AIセキュリティポータルbot

CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities

Authors: Yuxuan Zhu, Antony Kellermann, Dylan Bowman, Philip Li, Akul Gupta, Adarsh Danda, Richard Fang, Conner Jensen, Eric Ihli, Jason Benn, Jet Geronimo, Avi Dhir, Sudhit Rao, Kaicheng Yu, Twm Stone, Daniel Kang | Published: 2025-03-21
Indirect Prompt Injection
Cyber Threat
Vulnerability Prediction
2025.03.21 2025.05.12
Literature Database

Bugdar: AI-Augmented Secure Code Review for GitHub Pull Requests

Authors: John Naulty, Eason Chen, Joy Wang, George Digkas, Kostas Chalkias | Published: 2025-03-21
Poisoning attack on RAG
System Development
Vulnerability Analysis
2025.03.21 2025.05.12
Literature Database

Towards LLM Guardrails via Sparse Representation Steering

Authors: Zeqing He, Zhibo Wang, Huiyu Xu, Kui Ren | Published: 2025-03-21
Sparse Representation Method
Model Interpretability
Role of Machine Learning
2025.03.21 2025.05.12
Literature Database

ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks

Authors: Zhan Cheng, Bolin Shen, Tianming Sha, Yuan Gao, Shibo Li, Yushun Dong | Published: 2025-03-20
Graph Neural Network
Model Performance Evaluation
Analysis of Detection Methods
2025.03.20 2025.05.12
Literature Database

Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI

Authors: Dawood Wasif, Dian Chen, Sindhuja Madabushi, Nithin Alluru, Terrence J. Moore, Jin-Hee Cho | Published: 2025-03-20
Privacy Analysis
Fairness Trade-off
Differential Privacy
2025.03.20 2025.05.12
Literature Database

BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models

Authors: Zenghui Yuan, Jiawen Shi, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun | Published: 2025-03-20
Backdoor Attack
Prompt Injection
Large Language Model
2025.03.20 2025.05.12
Literature Database

TVineSynth: A Truncated C-Vine Copula Generator of Synthetic Tabular Data to Balance Privacy and Utility

Authors: Elisabeth Griesbauer, Claudia Czado, Arnoldo Frigessi, Ingrid Hobæk Haff | Published: 2025-03-20
Data Generation
Privacy-Preserving Machine Learning
Membership Inference
2025.03.20 2025.05.12
Literature Database

Digital Asset Data Lakehouse. The concept based on a blockchain research center

Authors: Raul Cristian Bag | Published: 2025-03-20
ETL Process
Cloud Computing
Data-Driven Clustering
2025.03.20 2025.05.12
Literature Database

DroidTTP: Mapping Android Applications with TTP for Cyber Threat Intelligence

Authors: Dincy R Arikkat, Vinod P., Rafidha Rehiman K. A., Serena Nicolazzo, Marco Arazzi, Antonino Nocera, Mauro Conti | Published: 2025-03-20
Poisoning attack on RAG
Performance Evaluation Method
Feature Extraction Method
2025.03.20 2025.05.12
Literature Database

Detecting LLM-Written Peer Reviews

Authors: Vishisht Rao, Aounon Kumar, Himabindu Lakkaraju, Nihar B. Shah | Published: 2025-03-20
Prompt Injection
Digital Watermarking for Generative AI
Watermark Design
2025.03.20 2025.05.12
Literature Database
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