文献データベース

Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data

Authors: Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore | Published: 2023-04-21
DDoS攻撃検出
トレーニングプロトコル
異常検出手法

Why Does ChatGPT Fall Short in Providing Truthful Answers?

Authors: Shen Zheng, Jie Huang, Kevin Chen-Chuan Chang | Published: 2023-04-20 | Updated: 2023-12-03
ハルシネーション
情報抽出
音楽ジャンル

Censoring chemical data to mitigate dual use risk

Authors: Quintina L. Campbell, Jonathan Herington, Andrew D. White | Published: 2023-04-20
データ生成
プライバシー手法
安全性アライメント

How Secure is Code Generated by ChatGPT?

Authors: Raphaël Khoury, Anderson R. Avila, Jacob Brunelle, Baba Mamadou Camara | Published: 2023-04-19
セキュリティ分析
プログラムの検証
脆弱性予測

Sensitivity estimation for differentially private query processing

Authors: Meifan Zhang, Xin Liu, Lihua Yin | Published: 2023-04-19
サンプリング手法
プライバシー手法
統計的手法

Security and Privacy Problems in Voice Assistant Applications: A Survey

Authors: Jingjin Li, Chao chen, Lei Pan, Mostafa Rahimi Azghadi, Hossein Ghodosi, Jun Zhang | Published: 2023-04-19
バックドア攻撃
プライバシー分析
音声認識プロセス

In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT

Authors: Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang | Published: 2023-04-18 | Updated: 2023-10-05
LLMセキュリティ
プロンプトインジェクション
ユーザー体験評価

Stochastic Parrots Looking for Stochastic Parrots: LLMs are Easy to Fine-Tune and Hard to Detect with other LLMs

Authors: Da Silva Gameiro Henrique, Andrei Kucharavy, Rachid Guerraoui | Published: 2023-04-18
LLMセキュリティ
テキスト生成手法
生成的敵対ネットワーク

BadVFL: Backdoor Attacks in Vertical Federated Learning

Authors: Mohammad Naseri, Yufei Han, Emiliano De Cristofaro | Published: 2023-04-18 | Updated: 2023-08-23
バックドア攻撃
ラベル推論攻撃

Masked Language Model Based Textual Adversarial Example Detection

Authors: Xiaomei Zhang, Zhaoxi Zhang, Qi Zhong, Xufei Zheng, Yanjun Zhang, Shengshan Hu, Leo Yu Zhang | Published: 2023-04-18 | Updated: 2024-01-28
DNN IP保護手法
テキスト生成手法
生成的敵対ネットワーク