AIセキュリティポータルbot

A Flow is a Stream of Packets: A Stream-Structured Data Approach for DDoS Detection

Authors: Raja Giryes, Lior Shafir, Avishai Wool | Published: 2024-05-12
DDoS Attack Detection
Data Preprocessing
Evaluation Method

Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions

Authors: Rudolf Ferenc, Péter Hegedűs, Péter Gyimesi, Gábor Antal, Dénes Bán, Tibor Gyimóthy | Published: 2024-05-12
Model Performance Evaluation
Machine Learning Method
Vulnerability Management

PLeak: Prompt Leaking Attacks against Large Language Model Applications

Authors: Bo Hui, Haolin Yuan, Neil Gong, Philippe Burlina, Yinzhi Cao | Published: 2024-05-10 | Updated: 2024-05-14
LLM Performance Evaluation
Prompt Injection
Membership Inference

Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

Authors: Jiangnan Li, Yingyuan Yang, Jinyuan Sun | Published: 2024-05-10 | Updated: 2025-04-21
LLM Performance Evaluation
Indirect Prompt Injection
Attack Detection

Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning

Authors: Yujie Zhang, Neil Gong, Michael K. Reiter | Published: 2024-05-10 | Updated: 2024-09-09
Backdoor Attack
Poisoning

Demystifying Behavior-Based Malware Detection at Endpoints

Authors: Yigitcan Kaya, Yizheng Chen, Shoumik Saha, Fabio Pierazzi, Lorenzo Cavallaro, David Wagner, Tudor Dumitras | Published: 2024-05-09
Endpoint Detection
Malware Classification
High Difficulty Sample

Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security

Authors: Leroy Jacob Valencia | Published: 2024-05-09
Watermarking
Cybersecurity
Compliance with Ethical Guidelines

Trustworthy AI-Generative Content in Intelligent 6G Network: Adversarial, Privacy, and Fairness

Authors: Siyuan Li, Xi Lin, Yaju Liu, Jianhua Li | Published: 2024-05-09
Bias
Privacy Protection
Prompt Injection

LLMPot: Dynamically Configured LLM-based Honeypot for Industrial Protocol and Physical Process Emulation

Authors: Christoforos Vasilatos, Dunia J. Mahboobeh, Hithem Lamri, Manaar Alam, Michail Maniatakos | Published: 2024-05-09 | Updated: 2025-05-19
ICS Honeypot Development
Dataset Generation
Model Performance Evaluation

Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems

Authors: Amin Aminifar, Matin Shokri, Amir Aminifar | Published: 2024-05-09 | Updated: 2024-09-13
Edge Computing
Privacy Protection Method
Communication Efficiency