文献データベース

Assessing Robustness via Score-Based Adversarial Image Generation

Authors: Marcel Kollovieh, Lukas Gosch, Yan Scholten, Marten Lienen, Stephan Günnemann | Published: 2023-10-06
データ生成
実験的検証
防御手法

Threat Trekker: An Approach to Cyber Threat Hunting

Authors: Ángel Casanova Bienzobas, Alfonso Sánchez-Macián | Published: 2023-10-06
クラス不均衡
データ収集
機械学習手法

Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Authors: Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson | Published: 2023-10-05
データ収集
プロンプトインジェクション
情報収集手法

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Authors: Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas | Published: 2023-10-05 | Updated: 2024-06-11
LLM性能評価
プロンプトインジェクション
防御手法

The Anatomy of Deception: Technical and Human Perspectives on a Large-scale Phishing Campaign

Authors: Anargyros Chrysanthou, Yorgos Pantis, Constantinos Patsakis | Published: 2023-10-05
データ収集
ユーザー活動解析
被害者統計

Misusing Tools in Large Language Models With Visual Adversarial Examples

Authors: Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes | Published: 2023-10-04
LLM性能評価
プロンプトインジェクション
敵対的サンプル

Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors

Authors: Biagio Montaruli, Luca Demetrio, Maura Pintor, Luca Compagna, Davide Balzarotti, Battista Biggio | Published: 2023-10-04 | Updated: 2023-10-14
フィッシング
ポイズニング
機械学習手法

Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset

Authors: Tharindu Lakshan Yasarathna, Lojenaa Navanesan, Simon Barque, Assanka Sayakkara, Nhien-An Le-Khac | Published: 2023-10-04
ウォーターマーキング
クロスデバイス分析
分類パターン分析

Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models

Authors: Xianjun Yang, Xiao Wang, Qi Zhang, Linda Petzold, William Yang Wang, Xun Zhao, Dahua Lin | Published: 2023-10-04
プロンプトインジェクション
安全性アライメント
悪意のあるコンテンツ生成

AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language Generation

Authors: Filippo Perrina, Francesco Marchiori, Mauro Conti, Nino Vincenzo Verde | Published: 2023-10-04
データ生成
脅威モデリング
評価指標