AIセキュリティポータルbot

Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Authors: Xikang Yang, Xuehai Tang, Songlin Hu, Jizhong Han | Published: 2024-05-09
LLM Security
Prompt Injection
Attack Method

TroLLoc: Logic Locking and Layout Hardening for IC Security Closure against Hardware Trojans

Authors: Fangzhou Wang, Qijing Wang, Lilas Alrahis, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Ozgur Sinanoglu, Tsung-Yi Ho, Evangeline F. Y. Young, Johann Knechtel | Published: 2024-05-09
Layout Security
Threat modeling
Defense Method

Model Inversion Robustness: Can Transfer Learning Help?

Authors: Sy-Tuyen Ho, Koh Jun Hao, Keshigeyan Chandrasegaran, Ngoc-Bao Nguyen, Ngai-Man Cheung | Published: 2024-05-09
Privacy Protection Method
Membership Inference
Defense Method

Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models

Authors: Yang Bai, Ge Pei, Jindong Gu, Yong Yang, Xingjun Ma | Published: 2024-05-09 | Updated: 2024-05-20
LLM Security
Watermarking
Weapon Ownership

PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks

Authors: Mohammed Hassanin, Marwa Keshk, Sara Salim, Majid Alsubaie, Dharmendra Sharma | Published: 2024-05-09
LLM Security
Cybersecurity
Anomaly Detection Method

Analysis and prevention of AI-based phishing email attacks

Authors: Chibuike Samuel Eze, Lior Shamir | Published: 2024-05-08
Dataset Generation
Phishing Detection
Machine Learning Method

Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory

Authors: Pasan Dissanayake, Sanghamitra Dutta | Published: 2024-05-08 | Updated: 2024-11-05
Model Performance Evaluation
Model Extraction Attack
Watermark Evaluation

Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities

Authors: Yagmur Yigit, Mohamed Amine Ferrag, Iqbal H. Sarker, Leandros A. Maglaras, Christos Chrysoulas, Naghmeh Moradpoor, Helge Janicke | Published: 2024-05-08
Cybersecurity
Privacy Protection
Risk Management

Large Language Models for Cyber Security: A Systematic Literature Review

Authors: Hanxiang Xu, Shenao Wang, Ningke Li, Kailong Wang, Yanjie Zhao, Kai Chen, Ting Yu, Yang Liu, Haoyu Wang | Published: 2024-05-08 | Updated: 2025-05-15
LLM Security
Indirect Prompt Injection
文献レビュー

AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

Authors: Yongheng Zhang, Tingwen Du, Yunshan Ma, Xiang Wang, Yi Xie, Guozheng Yang, Yuliang Lu, Ee-Chien Chang | Published: 2024-05-08
Cybersecurity
Threat modeling
Evaluation Method