LLM Performance Evaluation

Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities

Authors: Mohamed Amine Ferrag, Fatima Alwahedi, Ammar Battah, Bilel Cherif, Abdechakour Mechri, Norbert Tihanyi, Tamas Bisztray, Merouane Debbah | Published: 2024-05-21 | Updated: 2025-01-17

Cybersecurity

Prompt Injection

2024.05.21 2025.05.27

Literature Database

Information Leakage from Embedding in Large Language Models

Authors: Zhipeng Wan, Anda Cheng, Yinggui Wang, Lei Wang | Published: 2024-05-20 | Updated: 2024-05-22

LLM Performance Evaluation

Membership Inference

Model Performance Evaluation

2024.05.20 2025.05.27

Literature Database

Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection

Authors: Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci | Published: 2024-05-17

Few-Shot Learning

LLM Performance Evaluation

Automated Intrusion Detection System

2024.05.17 2025.05.27

Literature Database

Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls

Authors: Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez | Published: 2024-05-15

LLM Performance Evaluation

Data Preprocessing

Malware Classification

2024.05.15 2025.05.27

Literature Database

Towards Next-Generation Steganalysis: LLMs Unleash the Power of Detecting Steganography

Authors: Minhao Bai. Jinshuai Yang, Kaiyi Pang, Huili Wang, Yongfeng Huang | Published: 2024-05-15

LLM Performance Evaluation

Domain Independence

Watermark Evaluation

2024.05.15 2025.05.27

Literature Database

DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS

Authors: Qingyang Li, Yihang Zhang, Zhidong Jia, Yannan Hu, Lei Zhang, Jianrong Zhang, Yongming Xu, Yong Cui, Zongming Guo, Xinggong Zhang | Published: 2024-05-13

DDoS Attack Detection

LLM Performance Evaluation

Model Performance Evaluation

2024.05.13 2025.05.27

Literature Database

Oedipus: LLM-enchanced Reasoning CAPTCHA Solver

Authors: Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu | Published: 2024-05-13

CAPTCHA Solver

LLM Performance Evaluation

Prompt Injection

2024.05.13 2025.05.27

Literature Database

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

2024.05.10 2025.05.27

Literature Database

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

2024.05.10 2025.05.27

Literature Database

SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence

Authors: Hangyuan Ji, Jian Yang, Linzheng Chai, Chaoren Wei, Liqun Yang, Yunlong Duan, Yunli Wang, Tianzhen Sun, Hongcheng Guo, Tongliang Li, Changyu Ren, Zhoujun Li | Published: 2024-05-06 | Updated: 2024-06-03

LLM Performance Evaluation

Cybersecurity

Dataset Generation

2024.05.06 2025.05.27

Literature Database