AIセキュリティポータルbot

BIONIB: Blockchain-based IoT using Novelty Index in Bridge Health Monitoring

Authors: Divija Swetha Gadiraju, Ryan McMaster, Saeed Eftekhar Azam, Deepak Khazanchi | Published: 2024-02-22
Scalability Analysis
Blockchain Technology
Bridge Monitoring

Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs

Authors: Anika Hannemann, Jan Ewald, Leo Seeger, Erik Buchmann | Published: 2024-02-22
Data Privacy Assessment
Data Preprocessing
Federated Learning

Closed-Form Bounds for DP-SGD against Record-level Inference

Authors: Giovanni Cherubin, Boris Köpf, Andrew Paverd, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin | Published: 2024-02-22
Privacy Protection Method
Bayesian Security
Membership Inference

Coercing LLMs to do and reveal (almost) anything

Authors: Jonas Geiping, Alex Stein, Manli Shu, Khalid Saifullah, Yuxin Wen, Tom Goldstein | Published: 2024-02-21
LLM Security
Prompt Injection
Attack Method

An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach

Authors: Mohammad Amaz Uddin, Iqbal H. Sarker | Published: 2024-02-21
Phishing Detection
Model Interpretability
Model Performance Evaluation

Learning to Poison Large Language Models for Downstream Manipulation

Authors: Xiangyu Zhou, Yao Qiang, Saleh Zare Zade, Mohammad Amin Roshani, Prashant Khanduri, Douglas Zytko, Dongxiao Zhu | Published: 2024-02-21 | Updated: 2025-05-29
LLM Security
Backdoor Attack
Poisoning Attack

A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models

Authors: Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek | Published: 2024-02-21 | Updated: 2024-05-17
LLM Security
Prompt Injection
Defense Method

The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative

Authors: Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Yu Kong, Tianlong Chen, Huan Liu | Published: 2024-02-20 | Updated: 2024-06-03
LLM Security
Classification of Malicious Actors
Attack Method

Revisiting Differentially Private Hyper-parameter Tuning

Authors: Zihang Xiang, Tianhao Wang, Chenglong Wang, Di Wang | Published: 2024-02-20 | Updated: 2024-06-04
Hyperparameter Tuning
Privacy Protection Method
Watermark Evaluation

IT Intrusion Detection Using Statistical Learning and Testbed Measurements

Authors: Xiaoxuan Wang, Rolf Stadler | Published: 2024-02-20
CVE Information Extraction
Intrusion Detection System
Attack Method