攻撃シナリオ分析

Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles

Authors: Zhilong Wang, Haizhou Wang, Nanqing Luo, Lan Zhang, Xiaoyan Sun, Yebo Cao, Peng Liu | Published: 2024-08-20 | Updated: 2025-02-07
プロンプトインジェクション
大規模言語モデル
攻撃シナリオ分析

ANALYSE — Learning to Attack Cyber-Physical Energy Systems With Intelligent Agents

Authors: Thomas Wolgast, Nils Wenninghoff, Stephan Balduin, Eric Veith, Bastian Fraune, Torben Woltjen, Astrid Nieße | Published: 2023-04-21
サイバー攻撃
強化学習
攻撃シナリオ分析

Poisoning Web-Scale Training Datasets is Practical

Authors: Nicholas Carlini, Matthew Jagielski, Christopher A. Choquette-Choo, Daniel Paleka, Will Pearce, Hyrum Anderson, Andreas Terzis, Kurt Thomas, Florian Tramèr | Published: 2023-02-20 | Updated: 2024-05-06
ポイズニング
攻撃シナリオ分析
敵対的攻撃

Multi-SpacePhish: Extending the Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning

Authors: Ying Yuan, Giovanni Apruzzese, Mauro Conti | Published: 2022-10-24 | Updated: 2023-10-12
ポイズニング
悪意のあるウェブサイト検出
攻撃シナリオ分析

Inferring Sensitive Attributes from Model Explanations

Authors: Vasisht Duddu, Antoine Boutet | Published: 2022-08-21 | Updated: 2022-09-07
プライバシーリスク管理
メンバーシップ推論
攻撃シナリオ分析

Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning

Authors: Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Muhammad Taha Jilani, Aditya P. Mathur | Published: 2021-07-11
データセット生成
データフロー解析
攻撃シナリオ分析

Hack The Box: Fooling Deep Learning Abstraction-Based Monitors

Authors: Sara Hajj Ibrahim, Mohamed Nassar | Published: 2021-07-10 | Updated: 2021-07-18
攻撃シナリオ分析
敵対的サンプル
敵対的サンプルの脆弱性

Adversarial Example Detection for DNN Models: A Review and Experimental Comparison

Authors: Ahmed Aldahdooh, Wassim Hamidouche, Sid Ahmed Fezza, Olivier Deforges | Published: 2021-05-01 | Updated: 2022-01-07
性能評価
攻撃シナリオ分析
敵対的サンプルの検知

Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain

Authors: Jinyu Tian, Jiantao Zhou, Yuanman Li, Jia Duan | Published: 2021-03-07
攻撃シナリオ分析
敵対的サンプルの検知
敵対的学習

Model-Targeted Poisoning Attacks with Provable Convergence

Authors: Fnu Suya, Saeed Mahloujifar, Anshuman Suri, David Evans, Yuan Tian | Published: 2020-06-30 | Updated: 2021-04-21
バックドア攻撃
ポイズニング
攻撃シナリオ分析