AIセキュリティポータルbot

New Machine Learning Approaches for Intrusion Detection in ADS-B

Authors: Mikaëla Ngamboé, Jean-Simon Marrocco, Jean-Yves Ouattara, José M. Fernandez, Gabriela Nicolescu | Published: 2025-10-09
Backdoor Detection
Performance Evaluation Metrics
通信セキュリティ

LLM-Assisted Web Measurements

Authors: Simone Bozzolan, Stefano Calzavara, Lorenzo Cazzaro | Published: 2025-10-09
Bias Detection in AI Output
Application Classification Method
Prompt Injection

A Novel Ensemble Learning Approach for Enhanced IoT Attack Detection: Redefining Security Paradigms in Connected Systems

Authors: Hikmat A. M. Abdeljaber, Md. Alamgir Hossain, Sultan Ahmad, Ahmed Alsanad, Md Alimul Haque, Sudan Jha, Jabeen Nazeer | Published: 2025-10-09
IoT Security Challenges
Defense Mechanism
Defense Effectiveness Analysis

Fewer Weights, More Problems: A Practical Attack on LLM Pruning

Authors: Kazuki Egashira, Robin Staab, Thibaud Gloaguen, Mark Vero, Martin Vechev | Published: 2025-10-09
Security Analysis Method
Prompt Injection
Defense Effectiveness Analysis

From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses

Authors: Xiangtao Meng, Tianshuo Cong, Li Wang, Wenyu Chen, Zheng Li, Shanqing Guo, Xiaoyun Wang | Published: 2025-10-09
Alignment
Indirect Prompt Injection
Defense Effectiveness Analysis

MetaDefense: Defending Finetuning-based Jailbreak Attack Before and During Generation

Authors: Weisen Jiang, Sinno Jialin Pan | Published: 2025-10-09
Prompt Injection
Robustness
Defense Mechanism

Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs

Authors: Man Hu, Xinyi Wu, Zuofeng Suo, Jinbo Feng, Linghui Meng, Yanhao Jia, Anh Tuan Luu, Shuai Zhao | Published: 2025-10-09
Prompt leaking
推論に基づくバックドア攻撃
Defense Method

Proactive defense against LLM Jailbreak

Authors: Weiliang Zhao, Jinjun Peng, Daniel Ben-Levi, Zhou Yu, Junfeng Yang | Published: 2025-10-06
Disabling Safety Mechanisms of LLM
Prompt Injection
防御手法の統合

What your brain activity says about you: A review of neuropsychiatric disorders identified in resting-state and sleep EEG data

Authors: J. E. M. Scanlon, A. Pelzer, M. Gharleghi, K. C. Fuhrmeister, T. Köllmer, P. Aichroth, R. Göder, C. Hansen, K. I. Wolf | Published: 2025-10-06
Privacy-Preserving Machine Learning
Signal Processing
医療診断属性

Federated Computation of ROC and PR Curves

Authors: Xuefeng Xu, Graham Cormode | Published: 2025-10-06
Trade-off Analysis
Privacy-Preserving Machine Learning
Approximation Error of Negative Inputs