文献データベース

NoPhish: Efficient Chrome Extension for Phishing Detection Using Machine Learning Techniques

Authors: Leand Thaqi, Arbnor Halili, Kamer Vishi, Blerim Rexha | Published: 2024-09-01
クライアントサイドコンポーネント
フィッシング検出
機械学習手法

A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification

Authors: Kanthimathi S, Shravan Venkatraman, Jayasankar K S, Pranay Jiljith T, Jashwanth R | Published: 2024-09-01 | Updated: 2024-10-12
DDoS攻撃検出
モデル性能評価
機械学習手法

Unveiling the Digital Fingerprints: Analysis of Internet attacks based on website fingerprints

Authors: Blerim Rexha, Arbena Musa, Kamer Vishi, Edlira Martiri | Published: 2024-09-01
データ収集
フィンガープリンティング手法
プライバシー保護

The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs

Authors: Bocheng Chen, Hanqing Guo, Guangjing Wang, Yuanda Wang, Qiben Yan | Published: 2024-09-01
LLM性能評価
プロンプトインジェクション
ポイズニング

Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers

Authors: Rahul Yumlembam, Biju Issac, Seibu Mary Jacob, Longzhi Yang | Published: 2024-09-01
ポイズニング
敵対的サンプル
評価手法

Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models

Authors: Bang An, Sicheng Zhu, Ruiyi Zhang, Michael-Andrei Panaitescu-Liess, Yuancheng Xu, Furong Huang | Published: 2024-09-01
LLM性能評価
コンテンツモデレーション
プロンプトインジェクション

Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs

Authors: Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Elias Bou-Harb, Peyman Najafirad | Published: 2024-09-01
LLMセキュリティ
脆弱性管理
自動脆弱性修復

Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks

Authors: Yu He, Boheng Li, Yao Wang, Mengda Yang, Juan Wang, Hongxin Hu, Xingyu Zhao | Published: 2024-08-31 | Updated: 2024-09-04
メンバーシップ推論
攻撃手法
難易度キャリブレーション

Ethical Challenges in Computer Vision: Ensuring Privacy and Mitigating Bias in Publicly Available Datasets

Authors: Ghalib Ahmed Tahir | Published: 2024-08-31 | Updated: 2025-08-11
データ収集
倫理的ガイドライン遵守
公平性の確保

AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN)

Authors: Lorenzo Guerra, Linhan Xu, Paolo Bellavista, Thomas Chapuis, Guillaume Duc, Pavlo Mozharovskyi, Van-Tam Nguyen | Published: 2024-08-30 | Updated: 2024-09-05
攻撃手法
自動化された侵入検知システム
車両ネットワークセキュリティ