AIセキュリティポータルbot

Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM

Authors: Haizhou Wang, Nanqing Luo, Xusheng Li, Peng LIu | Published: 2024-11-08 | Updated: 2025-04-29
マルウェア進化
攻撃手法
検出手法の分析

Free Record-Level Privacy Risk Evaluation Through Artifact-Based Methods

Authors: Joseph Pollock, Igor Shilov, Euodia Dodd, Yves-Alexandre de Montjoye | Published: 2024-11-08 | Updated: 2025-06-12
パフォーマンス評価
メンバーシップ推論
差分プライバシー

Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields

Authors: Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis | Published: 2024-11-08
実験的検証

MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue

Authors: Fengxiang Wang, Ranjie Duan, Peng Xiao, Xiaojun Jia, Shiji Zhao, Cheng Wei, YueFeng Chen, Chongwen Wang, Jialing Tao, Hang Su, Jun Zhu, Hui Xue | Published: 2024-11-06 | Updated: 2025-01-07
プロンプトインジェクション
マルチラウンド対話

Optimal Defenses Against Gradient Reconstruction Attacks

Authors: Yuxiao Chen, Gamze Gürsoy, Qi Lei | Published: 2024-11-06
ポイズニング
防御手法

FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses

Authors: Isaac Baglin, Xiatian Zhu, Simon Hadfield | Published: 2024-11-05 | Updated: 2025-01-05
ポイズニング
攻撃の評価
評価手法

A General Recipe for Contractive Graph Neural Networks — Technical Report

Authors: Maya Bechler-Speicher, Moshe Eliasof | Published: 2024-11-04
アルゴリズム
収束分析
正則化

SQL Injection Jailbreak: A Structural Disaster of Large Language Models

Authors: Jiawei Zhao, Kejiang Chen, Weiming Zhang, Nenghai Yu | Published: 2024-11-03 | Updated: 2025-05-21
プロンプトインジェクション
プロンプトリーキング
攻撃タイプ

What Features in Prompts Jailbreak LLMs? Investigating the Mechanisms Behind Attacks

Authors: Nathalie Kirch, Constantin Weisser, Severin Field, Helen Yannakoudakis, Stephen Casper | Published: 2024-11-02 | Updated: 2025-05-14
LLMの安全機構の解除
プロンプトインジェクション
探索的攻撃

Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing

Authors: Fardin Jalil Piran, Zhiling Chen, Mohsen Imani, Farhad Imani | Published: 2024-11-02 | Updated: 2025-03-22
プライバシー保護
フレームワーク