AIセキュリティポータルbot

Superficial Safety Alignment Hypothesis

Authors: Jianwei Li, Jung-Eun Kim | Published: 2024-10-07
LLM性能評価
安全性アライメント

SecAlign: Defending Against Prompt Injection with Preference Optimization

Authors: Sizhe Chen, Arman Zharmagambetov, Saeed Mahloujifar, Kamalika Chaudhuri, David Wagner, Chuan Guo | Published: 2024-10-07 | Updated: 2025-01-13
LLMセキュリティ
プロンプトインジェクション
防御手法

LOTOS: Layer-wise Orthogonalization for Training Robust Ensembles

Authors: Ali Ebrahimpour-Boroojeny, Hari Sundaram, Varun Chandrasekaran | Published: 2024-10-07
敵対的サンプル
敵対的訓練

FRIDA: Free-Rider Detection using Privacy Attacks

Authors: Pol G. Recasens, Ádám Horváth, Alberto Gutierrez-Torre, Jordi Torres, Josep Ll. Berral, Balázs Pejó | Published: 2024-10-07
FR検出メカニズム
メンバーシップ推論

QML-IDS: Quantum Machine Learning Intrusion Detection System

Authors: Diego Abreu, Christian Esteve Rothenberg, Antonio Abelem | Published: 2024-10-07
サイバーセキュリティ
ネットワーク脅威検出

SoK: Towards Security and Safety of Edge AI

Authors: Tatjana Wingarz, Anne Lauscher, Janick Edinger, Dominik Kaaser, Stefan Schulte, Mathias Fischer | Published: 2024-10-07
バイアス
プライバシー保護
防御手法

CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models

Authors: Songning Lai, Jiayu Yang, Yu Huang, Lijie Hu, Tianlang Xue, Zhangyi Hu, Jiaxu Li, Haicheng Liao, Yutao Yue | Published: 2024-10-07
バックドア攻撃
ポイズニング

A Comprehensive Study on GDPR-Oriented Analysis of Privacy Policies: Taxonomy, Corpus and GDPR Concept Classifiers

Authors: Peng Tang, Xin Li, Yuxin Chen, Weidong Qiu, Haochen Mei, Allison Holmes, Fenghua Li, Shujun Li | Published: 2024-10-07
プライバシー保護
プライバシー保護手法
プライバシー手法

Federated Learning Nodes Can Reconstruct Peers’ Image Data

Authors: Ethan Wilson, Kai Yue, Chau-Wai Wong, Huaiyu Dai | Published: 2024-10-07
プライバシー保護
ポイズニング

Robustness Reprogramming for Representation Learning

Authors: Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu | Published: 2024-10-06
攻撃の評価
防御手法