文献データベース

Multi-feature Dataset for Windows PE Malware Classification

Authors: Muhammad Irfan Yousuf, Izza Anwer, Tanzeela Shakir, Minahil Siddiqui, Maysoon Shahid | Published: 2022-10-28
ソフトウェアセキュリティ
データラベリングの課題
悪意のある行為者の分類

On the Vulnerability of Data Points under Multiple Membership Inference Attacks and Target Models

Authors: Mauro Conti, Jiaxin Li, Stjepan Picek | Published: 2022-10-28
プライバシーリスク管理
プライバシー評価
メンバーシップ開示リスク

Review on Classification Techniques used in Biophysiological Stress Monitoring

Authors: Talha Iqbal, Adnan Elahi, Atif Shahzad, William Wijns | Published: 2022-10-28
ストレス管理
モデルの設計や精度
最適化手法

Learning Failure-Inducing Models for Testing Software-Defined Networks

Authors: Raphaël Ollando, Seung Yeob Shin, Lionel C. Briand | Published: 2022-10-27 | Updated: 2024-01-08
クラス不均衡
ペネトレーションテスト手法
動的脆弱性管理

Isometric 3D Adversarial Examples in the Physical World

Authors: Yibo Miao, Yinpeng Dong, Jun Zhu, Xiao-Shan Gao | Published: 2022-10-27
敵対的訓練
最適化手法
生成的敵対ネットワーク

The Inconvenient Truths of Ground Truth for Binary Analysis

Authors: Jim Alves-Foss, Varsah Venugopal | Published: 2022-10-26
プログラム解析
最適化手法
関数の定義

Short Paper: Static and Microarchitectural ML-Based Approaches For Detecting Spectre Vulnerabilities and Attacks

Authors: Chidera Biringa, Gaspard Baye, Gökhan Kul | Published: 2022-10-26
プログラム解析
動的分析
動的脆弱性管理

Multi-view Representation Learning from Malware to Defend Against Adversarial Variants

Authors: James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen | Published: 2022-10-25
ウォーターマーキング
動的分析
敵対的訓練

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

Authors: Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim | Published: 2022-10-25 | Updated: 2023-07-18
データプライバシー評価
データ保護手法
プライバシー保護

A White-Box Adversarial Attack Against a Digital Twin

Authors: Wilson Patterson, Ivan Fernandez, Subash Neupane, Milan Parmar, Sudip Mittal, Shahram Rahimi | Published: 2022-10-25
サイバー攻撃
敵対的訓練
異常検出手法