learning for Network Traffic Anomaly Detection: A SHAP-based Explainable AI Framework for Embedded Systems Security

Authors: Wanru Shao | Published: 2026-03-30
Model Ensemble
Role of Machine Learning
評価メトリクス
2026.03.30 2026.04.01
Literature Database

Label-efficient Training Updates for Malware Detection over Time

Authors: Luca Minnei, Cristian Manca, Giorgio Piras, Angelo Sotgiu, Maura Pintor, Daniele Ghiani, Davide Maiorca, Giorgio Giacinto, Battista Biggio | Published: 2026-03-30
マルウェアファミリー
Detection of Poisonous Data
評価メトリクス
2026.03.30 2026.04.01
Literature Database

VulnScout-C: A Lightweight Transformer for C Code Vulnerability Detection

Authors: Aymen Lassoued, Nacef Mbarek, Bechir Dardouri, Bassem Ouni, Qing Li, Fakhri Karray | Published: 2026-03-30
Dataset Generation
Vulnerability detection
評価メトリクス
2026.03.30 2026.04.01
Literature Database

Silent Guardians: Independent and Secure Decision Tree Evaluation Without Chatter

Authors: Jinyuan Li, Liang Feng Zhang | Published: 2026-03-30
Privacy Technique
Model Extraction Attack
Computational Efficiency
2026.03.30 2026.04.01
Literature Database

ORACAL: A Robust and Explainable Multimodal Framework for Smart Contract Vulnerability Detection with Causal Graph Enrichment

Authors: Tran Duong Minh Dai, Triet Huynh Minh Le, M. Ali Babar, Van-Hau Pham, Phan The Duy | Published: 2026-03-30
RAG
Vulnerability detection
評価メトリクス
2026.03.30 2026.04.01
Literature Database

Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey

Authors: Bhavuk Jain, Sercan Ö. Arık, Hardeo K. Thakur | Published: 2026-03-30
Model Extraction Attack
Large Language Model
安全性に関連するマルチモーダルなアプローチ
2026.03.30 2026.04.01
Literature Database
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