AIセキュリティポータルbot

Autonomous Threat Hunting: A Future Paradigm for AI-Driven Threat Intelligence

Authors: Siva Raja Sindiramutty | Published: 2023-12-30
AIと自動化の役割
XAI(説明可能なAI)
サイバーセキュリティ

Jatmo: Prompt Injection Defense by Task-Specific Finetuning

Authors: Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, David Wagner | Published: 2023-12-29 | Updated: 2024-01-08
LLMセキュリティ
サイバー攻撃
プロンプトインジェクション

AIJack: Let’s Hijack AI! Security and Privacy Risk Simulator for Machine Learning

Authors: Hideaki Takahashi | Published: 2023-12-29 | Updated: 2024-04-08
ウォーターマーキング
ポイズニング
連合学習

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Authors: Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu | Published: 2023-12-29 | Updated: 2024-06-02
プライバシー保護手法
モデル性能評価
連合学習

Can you See me? On the Visibility of NOPs against Android Malware Detectors

Authors: Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger | Published: 2023-12-28
コード変更分析
攻撃手法
透かし評価

Optimizing watermarks for large language models

Authors: Bram Wouters | Published: 2023-12-28
最適化手法
透かしの耐久性
透かし評価

Attack Tree Analysis for Adversarial Evasion Attacks

Authors: Yuki Yamaguchi, Toshiaki Aoki | Published: 2023-12-28
ポイズニング
敵対的攻撃
透かし評価

Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation

Authors: Hyunjune Kim, Sangyong Lee, Simon S. Woo | Published: 2023-12-28
ポイズニング
機械学習の忘却
透かし評価

Anticipated Network Surveillance — An extrapolated study to predict cyber-attacks using Machine Learning and Data Analytics

Authors: Aviral Srivastava, Dhyan Thakkar, Sharda Valiveti, Pooja Shah, Gaurang Raval | Published: 2023-12-27
データセット生成
モデル性能評価
文献リスト

Smuche: Scalar-Multiplicative Caching in Homomorphic Encryption

Authors: Dongfang Zhao | Published: 2023-12-26
アルゴリズム
ウォーターマーキング
暗号技術