LLM性能評価

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory

Authors: Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song | Published: 2024-06-17 | Updated: 2024-10-04
LLM性能評価
プライバシー保護手法
プロンプトインジェクション

LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

Authors: Hongxiang Zhang, Yuyang Rong, Yifeng He, Hao Chen | Published: 2024-06-11 | Updated: 2024-06-13
LLM性能評価
ファジング
プロンプトインジェクション

Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-06-11 | Updated: 2024-09-06
LLM性能評価
RAG
リスク管理

VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models

Authors: Yu Liu, Lang Gao, Mingxin Yang, Yu Xie, Ping Chen, Xiaojin Zhang, Wei Chen | Published: 2024-06-11 | Updated: 2024-08-21
LLM性能評価
モデル性能評価
脆弱性管理

MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models

Authors: Tianle Gu, Zeyang Zhou, Kexin Huang, Dandan Liang, Yixu Wang, Haiquan Zhao, Yuanqi Yao, Xingge Qiao, Keqing Wang, Yujiu Yang, Yan Teng, Yu Qiao, Yingchun Wang | Published: 2024-06-11 | Updated: 2024-06-13
LLM性能評価
データセット生成
評価手法

Ollabench: Evaluating LLMs’ Reasoning for Human-centric Interdependent Cybersecurity

Authors: Tam n. Nguyen | Published: 2024-06-11
LLM性能評価
サイバーセキュリティ
評価手法

SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection

Authors: Sakshi Mahendru, Tejul Pandit | Published: 2024-06-10
LLM性能評価
フィッシング検出
プロンプトインジェクション

A Novel Generative AI-Based Framework for Anomaly Detection in Multicast Messages in Smart Grid Communications

Authors: Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong | Published: 2024-06-08
LLM性能評価
サイバーセキュリティ
異常検出手法

Federated TrustChain: Blockchain-Enhanced LLM Training and Unlearning

Authors: Xuhan Zuo, Minghao Wang, Tianqing Zhu, Lefeng Zhang, Dayong Ye, Shui Yu, Wanlei Zhou | Published: 2024-06-06
LLM性能評価
プライバシー保護
ブロックチェーン技術

AutoJailbreak: Exploring Jailbreak Attacks and Defenses through a Dependency Lens

Authors: Lin Lu, Hai Yan, Zenghui Yuan, Jiawen Shi, Wenqi Wei, Pin-Yu Chen, Pan Zhou | Published: 2024-06-06
LLM性能評価
プロンプトインジェクション
防御手法