AIセキュリティポータルbot

Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems

Authors: Ayoub Si-ahmed, Mohammed Ali Al-Garadi, Narhimene Boustia | Published: 2024-03-14
IoMT Security
Anomaly Detection Method
Federated Learning

What Was Your Prompt? A Remote Keylogging Attack on AI Assistants

Authors: Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky | Published: 2024-03-14
LLM Security
Token Processing and Collection
Token Collection Method

An Extensive Comparison of Static Application Security Testing Tools

Authors: Matteo Esposito, Valentina Falaschi, Davide Falessi | Published: 2024-03-14
Toolkit Comparison
Vulnerability Management
Evaluation Method

A Decade’s Battle on Dataset Bias: Are We There Yet?

Authors: Zhuang Liu, Kaiming He | Published: 2024-03-13 | Updated: 2025-03-03
Data Curation
Bias Elimination in Training Data
Deep Learning

SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness

Authors: Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy | Published: 2024-03-13 | Updated: 2025-01-02
Algorithm
Watermarking
Label

A Sophisticated Framework for the Accurate Detection of Phishing Websites

Authors: Asif Newaz, Farhan Shahriyar Haq, Nadim Ahmed | Published: 2024-03-13
Phishing Detection
Framework
Model Performance Evaluation

SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks

Authors: Guy Amit, Abigail Goldsteen, Ariel Farkash | Published: 2024-03-13
Privacy Protection Method
Membership Inference
Model Performance Evaluation

Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects

Authors: Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Anmin Fu, Zhi Zhang, Yu Shui | Published: 2024-03-13
Backdoor Attack
Membership Inference
Machine Unlearning

Towards Independence Criterion in Machine Unlearning of Features and Labels

Authors: Ling Han, Nanqing Luo, Hao Huang, Jing Chen, Mary-Anne Hartley | Published: 2024-03-12
Watermarking
Privacy Protection
Machine Unlearning

CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion

Authors: Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma | Published: 2024-03-12 | Updated: 2024-09-14
LLM Security
Code Generation
Prompt Injection